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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.
ZNF428 is potential prognostic, high expression is unfavorable 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
28.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
61.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
58.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
56.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
55.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
54.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
54.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
53.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
51.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
51.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
51.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
49.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
48.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
48.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
46.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
45.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
45.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
44.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
43.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
43.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
43.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
43.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
42.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
42.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
42.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
41.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
41.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
41.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
41.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
41.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
40.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
39.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
39.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
39.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
38.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
38.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
38.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
38.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
38.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
38.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
37.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
37.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
37.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
36.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
36.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
36.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
36.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
36.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
36.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
36.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
36.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
36.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
35.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
35.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
35.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
35.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
35.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
35.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
35.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
34.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
34.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
34.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
34.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
33.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
33.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
33.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
33.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
33.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
33.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
32.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
32.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
32.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
32.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
31.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
31.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
31.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
31.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
31.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
31.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
31.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
31.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
31.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
31.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
30.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
30.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
30.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
30.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
29.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
29.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
29.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
29.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
29.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
29.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
29.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
29.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
29.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
29.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
29.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
28.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
28.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
28.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
28.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
28.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
28.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
28.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
27.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
27.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
27.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
27.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
27.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
27.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
26.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
26.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
26.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
26.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
26.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
26.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
25.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
25.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
25.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
25.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
25.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
25.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
24.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
24.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
24.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
23.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
23.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
23.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
23.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
22.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
21.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
ZNF428 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
14.9
Number of samples
486
Samples
Sample
Description
TPM
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
62.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
33.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF428 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
23.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
43.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
42.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
40.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
39.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
38.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
38.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
37.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
37.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
37.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
35.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
34.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
33.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
32.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
31.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
31.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
30.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
29.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
27.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
27.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
27.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
26.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
24.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
23.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
22.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
21.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
21.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
17.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
ZNF428 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
13.6
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.8
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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.