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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.
HDGFL2 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
30.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
57.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
52.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
52.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
51.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
50.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
48.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
48.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
48.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
47.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
46.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
46.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
45.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
45.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
44.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
44.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
44.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
43.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
43.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
43.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
43.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
42.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
42.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
42.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
42.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
41.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
41.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
41.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
40.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
40.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
40.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
40.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
39.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
39.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
39.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
39.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
39.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
39.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
38.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
38.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
38.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
38.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
38.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
37.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
37.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
37.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
37.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
37.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
37.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
37.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
37.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
37.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
37.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
36.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
36.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
36.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
36.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
36.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
36.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
36.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
36.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
35.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
35.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
35.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
35.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
35.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
35.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
34.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
34.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
34.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
34.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
34.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
34.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
34.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
33.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
33.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
33.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
33.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
33.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
33.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
33.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
33.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
32.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
32.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
32.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
32.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
32.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
32.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
32.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
31.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
31.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
31.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
31.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
31.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
31.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
31.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
31.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
31.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
31.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
31.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
31.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
31.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
31.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
30.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
30.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
30.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
30.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
30.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
30.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
30.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
30.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
30.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
30.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
30.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
30.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
30.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
30.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
29.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
29.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
29.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
29.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
29.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
29.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
29.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
29.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
29.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
29.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
28.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
28.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
28.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
28.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
28.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
28.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
28.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
28.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
27.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
27.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
27.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
27.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
27.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
27.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
27.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
26.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
26.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
26.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
26.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
26.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
26.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
26.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
26.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
26.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
26.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
25.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
25.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
25.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
25.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
25.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
25.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
25.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
25.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
24.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
24.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
24.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
23.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
22.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
21.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
21.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
21.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
20.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
20.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
HDGFL2 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
19.2
Number of samples
486
Samples
Sample
Description
TPM
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
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.
HDGFL2 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
28.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
55.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
47.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
46.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
45.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
43.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
41.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
41.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
40.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
39.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
38.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
37.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
37.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
36.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
36.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
36.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
35.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
35.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
34.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
34.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
33.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
33.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
33.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
32.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
32.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
32.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
31.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
31.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
30.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
30.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
30.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
30.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
29.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
29.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
29.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
29.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
28.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
28.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
27.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
26.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
25.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
24.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
24.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
23.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
23.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
22.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HDGFL2 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
19.1
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.7
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
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Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
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Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
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Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
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Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
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Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
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Tumor
0.1
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Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
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Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
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Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.7
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.7
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.8
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.9
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
