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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.
G6PD is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
34.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
117.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
98.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
98.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
82.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
71.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
67.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
66.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
66.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
64.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
64.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
63.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
63.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
62.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
61.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
61.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
60.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
60.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
58.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
57.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
56.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
56.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
55.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
54.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
51.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
51.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
51.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
51.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
50.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
50.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
50.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
50.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
49.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
48.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
48.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
48.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
48.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
47.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
47.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
47.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
47.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
47.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
46.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
46.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
46.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
46.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
45.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
45.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
44.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
44.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
44.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
44.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
44.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
43.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
43.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
43.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
42.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
42.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
42.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
42.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
42.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
41.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
41.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
41.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
41.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
40.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
40.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
40.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
40.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
40.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
40.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
39.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
39.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
38.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
38.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
38.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
38.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
38.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
38.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
38.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
38.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
38.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
37.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
37.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
37.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
37.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
37.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
36.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
36.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
36.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
36.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
36.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
36.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
36.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
36.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
35.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
35.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
35.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
35.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
35.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
35.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
35.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
35.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
35.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
35.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
34.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
34.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
34.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
34.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
34.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
34.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
34.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
33.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
33.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
33.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
33.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
33.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
33.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
32.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
32.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
32.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
32.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
32.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
32.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
32.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
31.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
31.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
31.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
31.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
30.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
30.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
30.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
30.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
30.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
30.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
29.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
29.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
29.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
29.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
29.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
29.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
28.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
28.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
28.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
27.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
27.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
27.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
27.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
27.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
26.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
26.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
26.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
26.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
26.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
26.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
25.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
25.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
25.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
25.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
25.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
25.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
24.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
24.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
24.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
24.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
24.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
24.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
23.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
22.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
22.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
22.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
21.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
21.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
20.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
20.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
20.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
G6PD 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
34.6
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
122.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
91.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
90.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
85.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
83.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
82.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
80.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
80.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
80.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
77.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
72.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
72.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
71.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
70.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
69.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
69.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
67.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
67.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
66.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
66.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
65.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
63.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
61.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
60.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
59.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
59.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
58.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
58.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
57.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
56.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
55.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
55.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
54.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
54.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
53.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
53.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
53.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
53.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
53.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
53.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
52.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
52.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
52.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
52.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
52.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
52.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
52.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
51.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
51.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
51.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
51.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
51.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
51.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
50.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
50.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
50.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
49.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
49.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
49.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
49.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
49.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
49.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
48.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
48.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
48.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
48.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
48.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
47.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
47.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
47.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
47.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
47.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
46.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
46.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
46.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
46.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
45.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
45.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
45.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
45.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
45.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
45.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
44.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
44.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
44.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
44.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
44.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
44.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
44.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
44.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
44.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
44.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
43.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
43.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
43.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
43.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
43.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
43.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
43.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
43.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
42.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
42.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
42.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
42.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
42.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
42.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
42.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
41.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
41.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
41.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
41.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
41.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
40.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
40.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
40.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
40.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
40.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
40.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
40.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
40.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
40.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
40.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
40.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
40.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
39.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
39.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
39.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
39.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
39.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
39.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
39.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
39.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
39.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
39.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
39.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
39.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
39.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
38.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
38.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
38.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
38.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
38.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
38.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
38.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
38.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
38.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
38.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
38.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
38.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
38.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
37.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
37.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
37.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
37.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
37.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
37.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
37.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
37.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
37.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
37.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
37.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
36.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
36.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
36.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
36.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
36.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
36.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
36.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
36.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
36.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
36.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
36.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
36.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
36.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
36.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
35.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
35.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
35.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
35.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
35.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
35.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
35.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
35.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
35.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
34.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
34.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
34.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
34.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
34.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
34.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
33.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
33.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
33.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
33.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
33.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
33.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
33.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
33.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
33.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
33.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
33.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
33.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
32.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
32.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
32.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
32.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
32.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
32.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
32.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
32.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
31.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
31.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
31.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
30.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
30.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
29.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
29.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
28.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
28.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
28.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
27.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.1
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.
G6PD 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
32.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
86.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
83.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
82.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
78.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
62.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
59.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
56.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
56.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
51.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
48.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
46.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
44.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
44.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
43.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
42.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
42.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
41.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
40.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
39.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
39.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
38.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
38.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
37.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
36.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
36.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
36.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
35.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
34.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
34.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
34.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
33.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
33.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
33.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
33.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
33.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
32.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
32.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
32.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
32.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
32.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
31.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
31.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
30.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
30.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
30.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
30.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
29.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
28.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
27.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
27.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
27.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
27.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
26.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
25.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
22.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
20.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
12.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
G6PD 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
30.4
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
134.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
84.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
76.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
74.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
67.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
66.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
58.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
53.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
53.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
52.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
49.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
47.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
47.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
46.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
46.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
46.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
45.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
44.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
43.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
42.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
41.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
41.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
40.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
40.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
40.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
40.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
40.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
39.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
39.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
39.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
39.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
38.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
38.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
38.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
37.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
37.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
37.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
37.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
37.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
37.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
36.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
36.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
36.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
36.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
36.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
36.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
36.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
35.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
35.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
35.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
35.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
34.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
34.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
34.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
33.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
33.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
33.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
33.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
33.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
33.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
33.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
31.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
31.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
30.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
29.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
29.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
29.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
28.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
27.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
1.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
1.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.8
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.7
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
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Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
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Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
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Normal
0.1
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Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
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Tumor
0.0
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Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
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Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
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Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
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Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.9
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.9
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
