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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.
LRRC8B is potential prognostic, high expression is favorable 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
4.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
2.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
1.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
LRRC8B 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
13.8
Number of samples
486
Samples
Sample
Description
TPM
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
7.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
5.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
5.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LRRC8B 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
4.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.2
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.
LRRC8B 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
12.5
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
