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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.
ZNF524 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
49.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
41.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
41.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
40.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
39.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
39.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
38.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
38.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
38.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
37.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
37.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
37.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
35.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
35.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
35.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
35.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
35.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
34.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
33.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
33.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
33.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
33.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
32.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
32.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
32.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
31.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
31.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
30.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
30.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
30.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
30.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
30.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
30.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
30.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
30.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
30.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
29.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
29.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
29.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
29.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
29.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
29.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
29.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
29.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
29.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
28.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
28.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
28.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
28.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
28.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
28.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
27.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
27.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
27.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
27.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
27.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
27.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
27.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
27.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
27.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
26.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
26.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
26.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
26.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
26.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
26.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
26.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
25.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
25.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
25.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
25.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
24.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
24.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
24.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
24.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
24.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
23.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
23.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
23.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
22.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
22.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
22.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
22.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
21.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.6
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.
ZNF524 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
13.9
Number of samples
486
Samples
Sample
Description
TPM
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
35.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
35.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
5.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
4.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF524 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
21.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
69.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
42.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
38.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
37.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
36.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
34.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
27.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
27.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
27.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
27.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
27.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
26.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
26.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
26.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
25.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
25.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
25.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
25.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
24.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
22.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
20.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
19.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 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.
ZNF524 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.1
Number of samples
207
Samples
Sample
Description
TPM
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
5.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
4.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
4.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
4.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
