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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF146 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
34.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
82.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
64.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
62.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
62.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
61.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
60.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
59.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
58.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
58.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
56.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
55.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
55.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
55.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
54.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
54.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
54.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
54.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
54.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
53.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
53.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
51.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
51.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
51.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
49.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
49.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
47.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
47.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
47.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
47.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
47.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
47.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
46.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
46.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
45.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
45.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
45.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
45.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
45.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
45.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
45.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
45.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
44.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
44.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
43.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
43.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
43.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
43.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
43.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
43.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
43.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
42.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
42.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
42.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
42.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
41.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
41.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
41.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
41.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
41.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
41.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
40.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
40.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
40.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
40.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
40.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
40.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
39.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
39.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
39.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
39.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
39.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
39.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
38.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
38.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
38.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
38.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
38.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
38.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
37.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
37.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
37.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
37.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
37.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
37.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
37.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
37.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
37.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
37.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
36.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
36.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
36.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
36.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
36.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
36.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
36.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
36.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
36.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
35.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
35.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
35.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
35.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
35.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
35.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
35.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
35.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
34.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
34.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
34.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
34.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
34.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
34.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
34.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
34.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
33.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
33.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
33.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
33.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
33.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
33.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
33.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
33.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
33.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
33.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
32.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
32.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
32.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
32.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
32.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
32.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
32.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
32.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
32.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
32.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
31.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
31.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
31.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
31.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
31.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
31.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
31.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
31.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
31.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
31.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
31.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
31.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
31.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
31.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
31.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
31.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
31.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
30.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
30.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
30.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
30.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
30.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
30.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
30.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
30.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
30.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
30.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
29.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
29.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
29.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
29.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
29.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
29.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
29.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
29.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
29.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
29.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
29.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
29.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
29.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
29.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
29.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
28.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
28.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
28.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
28.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
28.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
28.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
27.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
27.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
27.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
27.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
27.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
27.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
27.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
27.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
27.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
26.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
26.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
26.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
26.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
26.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
26.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
26.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
26.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
25.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
24.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
24.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
24.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
24.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
23.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
23.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
23.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
22.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
19.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
19.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
ZNF146 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
44.6
Number of samples
486
Samples
Sample
Description
TPM
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
164.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
88.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
85.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
84.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
83.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
81.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
80.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
76.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
75.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
74.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
74.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
73.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
73.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
73.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
72.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
71.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
71.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
70.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
68.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
68.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
68.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
67.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
67.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
67.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
65.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
64.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
64.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
64.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
63.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
63.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
63.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
62.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
62.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
62.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
61.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
60.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
60.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
60.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
59.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
59.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
59.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
59.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
59.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
59.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
59.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
59.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
59.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
59.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
58.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
58.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
57.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
57.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
57.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
57.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
57.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
57.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
56.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
56.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
56.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
56.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
55.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
55.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
55.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
55.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
55.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
55.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
55.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
55.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
54.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
54.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
54.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
54.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
54.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
54.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
54.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
54.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
53.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
53.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
53.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
53.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
53.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
53.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
53.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
53.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
53.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
53.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
53.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
53.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
52.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
52.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
52.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
52.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
52.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
52.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
52.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
52.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
52.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
52.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
52.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
52.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
52.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
52.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
52.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
52.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
51.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
51.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
51.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
51.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
51.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
51.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
51.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
50.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
50.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
50.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
50.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
50.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
50.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
50.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
50.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
50.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
49.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
49.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
49.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
49.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
49.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
49.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
49.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
49.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
49.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
49.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
49.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
49.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
49.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
49.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
49.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
49.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
49.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
49.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
48.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
48.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
48.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
48.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
48.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
48.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
48.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
48.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
48.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
48.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
47.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
47.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
47.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
47.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
47.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
47.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
47.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
47.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
47.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
47.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
47.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
47.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
47.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
47.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
47.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
47.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
47.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
47.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
47.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
47.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
47.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
47.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
46.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
46.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
46.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
46.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
46.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
46.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
46.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
46.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
46.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
46.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
46.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
46.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
46.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
46.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
45.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
45.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
45.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
45.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
45.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
45.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
45.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
45.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
45.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
45.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
45.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
45.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
45.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
45.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
45.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
45.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
45.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
45.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
45.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
45.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
45.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
45.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
45.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
45.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
44.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
44.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
44.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
44.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
44.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
44.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
44.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
44.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
44.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
44.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
44.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
44.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
44.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
44.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
44.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
44.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
44.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
43.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
43.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
43.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
43.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
43.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
43.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
43.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
43.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
43.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
43.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
43.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
43.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
43.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
43.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
43.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
43.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
43.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
43.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
42.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
