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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.
TMEM250 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
25.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
58.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
47.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
46.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
45.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
44.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
44.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
44.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
43.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
41.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
40.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
40.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
40.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
39.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
39.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
39.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
39.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
39.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
39.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
38.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
38.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
38.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
38.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
37.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
36.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
36.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
35.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
35.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
35.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
35.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
35.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
34.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
34.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
34.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
34.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
33.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
33.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
33.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
33.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
33.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
33.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
33.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
33.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
33.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
33.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
32.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
32.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
32.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
31.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
31.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
31.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
30.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
30.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
30.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
30.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
30.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
29.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
29.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
29.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
29.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
29.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
29.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
29.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
29.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
28.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
28.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
28.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
28.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
28.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
28.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
28.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
28.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
28.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
27.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
27.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
27.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
27.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
27.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
27.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
26.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
26.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
26.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
26.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
26.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
25.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
25.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
25.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
24.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
24.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
24.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
24.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
23.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
23.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
23.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
22.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
20.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
20.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
19.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM250 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
25.1
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
56.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
54.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
53.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
49.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
49.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
48.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
48.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
47.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
47.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
45.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
44.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
44.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
42.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
42.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
42.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
40.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
39.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
39.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
38.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
38.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
38.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
38.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
37.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
36.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
36.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
36.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
35.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
35.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
35.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
35.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
35.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
34.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
34.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
34.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
34.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
34.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
34.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
33.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
33.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
33.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
32.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
32.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
31.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
31.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
30.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
29.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
TMEM250 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
26.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
58.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
51.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
47.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
47.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
47.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
43.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
41.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
39.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
36.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
36.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
35.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
35.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
35.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
34.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
32.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
32.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
32.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
32.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
30.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
30.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
30.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
29.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
29.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
29.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
28.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
28.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
28.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
28.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
27.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
27.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
26.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
25.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
25.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
24.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
24.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
23.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
23.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
23.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
22.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
21.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 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.
TMEM250 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
24.3
Number of samples
207
Samples
Sample
Description
TPM
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
55.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
49.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
42.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
39.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
38.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
38.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
38.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
38.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
38.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
37.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
37.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
36.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
35.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
35.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
34.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
34.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
33.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
33.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
33.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
31.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
31.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
30.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
30.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
30.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
