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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.
TMEM126A 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
29.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
64.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
59.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
55.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
52.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
51.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
51.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
47.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
47.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
47.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
46.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
45.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
45.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
44.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
43.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
43.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
43.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
42.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
41.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
41.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
41.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
40.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
40.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
40.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
40.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
39.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
39.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
39.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
39.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
39.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
38.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
38.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
38.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
38.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
37.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
37.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
37.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
36.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
36.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
36.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
36.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
36.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
36.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
36.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
36.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
35.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
35.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
35.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
35.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
34.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
34.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
34.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
34.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
34.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
34.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
34.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
34.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
34.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
34.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
34.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
34.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
33.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
33.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
33.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
33.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
33.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
33.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
33.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
33.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
32.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
32.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
32.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
32.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
32.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
32.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
32.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
32.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
32.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
32.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
32.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
32.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
32.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
31.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
31.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
31.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
31.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
31.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
31.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
31.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
31.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
31.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
31.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
30.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
30.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
30.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
30.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
30.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
30.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
30.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
30.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
30.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
30.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
30.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
30.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
30.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
29.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
29.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
29.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
29.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
29.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
29.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
29.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
29.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
29.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
29.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
29.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
29.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
29.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
28.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
28.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
28.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
28.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
28.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
28.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
27.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
27.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
27.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
27.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
27.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
27.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
27.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
27.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
26.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
26.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
26.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
26.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
26.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
26.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
26.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
26.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
26.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
26.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
26.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
25.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
25.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
25.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
25.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
25.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
25.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
25.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
25.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
24.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
24.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
24.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
24.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
24.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
24.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
23.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
23.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
23.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
22.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
22.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
21.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
21.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
17.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM126A is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.6
Number of samples
486
Samples
Sample
Description
TPM
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
7.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
6.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
5.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
5.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM126A 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
29.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
64.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
48.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
48.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
48.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
46.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
44.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
44.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
43.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
42.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
41.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
41.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
40.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
39.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
39.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
39.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
37.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
36.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
36.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
35.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
34.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
34.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
33.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
32.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
32.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
32.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
31.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
31.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
30.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
30.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
29.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
29.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
29.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
29.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
29.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
28.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
28.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
27.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
26.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
26.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
25.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
25.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
24.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
24.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
22.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
21.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
16.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
TMEM126A is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.6
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
6.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
6.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
6.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.6
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
