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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM167B 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
17.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
54.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
38.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
34.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
29.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
28.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
28.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
27.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
27.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
27.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
27.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
27.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
26.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
25.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
24.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
22.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
22.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
22.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
21.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 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.
TMEM167B 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
12.5
Number of samples
486
Samples
Sample
Description
TPM
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
4.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
TMEM167B is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
35.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
31.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
29.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
29.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
25.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
24.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.1
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.
TMEM167B 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
11.9
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