42.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
42.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
42.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
42.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
42.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
42.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
42.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
42.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
42.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
42.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
42.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
42.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
42.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
42.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
42.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
42.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
42.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
41.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
41.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
41.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
41.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
41.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
41.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
41.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
41.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
41.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
41.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
41.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
41.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
41.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
41.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
41.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
41.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
41.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
41.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
41.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
41.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
41.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
41.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
41.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
41.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
41.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
40.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
40.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
40.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
40.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
40.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
40.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
40.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
40.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
40.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
40.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
40.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
40.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
40.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
40.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
40.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
40.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
40.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
40.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
40.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
40.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
40.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
40.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
40.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
39.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
39.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
39.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
39.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
39.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
39.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
39.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
39.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
39.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
39.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
39.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
39.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
39.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
38.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
38.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
38.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
38.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
38.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
38.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
38.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
38.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
38.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
38.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
38.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
38.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
38.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
38.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
38.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
38.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
38.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
38.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
38.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
37.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
37.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
37.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
37.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
37.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
37.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
37.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
37.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
37.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
37.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
37.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
37.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
37.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
37.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
37.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
37.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
37.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
37.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
37.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
37.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
36.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
36.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
36.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
36.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
36.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
36.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
36.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
36.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
36.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
36.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
36.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
36.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
36.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
36.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
36.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
36.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
36.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
36.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
35.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
35.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
35.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
35.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
35.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
35.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
35.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
35.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
35.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
35.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
35.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
35.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
35.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
35.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
35.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
35.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
35.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
34.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
34.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
34.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
34.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
34.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
34.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
34.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
34.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
34.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
34.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
33.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
33.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
33.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
33.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
33.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
33.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
33.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
33.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
32.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
32.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
32.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
32.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
32.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
32.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
32.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
32.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
32.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
32.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
32.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
32.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
31.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
31.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
31.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
31.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
31.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
31.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
31.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
30.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
30.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
29.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
29.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
29.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
28.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
28.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
27.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.3
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.
ZNF146 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
37.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
80.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
79.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
61.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
56.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
54.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
54.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
53.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
53.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
53.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
53.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
51.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
50.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
49.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
47.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
47.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
47.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
47.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
46.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
46.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
45.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
45.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
45.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
45.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
44.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
43.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
43.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
43.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
43.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
42.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
42.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
42.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
41.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
41.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
41.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
40.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
40.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
39.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
39.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
39.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
38.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
38.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
38.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
38.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
37.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
36.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
36.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
36.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
36.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
36.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
34.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
34.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
34.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
33.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
33.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
32.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
32.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
32.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
31.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
31.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
31.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
31.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
30.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
29.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
29.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
29.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
28.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
28.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
28.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
28.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
26.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
26.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
24.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
22.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
14.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.2
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.
ZNF146 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
42.4
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
118.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
87.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
80.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
77.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
77.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
75.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
72.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
67.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
65.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
65.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
62.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
61.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
59.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
57.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
57.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
57.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
55.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
54.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
54.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
54.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
54.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
53.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
53.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
53.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
53.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
53.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
52.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
52.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
52.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
52.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
51.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
50.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
50.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
49.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
49.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
48.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
48.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
48.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
48.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
48.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
48.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
48.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
48.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
47.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
47.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
47.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
47.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
47.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
47.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
47.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
47.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
47.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
47.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
47.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
46.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
46.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
46.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
46.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
46.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
46.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
46.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
46.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
46.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
46.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
45.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
45.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
45.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
45.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
45.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
45.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
45.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
45.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
45.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
45.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
44.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
44.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
44.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
44.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
44.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
44.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
43.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
43.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
43.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
43.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
43.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
43.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
43.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
43.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
42.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
42.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
42.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
42.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
42.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
42.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
42.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
42.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
42.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
42.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
41.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
41.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
41.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
41.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
41.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
41.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
41.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
40.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
40.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
40.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
40.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
40.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
40.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
40.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
40.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
40.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
39.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
39.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
39.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
39.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
39.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
39.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
39.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
38.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
38.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
38.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
38.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
38.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
38.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
38.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
38.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
38.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
38.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
37.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
37.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
37.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
37.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
37.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
37.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
37.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
37.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
37.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
37.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
37.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
36.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
36.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
36.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
36.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
36.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
36.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
36.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
35.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
35.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
35.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
35.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
34.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
34.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
34.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
34.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
34.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
34.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
33.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
33.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
33.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
33.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
33.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
33.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
33.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
33.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
32.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
32.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
32.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
32.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
31.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
31.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
31.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
31.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
31.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
30.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
30.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
29.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
29.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
29.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
27.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
