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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.
TMEM30B 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
18.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
59.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
45.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
44.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
41.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
40.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
40.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
39.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
37.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
36.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
34.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
33.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
33.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
33.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
32.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
32.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
31.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
31.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
31.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
31.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
30.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
30.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
30.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
29.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
28.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
28.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
28.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
27.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
27.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
26.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
26.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
25.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
24.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
24.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
24.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
24.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
22.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
21.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
20.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 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.
TMEM30B 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
22.6
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
62.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
60.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
48.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
48.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
47.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
46.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
45.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
45.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
44.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
44.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
43.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
42.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
42.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
42.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
41.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
41.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
40.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
39.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
39.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
39.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
39.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
38.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
37.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
37.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
37.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
37.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
37.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
37.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
36.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
36.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
36.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
35.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
35.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
35.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
35.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
34.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
34.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
34.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
34.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
34.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
33.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
33.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
33.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
33.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
33.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
33.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
33.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
33.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
32.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
32.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
32.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
31.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
30.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
30.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
27.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
26.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
7.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
6.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
4.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
4.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM30B is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
36.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
36.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
34.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
31.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
30.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
30.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
30.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
30.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
29.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
29.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
28.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
27.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
26.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
25.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
23.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM30B is potential prognostic, high expression is unfavorable 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
20.1
Number of samples
207
Samples
Sample
Description
TPM
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
44.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
44.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
44.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
44.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
41.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
39.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
38.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
37.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
36.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
35.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
33.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
33.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
33.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
32.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
32.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
31.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
30.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
25.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
1.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.9
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.9
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.9
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.7
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.7
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.7
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.7
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.6
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.6
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.7
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.7
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.7
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.7
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.9
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.4
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
