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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.
ZFPL1 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
31.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
54.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
54.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
50.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
49.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
49.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
48.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
48.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
47.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
47.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
47.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
46.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
46.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
46.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
44.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
44.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
44.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
43.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
43.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
42.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
42.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
42.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
42.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
41.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
41.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
41.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
41.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
41.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
41.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
40.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
40.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
40.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
40.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
40.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
40.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
39.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
39.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
39.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
39.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
39.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
39.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
39.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
39.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
39.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
38.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
38.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
38.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
38.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
38.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
38.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
38.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
38.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
37.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
37.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
37.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
37.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
37.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
37.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
36.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
36.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
36.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
36.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
36.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
36.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
36.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
35.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
35.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
35.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
35.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
35.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
35.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
35.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
35.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
35.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
35.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
35.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
34.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
34.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
34.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
34.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
34.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
34.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
34.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
34.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
34.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
34.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
34.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
33.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
33.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
33.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
33.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
33.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
33.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
33.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
33.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
33.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
33.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
33.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
33.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
33.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
33.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
33.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
32.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
32.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
32.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
32.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
32.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
32.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
32.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
32.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
32.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
32.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
32.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
32.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
32.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
32.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
32.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
32.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
32.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
31.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
31.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
31.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
31.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
31.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
31.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
31.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
31.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
30.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
30.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
30.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
30.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
30.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
30.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
30.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
30.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
30.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
30.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
30.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
29.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
29.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
29.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
29.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
29.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
29.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
29.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
29.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
29.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
29.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
29.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
28.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
28.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
28.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
28.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
28.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
28.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
28.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
28.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
28.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
27.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
27.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
27.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
27.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
27.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
27.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
27.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
27.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
27.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
27.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
27.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
27.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
27.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
27.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
27.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
26.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
26.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
26.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
26.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
26.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
26.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
26.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
26.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
26.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
25.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
25.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
25.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
25.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
25.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
25.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
25.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
24.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
23.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
23.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
23.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
20.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZFPL1 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
24.8
Number of samples
486
Samples
Sample
Description
TPM
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
51.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
47.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
45.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
41.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
41.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
40.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
40.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
39.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
39.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
38.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
38.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
38.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
37.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
37.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
37.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
37.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
36.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
36.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
35.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
34.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
33.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
33.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
33.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
33.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
33.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
32.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
32.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
30.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
30.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
30.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
30.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
29.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
28.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.1
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.
ZFPL1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
73.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
48.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
47.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
44.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
42.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
41.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
40.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
38.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
38.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
38.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
37.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
36.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
36.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
36.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
35.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
35.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
35.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
34.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
33.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
33.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
33.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
33.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
33.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
32.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
32.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
32.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
32.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
32.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
31.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
31.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
31.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
31.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
30.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
30.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
29.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
29.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
29.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
29.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
29.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
28.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
27.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
26.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
26.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
26.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
25.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
24.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
15.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
ZFPL1 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
23.1
Number of samples
207
Samples
Sample
Description
TPM
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
42.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
37.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
36.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
34.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
34.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
33.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
33.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
33.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
33.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
32.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
30.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
29.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
27.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.9
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.9
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.9
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.9
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-1.0
1c070992-647b-4173-a481-904c4d_D2
Normal
-1.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-1.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-1.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-1.5
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
