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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.
LRCH3 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
6.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
LRCH3 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.9
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
40.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
31.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
LRCH3 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
6.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.2
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.
LRCH3 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
19.8
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
36.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
21.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.9
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.9
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.8
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.8
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.7
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.7
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
