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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.
LRRC32 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
11.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
51.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
51.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
51.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
50.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
38.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
36.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
35.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
34.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
33.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
33.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
32.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
31.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
31.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
29.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
25.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
LRRC32 is potential prognostic, high expression is unfavorable 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
19.2
Number of samples
486
Samples
Sample
Description
TPM
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
73.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
63.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
52.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
48.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
48.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
47.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
46.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
45.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
45.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
45.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
44.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
42.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
41.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
41.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
40.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
40.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
40.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
40.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
39.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
39.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
38.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
37.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
37.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
37.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
36.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
36.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
35.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
35.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
35.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
35.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
35.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
34.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
34.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
34.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
34.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
34.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
33.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
33.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
33.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
32.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
32.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
30.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
30.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
30.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
29.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
29.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
29.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
8.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
7.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
6.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
5.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
5.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
3.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
3.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
LRRC32 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
12.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
55.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
51.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
42.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
40.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
35.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
35.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
29.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
26.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.7
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.
LRRC32 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
20.2
Number of samples
207
Samples
Sample
Description
TPM
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
70.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
58.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
56.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
56.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
52.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
52.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
52.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
49.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
48.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
45.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
45.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
45.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
45.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
44.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
43.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
42.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
40.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
39.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
39.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
39.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
38.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
37.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
37.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
37.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
35.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
34.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
34.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
32.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
29.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
5.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
5.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.0
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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.
The Human Protein Atlas project is funded
