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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.
ZNF395 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
19.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
65.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
56.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
49.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
48.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
46.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
44.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
43.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
43.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
43.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
42.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
38.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
38.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
38.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
37.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
35.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
34.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
33.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
33.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
33.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
32.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
32.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
32.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
31.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
31.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
31.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
31.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
30.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
29.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
29.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
28.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
28.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
28.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
27.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
27.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
27.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
27.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
27.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
27.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
26.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
26.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
25.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
25.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
25.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
25.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
24.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
23.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
23.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
22.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
22.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
ZNF395 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
31.3
Number of samples
486
Samples
Sample
Description
TPM
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
95.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
71.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
71.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
68.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
64.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
64.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
64.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
63.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
62.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
62.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
62.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
62.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
58.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
57.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
57.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
56.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
56.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
56.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
55.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
55.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
55.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
53.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
53.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
53.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
52.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
52.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
51.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
51.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
50.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
50.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
50.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
49.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
49.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
49.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
49.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
48.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
48.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
47.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
47.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
47.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
46.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
46.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
46.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
46.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
46.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
46.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
45.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
45.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
45.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
45.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
45.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
45.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
44.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
44.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
44.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
44.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
44.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
44.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
44.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
43.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
43.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
42.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
42.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
42.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
42.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
42.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
42.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
42.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
42.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
42.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
41.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
41.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
41.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
41.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
41.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
41.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
41.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
41.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
41.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
40.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
40.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
40.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
40.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
40.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
40.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
40.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
40.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
39.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
39.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
39.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
39.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
39.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
39.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
39.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
39.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
39.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
38.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
38.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
38.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
38.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
38.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
38.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
38.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
38.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
38.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
38.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
38.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
37.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
37.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
37.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
37.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
37.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
37.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
37.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
37.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
37.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
36.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
36.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
36.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
36.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
36.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
36.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
36.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
36.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
36.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
36.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
36.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
36.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
36.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
36.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
35.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
35.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
35.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
35.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
35.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
35.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
35.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
35.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
35.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
35.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
35.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
35.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
34.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
34.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
34.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
34.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
34.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
34.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
34.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
34.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
34.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
34.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
33.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
33.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
33.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
33.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
33.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
33.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
33.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
33.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
33.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
33.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
33.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
33.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
33.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
32.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
32.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
32.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
32.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
32.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
32.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
32.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
32.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
31.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
31.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
31.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
31.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
31.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
31.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
31.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
30.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
30.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
30.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
30.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
30.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
30.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
30.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
30.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
29.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
29.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
29.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
29.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
28.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
ZNF395 is potential prognostic, high expression is favorable 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
18.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
47.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
42.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
38.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
33.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
32.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
30.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
30.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
29.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
26.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
24.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
23.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
ZNF395 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
27.7
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
60.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
57.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
56.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
52.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
51.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
51.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
50.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
48.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
47.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
47.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
46.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
43.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
43.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
43.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
42.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
41.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
41.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
41.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
40.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
40.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
40.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
39.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
39.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
39.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
38.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
38.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
38.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
38.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
38.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
37.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
37.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
37.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
36.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
36.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
36.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
36.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
36.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
35.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
35.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
34.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
34.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
33.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
33.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
33.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
33.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
32.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
32.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
32.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
32.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
32.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
31.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
31.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
30.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
29.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
29.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
29.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
29.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
28.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
27.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
24.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
