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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.
OGA is potential prognostic, high expression is unfavorable in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
82.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
58.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
57.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
56.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
53.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
49.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
48.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
47.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
47.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
46.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
44.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
43.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
42.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
42.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
41.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
41.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
41.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
41.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
40.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
40.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
39.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
39.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
39.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
39.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
39.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
38.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
38.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
38.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
38.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
38.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
37.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
37.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
37.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
37.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
37.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
37.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
37.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
36.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
36.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
36.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
36.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
36.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
35.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
35.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
35.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
35.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
35.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
35.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
34.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
34.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
34.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
34.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
34.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
34.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
33.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
33.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
33.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
33.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
33.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
33.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
33.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
33.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
33.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
33.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
32.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
32.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
32.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
32.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
32.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
32.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
31.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
31.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
31.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
31.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
31.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
31.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
31.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
31.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
30.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
30.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
30.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
30.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
30.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
30.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
29.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
29.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
29.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
29.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
29.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
29.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
29.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
29.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
29.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
29.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
29.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
28.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
28.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
28.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
28.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
28.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
27.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
27.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
27.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
27.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
27.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
27.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
27.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
27.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
26.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
26.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
26.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
26.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
26.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
26.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
25.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
25.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
25.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
25.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
25.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
25.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
25.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
24.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
24.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
23.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
23.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
22.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
22.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
22.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
22.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
21.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
21.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
17.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 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.
OGA 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
66.2
Number of samples
486
Samples
Sample
Description
TPM
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
130.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
120.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
110.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
107.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
107.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
105.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
102.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
102.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
102.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
100.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
99.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
96.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
96.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
95.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
93.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
92.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
92.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
92.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
91.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
91.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
91.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
91.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
90.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
90.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
88.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
88.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
87.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
87.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
87.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
87.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
87.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
87.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
87.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
85.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
85.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
85.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
85.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
85.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
84.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
84.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
84.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
84.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
84.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
84.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
84.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
84.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
84.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
83.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
83.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
83.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
83.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
83.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
83.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
83.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
83.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
83.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
82.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
82.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
82.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
82.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
82.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
81.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
81.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
80.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
80.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
80.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
80.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
80.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
80.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
80.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
79.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
79.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
79.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
79.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
79.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
79.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
79.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
79.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
79.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
78.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
78.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
78.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
78.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
78.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
78.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
77.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
77.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
77.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
77.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
77.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
77.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
77.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
77.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
77.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
77.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
77.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
77.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
77.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
77.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
77.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
76.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
76.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
76.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
76.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
76.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
76.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
76.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
76.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
75.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
75.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
75.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
75.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
75.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
75.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
75.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
75.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
75.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
75.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
75.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
74.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
74.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
74.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
74.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
74.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
74.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
74.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
73.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
73.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
73.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
73.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
73.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
73.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
73.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
73.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
73.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
72.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
72.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
72.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
72.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
72.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
72.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
72.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
72.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
72.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
72.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
72.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
72.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
72.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
72.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
71.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
71.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
71.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
71.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
71.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
71.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
71.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
71.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
71.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
71.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
71.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
71.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
71.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
70.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
70.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
70.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
70.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
70.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
70.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
70.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
70.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
70.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
70.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
70.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
70.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
70.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
70.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
70.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
70.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
69.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
69.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
69.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
69.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
69.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
69.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
69.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
69.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
69.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
69.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
69.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
69.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
69.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
69.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
68.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
68.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
68.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
68.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
68.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
68.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
68.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
68.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
68.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
68.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
67.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
67.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
67.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
67.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
67.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
67.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
67.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
67.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
67.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
67.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
67.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
67.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
67.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
67.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
67.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
67.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
67.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
67.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
66.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
66.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
66.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
66.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
66.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
66.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
66.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
66.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
66.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
66.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
66.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
66.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
66.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
65.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
65.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
65.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
65.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
65.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
65.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
65.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
65.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
65.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
65.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
65.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
65.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
65.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
65.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
65.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
65.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
65.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
65.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
64.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
64.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
64.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
64.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
64.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
64.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
64.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
64.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
64.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
64.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
64.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
64.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
64.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
64.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
64.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
63.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
63.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
63.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
63.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
63.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
63.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
63.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
63.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
63.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
62.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
62.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
62.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
62.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
62.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
62.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
62.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
62.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
62.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
62.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
62.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
62.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
62.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
62.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
62.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
61.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
61.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
61.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
61.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
61.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
61.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
61.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
61.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
61.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
61.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
61.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
61.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
61.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
