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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.
GLB1L2 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
21.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
76.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
57.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
56.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
54.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
53.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
49.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
47.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
47.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
46.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
45.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
43.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
41.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
41.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
41.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
40.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
40.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
40.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
39.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
38.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
38.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
37.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
37.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
36.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
35.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
35.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
35.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
35.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
34.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
34.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
34.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
34.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
33.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
33.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
33.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
32.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
32.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
32.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
31.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
31.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
31.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
30.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
30.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
30.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
30.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
30.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
30.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
29.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
29.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
29.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
29.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
29.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
28.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
28.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
28.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
27.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
27.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
27.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
27.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
26.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
26.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
26.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
26.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
25.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
25.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
25.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
25.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
25.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
25.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
24.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
24.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
24.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
23.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
20.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 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.
GLB1L2 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
14.2
Number of samples
486
Samples
Sample
Description
TPM
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
42.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
41.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
39.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
35.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
34.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
8.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
8.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
8.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
7.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
6.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
6.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
6.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
6.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
6.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
6.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
6.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
5.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
5.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
5.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
5.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
5.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
5.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
5.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
5.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
5.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
5.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
5.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
4.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
4.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
4.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
4.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
4.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
4.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
4.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
4.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
4.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
4.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
3.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
3.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
3.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
3.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
3.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
3.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
3.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
3.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
2.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GLB1L2 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
21.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
59.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
53.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
45.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
44.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
44.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
43.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
40.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
39.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
36.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
34.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
34.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
33.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
32.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
30.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
29.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
29.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
28.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
28.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
28.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
27.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
27.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
26.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
22.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
22.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
20.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 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.
GLB1L2 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
13.4
Number of samples
207
Samples
Sample
Description
TPM
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
33.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
6.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
6.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
6.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
6.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
5.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
5.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
4.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
4.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
3.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
3.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
2.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
2.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
2.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
2.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
