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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.
MRPL10 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
38.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
73.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
70.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
67.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
66.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
63.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
63.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
61.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
60.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
59.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
59.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
59.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
58.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
55.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
55.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
55.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
55.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
54.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
54.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
54.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
53.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
53.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
53.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
52.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
52.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
52.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
51.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
51.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
51.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
51.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
50.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
50.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
50.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
50.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
50.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
50.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
49.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
49.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
48.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
48.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
48.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
48.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
47.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
47.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
47.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
47.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
47.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
47.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
47.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
47.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
47.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
46.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
46.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
46.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
46.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
45.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
45.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
44.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
44.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
43.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
43.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
43.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
43.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
42.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
42.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
42.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
42.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
42.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
42.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
42.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
42.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
41.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
41.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
41.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
41.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
41.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
41.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
41.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
40.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
40.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
40.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
40.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
40.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
40.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
39.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
39.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
39.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
39.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
39.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
39.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
39.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
39.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
39.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
39.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
38.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
38.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
38.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
38.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
38.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
38.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
38.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
38.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
38.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
38.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
38.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
37.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
37.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
37.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
37.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
37.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
37.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
37.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
37.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
37.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
37.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
37.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
37.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
37.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
37.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
37.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
36.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
36.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
36.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
36.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
36.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
36.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
36.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
36.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
36.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
36.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
36.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
35.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
35.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
35.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
35.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
35.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
35.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
35.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
35.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
35.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
35.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
35.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
35.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
35.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
35.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
35.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
35.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
35.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
35.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
35.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
35.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
35.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
35.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
34.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
34.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
34.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
34.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
34.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
34.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
34.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
34.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
34.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
34.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
34.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
33.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
33.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
33.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
33.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
33.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
33.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
33.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
33.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
33.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
33.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
33.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
33.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
33.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
32.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
32.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
32.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
32.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
32.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
32.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
32.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
32.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
31.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
31.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
31.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
31.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
31.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
31.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
31.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
31.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
31.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
31.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
31.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
31.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
31.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
30.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
30.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
30.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
30.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
30.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
30.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
30.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
30.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
30.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
30.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
30.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
29.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
29.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
29.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
29.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
28.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
28.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
28.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
28.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
28.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
27.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
27.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
27.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
27.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
27.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
26.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
26.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
25.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
24.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
24.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
23.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
22.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 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.
MRPL10 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
21.8
Number of samples
486
Samples
Sample
Description
TPM
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
46.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
45.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
39.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
38.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
38.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
36.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
36.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
36.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
36.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
35.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
35.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
34.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
34.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
33.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
33.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
32.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
32.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
31.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
30.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
29.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MRPL10 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
36.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
102.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
66.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
55.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
54.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
54.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
54.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
49.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
48.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
47.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
47.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
47.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
47.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
46.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
46.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
46.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
45.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
43.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
43.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
43.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
43.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
42.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
42.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
42.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
41.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
40.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
40.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
40.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
40.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
40.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
40.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
40.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
39.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
39.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
39.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
39.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
39.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
39.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
39.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
38.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
38.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
36.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
35.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
35.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
35.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
34.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
34.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
34.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
34.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
34.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
34.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
33.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
33.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
32.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
32.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
32.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
32.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
31.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
31.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
30.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
30.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
30.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
29.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
29.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
28.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
28.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
27.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
27.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
27.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
27.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
25.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
22.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
22.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
21.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.6
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.
MRPL10 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.2
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
37.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
34.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
34.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
31.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
28.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
1.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.9
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.8
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.7
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.7
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.7
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.7
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.8
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.9
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-1.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-1.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-1.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.9
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
