We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
TMEM161B 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
6.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 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.
TMEM161B 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
11.1
Number of samples
486
Samples
Sample
Description
TPM
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
8.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
8.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
7.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
7.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
6.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
6.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
6.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
6.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
6.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
6.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
5.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
4.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
3.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM161B is potential prognostic, high expression is favorable 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-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.6
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.
TMEM161B 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
10.4
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
52.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
7.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
7.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
7.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
6.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
6.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
6.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
5.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
4.5
Show allShow less
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
