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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.
TMEM14A 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
32.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
109.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
91.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
70.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
64.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
62.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
60.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
57.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
56.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
55.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
54.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
53.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
53.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
52.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
51.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
51.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
50.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
50.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
49.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
48.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
47.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
47.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
46.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
46.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
45.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
45.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
45.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
45.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
45.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
44.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
43.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
43.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
43.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
42.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
42.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
42.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
42.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
42.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
41.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
41.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
41.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
41.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
41.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
41.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
41.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
41.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
41.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
40.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
40.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
40.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
40.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
40.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
40.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
40.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
40.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
40.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
40.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
39.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
39.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
39.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
39.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
39.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
38.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
38.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
38.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
38.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
38.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
37.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
37.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
37.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
37.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
37.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
37.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
37.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
36.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
36.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
36.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
36.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
36.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
36.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
36.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
36.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
35.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
35.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
35.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
35.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
35.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
35.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
34.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
34.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
34.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
34.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
34.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
34.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
33.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
33.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
33.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
33.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
33.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
33.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
33.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
33.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
33.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
33.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
33.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
32.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
32.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
32.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
32.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
32.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
32.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
32.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
32.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
32.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
32.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
31.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
31.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
31.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
31.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
31.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
31.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
31.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
31.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
30.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
30.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
30.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
30.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
30.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
30.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
30.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
30.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
30.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
30.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
30.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
30.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
30.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
30.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
29.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
29.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
29.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
29.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
29.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
29.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
29.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
29.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
29.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
29.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
29.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
28.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
28.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
28.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
28.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
27.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
27.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
27.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
27.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
26.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
26.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
26.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
26.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
26.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
26.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
26.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
26.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
25.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
25.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
25.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
25.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
25.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
24.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
24.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
24.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
24.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
23.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
23.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
23.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
23.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
23.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
23.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
22.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
22.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
21.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
20.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
TMEM14A 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
13.1
Number of samples
486
Samples
Sample
Description
TPM
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
46.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
36.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
7.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
7.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
6.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
6.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
6.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
6.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
6.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
5.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
5.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
TMEM14A 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
34.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
144.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
68.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
63.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
56.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
52.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
51.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
51.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
49.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
48.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
48.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
47.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
47.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
46.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
44.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
44.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
44.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
42.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
42.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
42.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
42.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
41.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
41.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
39.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
39.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
38.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
38.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
37.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
37.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
36.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
35.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
35.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
35.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
35.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
35.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
34.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
33.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
33.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
33.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
32.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
32.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
32.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
32.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
32.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
31.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
31.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
31.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
31.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
30.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
30.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
30.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
29.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
29.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
29.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
29.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
29.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
28.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
28.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
28.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
27.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
27.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
25.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
24.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
14.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM14A is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.7
Number of samples
207
Samples
Sample
Description
TPM
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
43.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
