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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.
MRPL40 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
44.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
93.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
91.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
83.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
82.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
82.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
80.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
79.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
77.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
76.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
75.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
75.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
74.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
73.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
73.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
73.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
72.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
72.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
71.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
71.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
70.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
68.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
67.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
67.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
67.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
66.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
65.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
64.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
63.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
62.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
62.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
61.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
61.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
61.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
61.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
61.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
60.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
60.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
59.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
59.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
59.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
59.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
58.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
58.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
58.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
58.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
58.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
57.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
57.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
57.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
57.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
57.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
57.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
56.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
56.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
55.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
55.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
55.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
54.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
54.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
53.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
53.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
53.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
53.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
52.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
52.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
52.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
52.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
51.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
51.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
51.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
50.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
50.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
50.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
50.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
49.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
49.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
49.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
49.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
49.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
49.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
49.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
48.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
48.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
48.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
48.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
48.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
47.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
47.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
47.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
47.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
47.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
46.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
46.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
46.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
46.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
46.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
45.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
45.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
45.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
45.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
45.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
45.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
45.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
44.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
44.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
44.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
44.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
44.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
44.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
44.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
44.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
44.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
44.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
44.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
43.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
43.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
43.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
43.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
43.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
43.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
42.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
42.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
42.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
42.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
42.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
42.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
41.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
41.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
41.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
41.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
41.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
41.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
41.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
41.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
41.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
40.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
40.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
40.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
40.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
39.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
39.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
39.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
39.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
39.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
39.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
39.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
39.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
38.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
38.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
38.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
38.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
38.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
38.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
38.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
38.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
38.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
37.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
37.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
37.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
37.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
37.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
37.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
37.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
37.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
37.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
37.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
37.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
36.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
36.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
36.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
36.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
36.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
36.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
36.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
36.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
36.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
36.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
36.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
35.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
35.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
35.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
35.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
35.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
35.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
35.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
35.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
35.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
35.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
35.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
34.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
34.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
34.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
34.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
34.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
34.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
33.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
33.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
33.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
33.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
33.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
33.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
33.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
33.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
33.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
32.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
32.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
32.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
32.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
31.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
31.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
31.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
31.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
31.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
30.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
30.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
30.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
30.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
29.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
28.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
28.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
27.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
27.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
26.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
26.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
26.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
25.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
24.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
24.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
24.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
23.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
22.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
22.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 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.
MRPL40 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
24.7
Number of samples
486
Samples
Sample
Description
TPM
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
50.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
47.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
43.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
43.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
42.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
42.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
41.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
41.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
40.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
40.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
40.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
40.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
39.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
39.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
39.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
39.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
39.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
39.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
38.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
38.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
38.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
38.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
37.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
37.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
37.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
37.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
37.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
36.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
36.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
36.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
36.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
36.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
36.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
35.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
35.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
35.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
35.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
34.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
34.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
34.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
34.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
34.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
34.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
34.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
33.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
33.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
33.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
33.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
32.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
32.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
32.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
31.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
31.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
31.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
31.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
31.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
30.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
28.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
28.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
MRPL40 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
44.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
103.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
81.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
81.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
80.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
75.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
72.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
67.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
67.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
65.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
64.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
60.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
58.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
58.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
57.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
55.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
54.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
54.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
54.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
54.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
53.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
52.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
52.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
51.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
51.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
49.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
49.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
48.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
48.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
48.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
47.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
47.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
47.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
45.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
45.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
44.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
44.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
44.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
43.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
43.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
43.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
43.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
42.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
42.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
42.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
41.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
41.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
41.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
41.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
40.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
40.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
40.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
40.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
39.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
39.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
39.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
37.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
37.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
37.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
36.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
35.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
35.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
34.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
34.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
34.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
34.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
32.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
32.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
30.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
30.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
30.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
30.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
29.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
28.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
28.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
26.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
26.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
26.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
25.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
25.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
22.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 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.
MRPL40 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
21.7
Number of samples
207
Samples
Sample
Description
TPM
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
42.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
38.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
38.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
36.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
36.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
35.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
35.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
32.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
32.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
30.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
29.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.9
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.8
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.7
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.6
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.1
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.