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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.
GBA2 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
27.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
67.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
66.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
63.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
58.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
57.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
55.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
54.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
53.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
50.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
50.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
46.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
46.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
45.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
45.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
43.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
43.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
43.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
42.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
42.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
42.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
42.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
41.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
41.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
41.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
40.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
40.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
40.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
39.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
39.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
39.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
38.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
38.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
38.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
37.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
37.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
36.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
36.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
36.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
36.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
36.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
35.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
35.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
35.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
35.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
35.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
34.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
34.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
34.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
34.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
33.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
33.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
33.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
33.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
33.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
32.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
32.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
32.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
32.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
32.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
31.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
31.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
31.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
31.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
31.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
31.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
31.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
30.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
30.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
30.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
30.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
30.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
30.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
30.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
30.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
29.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
29.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
29.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
29.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
29.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
29.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
29.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
29.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
28.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
28.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
28.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
28.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
28.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
28.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
28.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
27.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
27.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
27.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
27.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
27.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
27.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
27.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
27.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
26.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
26.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
26.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
26.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
26.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
26.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
26.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
25.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
25.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
25.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
25.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
25.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
25.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
25.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
25.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
25.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
24.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
24.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
23.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
23.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
23.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
22.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
22.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
22.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
GBA2 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
37.9
Number of samples
486
Samples
Sample
Description
TPM
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
83.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
78.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
76.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
74.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
73.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
73.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
72.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
71.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
69.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
66.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
65.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
63.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
62.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
62.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
61.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
61.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
59.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
59.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
58.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
58.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
57.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
56.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
56.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
56.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
55.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
55.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
55.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
55.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
55.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
54.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
54.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
54.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
54.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
54.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
54.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
53.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
53.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
52.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
52.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
52.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
52.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
52.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
51.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
51.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
51.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
51.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
50.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
50.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
50.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
50.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
50.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
50.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
50.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
50.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
50.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
49.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
49.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
49.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
49.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
49.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
49.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
49.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
49.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
49.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
48.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
48.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
48.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
48.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
48.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
48.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
48.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
48.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
48.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
47.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
47.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
47.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
47.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
47.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
47.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
47.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
47.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
46.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
46.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
46.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
46.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
46.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
46.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
46.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
46.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
46.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
45.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
45.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
45.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
45.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
45.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
45.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
45.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
45.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
45.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
45.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
45.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
45.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
45.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
45.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
45.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
45.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
45.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
45.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
45.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
45.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
44.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
44.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
44.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
44.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
44.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
44.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
44.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
44.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
44.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
44.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
44.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
44.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
44.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
44.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
44.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
44.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
44.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
44.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
43.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
43.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
43.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
43.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
43.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
43.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
43.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
43.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
43.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
43.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
42.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
42.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
42.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
42.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
42.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
42.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
42.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
42.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
42.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
42.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
42.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
41.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
41.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
41.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
41.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
41.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
41.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
41.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
41.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
41.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
41.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
40.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
40.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
40.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
40.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
40.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
40.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
40.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
40.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
40.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
40.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
40.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
40.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
40.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
40.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
39.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
39.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
39.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
39.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
39.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
39.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
39.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
39.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
39.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
39.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
39.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
39.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
39.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
39.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
38.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
38.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
38.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
38.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
38.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
38.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
38.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
38.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
38.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
38.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
38.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
38.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
38.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
38.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
38.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
38.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
38.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
38.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
38.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
38.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
37.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
37.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
37.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
37.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
37.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
37.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
37.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
37.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
37.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
37.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
37.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
37.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
37.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
37.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
37.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
37.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
36.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
36.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
36.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
36.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
36.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
36.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
36.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
36.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
36.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
36.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
36.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
36.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
36.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
36.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
36.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
35.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
35.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
35.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
35.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
35.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
35.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
35.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
35.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
35.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
35.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
35.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
35.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
35.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
35.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
35.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
35.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
35.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
35.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
35.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
35.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
34.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
34.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
34.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
34.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
34.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
34.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
34.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
34.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
34.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
34.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
34.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
34.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
34.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
34.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
34.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
34.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
34.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
34.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
34.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
34.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
34.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
34.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
33.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
33.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
33.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
33.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
33.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
33.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
33.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
33.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
33.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
33.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
32.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
32.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
32.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
32.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
32.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
32.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
32.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
32.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
32.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
32.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
31.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
31.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
31.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
31.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
31.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
31.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
31.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
30.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
30.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
30.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
29.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
28.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
25.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
GBA2 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
25.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
57.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
47.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
46.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
44.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
43.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
42.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
40.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
39.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
38.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
36.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
36.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
36.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
35.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
35.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
35.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
34.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
33.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
32.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
32.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
32.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
31.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
31.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
30.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
29.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
28.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
28.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
28.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
25.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
25.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
25.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
22.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
22.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
15.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
12.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 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.
GBA2 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
36.7
Number of samples
207
Samples
Sample
Description
TPM
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
66.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
66.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
63.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
63.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
59.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
56.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
56.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
56.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
54.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
54.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
54.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
54.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
53.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
51.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
51.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
49.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
49.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
49.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
49.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
49.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
49.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
48.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
48.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
48.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
48.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
47.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
47.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
46.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
46.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
46.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
45.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
45.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
45.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
45.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
44.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
44.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
44.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
44.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
43.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
43.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
43.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
43.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
42.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
42.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
42.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
42.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
42.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
42.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
42.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
42.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
42.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
41.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
41.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
41.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
41.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
40.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
40.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
40.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
40.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
40.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
40.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
40.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
40.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
39.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
39.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
39.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
39.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
39.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
39.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
38.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
38.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
38.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
38.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
38.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
38.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
38.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
38.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
38.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
38.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
38.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
38.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
38.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
37.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
37.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
37.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
37.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
37.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
37.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
37.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
37.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
37.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
36.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
36.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
36.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
36.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
36.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
36.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
36.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
36.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
36.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
36.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
36.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
36.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
35.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
35.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
35.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
35.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
35.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
35.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
35.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
35.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
35.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
34.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
34.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
34.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
34.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
34.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
34.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
33.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
33.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
33.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
33.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
33.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
32.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
32.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
32.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
32.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
32.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
32.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
32.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
32.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
31.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
31.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
31.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
31.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
31.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
31.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
30.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
30.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
30.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
30.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
30.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
30.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
30.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
29.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
29.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
1.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
1.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.7
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
0.7
963fc8db-f412-4427-a198-23f660_D2
Normal
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.6
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.8
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.8
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.8
b2400046-1d25-429d-a821-6040a6
Tumor
-1.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
