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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.
TMEM51 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
19.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
48.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
42.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
40.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
36.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
36.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
35.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
34.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
32.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
31.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
31.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
30.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
30.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
30.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
29.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
28.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
28.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
27.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
27.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
27.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
27.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
27.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
25.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
25.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
24.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
24.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
24.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
24.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
24.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
23.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
23.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
23.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
23.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
22.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
20.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
20.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 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.
TMEM51 is potential prognostic, high expression is unfavorable 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
21.6
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
45.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
43.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
38.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
38.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
38.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
35.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
35.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
35.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
35.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
34.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
34.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
34.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
33.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
33.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
32.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
31.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
31.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
30.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
29.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
TMEM51 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
18.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
37.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
31.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
29.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
29.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
29.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
27.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
27.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
27.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
26.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
26.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
25.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
25.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
24.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.8
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.
TMEM51 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
18.7
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
43.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
33.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.9
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
