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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.
LRRC75A 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
21.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
78.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
70.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
58.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
57.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
50.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
49.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
46.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
44.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
43.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
43.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
42.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
42.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
42.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
42.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
41.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
41.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
41.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
41.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
40.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
40.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
40.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
39.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
38.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
37.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
36.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
35.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
35.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
35.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
34.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
34.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
34.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
34.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
33.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
33.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
33.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
33.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
32.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
32.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
32.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
31.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
31.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
31.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
31.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
31.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
30.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
30.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
30.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
30.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
29.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
29.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
29.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
29.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
29.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
28.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
28.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
28.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
28.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
28.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
27.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
27.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
27.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
25.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
25.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
25.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
25.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
25.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
24.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
24.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
24.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
24.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
23.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
20.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
20.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
LRRC75A 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
39.8
Number of samples
486
Samples
Sample
Description
TPM
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
92.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
85.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
84.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
84.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
83.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
82.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
82.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
82.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
78.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
77.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
76.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
76.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
75.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
74.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
74.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
72.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
71.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
71.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
71.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
70.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
69.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
69.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
68.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
67.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
67.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
67.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
66.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
66.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
66.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
66.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
66.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
65.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
65.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
65.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
65.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
65.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
65.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
64.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
64.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
63.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
63.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
63.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
63.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
63.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
63.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
63.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
62.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
62.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
62.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
62.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
61.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
61.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
61.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
60.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
60.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
60.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
60.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
59.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
59.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
58.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
58.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
58.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
58.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
58.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
58.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
57.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
57.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
57.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
57.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
56.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
56.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
56.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
56.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
56.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
55.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
55.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
55.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
55.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
55.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
55.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
54.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
54.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
54.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
53.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
53.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
53.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
53.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
53.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
53.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
53.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
53.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
52.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
52.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
52.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
52.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
52.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
52.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
52.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
52.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
52.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
52.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
52.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
51.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
51.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
51.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
51.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
51.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
51.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
51.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
51.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
50.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
50.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
50.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
50.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
50.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
50.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
50.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
50.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
50.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
50.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
50.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
49.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
49.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
49.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
49.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
49.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
49.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
49.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
49.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
49.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
48.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
48.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
48.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
48.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
48.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
48.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
48.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
48.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
47.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
47.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
47.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
47.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
47.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
47.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
47.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
46.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
46.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
46.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
46.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
46.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
45.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
45.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
45.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
45.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
45.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
45.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
45.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
45.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
45.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
44.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
44.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
44.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
44.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
44.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
44.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
44.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
44.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
44.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
44.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
44.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
44.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
44.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
43.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
43.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
43.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
43.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
43.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
43.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
43.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
43.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
43.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
43.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
43.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
43.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
42.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
42.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
42.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
42.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
42.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
42.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
42.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
42.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
42.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
42.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
41.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
41.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
41.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
41.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
41.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
41.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
41.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
41.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
41.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
41.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
40.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
40.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
40.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
40.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
40.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
40.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
40.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
40.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
39.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
39.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
39.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
39.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
39.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
39.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
39.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
39.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
39.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
39.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
39.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
39.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
39.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
38.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
38.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
38.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
38.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
38.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
38.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
38.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
38.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
38.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
38.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
38.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
38.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
37.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
37.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
37.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
37.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
37.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
37.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
37.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
37.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
37.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
37.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
37.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
37.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
37.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
36.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
36.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
36.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
36.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
36.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
36.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
36.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
36.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
36.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
36.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
36.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
36.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
36.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
36.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
36.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
36.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
36.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
36.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
36.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
36.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
36.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
35.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
35.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
35.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
35.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
35.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
35.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
34.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
34.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
34.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
34.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
34.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
34.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
34.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
34.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
34.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
34.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
33.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
33.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
33.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
33.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
33.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
33.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
33.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
33.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
32.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
32.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
32.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
32.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
31.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
31.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
31.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
31.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
31.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
31.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
30.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
30.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
30.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
30.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
29.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
29.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
27.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
2.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
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.
LRRC75A 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
20.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
62.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
51.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
42.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
42.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
40.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
36.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
35.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
35.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
34.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
32.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
31.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
31.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
30.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
30.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
29.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
29.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
28.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
27.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
25.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LRRC75A 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
32.7
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
107.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
100.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
76.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
75.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
71.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
66.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
65.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
62.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
62.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
61.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
60.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
59.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
59.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
55.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
54.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
52.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
51.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
51.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
50.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
48.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
48.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
47.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
47.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
46.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
46.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
46.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
45.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
45.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
45.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
45.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
44.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
44.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
44.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
43.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
43.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
43.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
43.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
43.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
43.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
43.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
42.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
42.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
41.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
40.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
40.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
40.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
40.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
40.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
39.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
39.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
39.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
39.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
39.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
39.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
39.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
38.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
38.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
38.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
37.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
37.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
37.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
37.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
37.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
36.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
36.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
36.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
36.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
35.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
35.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
35.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
34.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
34.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
34.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
33.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
33.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
33.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
33.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
32.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
32.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
32.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
32.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
31.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
30.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
30.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
29.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
28.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
26.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
3.5
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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
