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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.
TMEM160 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
12.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
39.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
32.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
32.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
28.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
24.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
21.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
TMEM160 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.3
Number of samples
486
Samples
Sample
Description
TPM
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
6.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
5.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
4.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
4.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
3.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
2.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM160 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
11.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
140.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
29.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 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.
TMEM160 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.7
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
27.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
6.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
5.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
4.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
4.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.1
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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
