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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.
TMEM135 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
37.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM135 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
16.7
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
32.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
31.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.1
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.
TMEM135 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.6
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.
TMEM135 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
14.6
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
46.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.3
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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