61.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
61.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
61.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
61.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
61.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
61.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
61.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
61.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
61.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
61.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
61.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
60.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
60.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
60.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
60.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
60.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
60.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
60.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
60.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
60.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
60.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
60.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
60.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
60.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
60.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
60.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
60.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
60.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
60.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
59.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
59.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
59.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
59.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
59.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
59.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
59.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
59.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
59.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
59.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
59.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
59.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
58.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
58.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
58.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
58.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
58.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
58.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
58.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
58.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
58.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
58.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
58.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
58.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
58.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
58.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
58.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
58.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
58.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
57.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
57.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
57.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
57.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
57.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
57.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
57.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
57.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
57.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
57.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
57.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
57.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
57.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
57.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
57.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
56.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
56.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
56.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
56.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
56.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
56.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
56.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
56.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
55.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
55.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
55.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
55.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
55.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
55.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
55.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
55.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
55.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
55.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
55.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
55.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
55.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
54.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
54.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
54.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
54.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
54.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
54.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
54.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
54.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
54.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
53.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
53.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
53.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
53.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
53.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
53.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
53.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
53.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
53.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
52.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
52.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
52.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
52.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
52.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
52.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
52.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
52.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
51.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
51.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
51.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
51.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
51.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
50.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
50.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
50.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
50.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
50.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
50.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
50.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
50.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
50.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
49.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
49.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
49.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
49.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
49.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
49.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
49.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
49.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
49.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
49.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
48.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
48.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
48.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
48.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
47.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
47.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
47.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
47.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
46.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
46.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
46.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
46.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
45.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
45.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
45.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
45.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
45.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
44.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
44.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
44.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
43.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
43.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
43.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
41.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
41.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
40.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
39.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
39.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
39.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
39.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
38.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
37.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
37.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
36.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
35.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
35.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
33.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.1
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.
OGA 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
27.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
50.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
49.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
46.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
44.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
43.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
42.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
41.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
41.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
39.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
37.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
37.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
36.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
36.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
35.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
34.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
34.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
33.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
33.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
33.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
32.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
32.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
31.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
31.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
31.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
31.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
31.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
31.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
30.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
30.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
30.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
29.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
29.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
29.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
28.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
28.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
28.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
28.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
28.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
27.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
27.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
27.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
27.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
27.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
26.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
26.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
26.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
26.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
26.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
25.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
24.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
20.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
OGA 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
63.3
Number of samples
207
Samples
Sample
Description
TPM
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
101.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
101.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
99.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
96.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
96.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
91.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
91.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
90.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
90.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
88.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
88.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
87.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
86.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
86.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
85.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
84.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
84.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
83.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
83.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
83.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
83.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
82.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
82.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
82.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
82.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
82.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
82.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
81.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
81.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
79.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
79.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
78.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
78.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
77.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
77.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
77.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
76.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
76.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
76.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
75.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
75.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
74.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
74.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
74.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
73.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
72.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
72.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
71.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
71.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
70.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
70.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
70.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
70.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
69.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
69.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
69.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
69.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
69.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
69.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
69.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
69.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
69.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
69.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
68.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
68.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
68.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
68.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
68.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
68.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
67.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
67.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
67.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
67.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
66.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
66.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
66.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
66.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
66.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
66.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
65.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
65.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
65.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
65.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
65.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
65.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
65.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
65.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
65.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
64.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
64.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
64.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
64.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
64.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
64.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
63.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
63.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
63.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
63.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
63.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
63.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
63.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
62.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
62.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
62.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
62.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
61.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
61.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
61.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
61.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
61.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
60.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
60.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
60.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
60.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
60.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
60.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
60.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
60.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
60.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
59.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
59.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
59.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
59.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
59.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
59.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
59.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
58.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
58.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
58.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
58.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
57.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
57.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
57.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
57.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
57.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
57.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
57.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
57.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
57.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
57.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
57.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
57.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
57.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
57.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
57.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
57.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
56.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
56.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
56.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
55.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
55.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
55.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
55.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
55.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
55.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
54.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
54.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
54.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
54.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
54.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
54.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
54.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
53.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
53.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
53.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
52.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
52.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
52.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
51.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
51.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
51.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
51.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
50.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
50.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
50.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
50.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
50.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
49.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
49.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
49.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
48.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
48.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
47.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
45.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
45.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
45.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
44.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
44.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
44.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
44.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
43.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
42.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
42.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
42.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
41.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
40.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
40.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
39.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
39.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
38.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
38.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
36.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
36.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
35.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
32.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.