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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.
NDUFB6 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
57.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
145.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
133.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
127.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
117.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
115.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
106.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
101.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
93.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
93.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
90.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
85.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
85.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
82.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
82.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
81.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
80.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
80.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
79.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
79.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
79.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
78.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
78.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
78.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
78.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
78.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
77.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
77.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
76.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
76.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
76.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
76.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
76.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
75.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
74.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
74.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
74.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
74.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
74.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
73.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
72.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
71.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
71.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
71.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
71.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
70.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
70.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
69.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
68.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
68.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
68.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
68.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
68.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
68.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
68.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
68.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
67.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
66.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
66.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
66.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
66.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
66.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
66.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
65.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
65.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
65.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
64.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
64.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
64.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
64.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
64.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
64.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
64.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
64.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
64.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
64.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
64.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
64.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
63.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
63.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
63.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
62.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
62.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
62.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
62.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
62.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
62.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
61.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
61.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
61.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
61.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
61.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
61.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
61.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
60.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
60.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
60.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
59.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
59.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
59.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
59.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
59.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
59.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
58.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
58.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
58.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
58.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
58.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
58.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
58.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
58.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
57.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
57.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
57.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
57.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
57.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
57.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
57.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
57.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
57.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
57.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
56.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
56.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
56.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
56.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
56.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
56.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
55.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
55.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
54.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
54.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
54.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
54.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
54.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
54.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
54.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
54.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
54.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
54.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
53.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
53.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
53.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
53.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
53.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
52.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
52.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
51.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
51.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
51.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
51.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
51.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
51.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
51.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
51.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
51.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
51.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
50.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
50.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
50.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
49.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
49.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
49.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
49.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
49.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
49.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
49.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
48.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
48.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
48.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
48.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
48.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
48.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
48.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
47.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
47.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
47.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
47.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
47.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
47.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
47.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
47.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
47.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
47.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
47.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
47.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
47.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
46.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
46.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
46.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
46.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
46.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
46.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
45.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
45.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
45.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
45.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
45.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
45.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
45.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
45.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
45.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
45.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
44.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
44.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
44.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
44.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
43.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
43.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
43.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
42.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
42.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
42.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
41.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
41.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
41.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
41.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
41.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
41.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
41.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
41.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
41.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
40.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
40.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
40.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
40.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
39.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
39.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
39.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
39.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
39.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
38.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
38.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
38.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
37.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
37.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
37.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
36.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
36.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
35.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
35.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
35.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
35.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
34.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
33.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
33.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
32.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
32.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
32.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
30.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
30.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
29.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
28.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
28.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
27.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
NDUFB6 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
11.5
Number of samples
486
Samples
Sample
Description
TPM
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
9.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
8.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
8.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
8.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
7.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
7.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
6.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
6.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
6.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
6.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
6.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
5.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
5.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
5.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NDUFB6 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
60.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
173.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
172.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
135.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
127.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
107.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
96.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
94.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
86.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
83.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
82.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
80.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
79.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
78.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
78.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
78.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
77.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
77.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
76.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
75.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
74.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
72.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
70.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
70.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
69.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
65.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
64.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
64.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
63.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
63.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
63.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
62.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
60.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
60.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
58.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
58.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
58.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
57.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
56.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
56.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
56.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
55.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
55.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
55.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
55.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
55.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
54.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
54.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
53.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
53.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
53.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
53.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
52.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
52.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
51.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
51.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
51.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
50.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
49.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
49.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
48.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
48.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
47.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
46.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
46.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
46.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
45.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
45.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
44.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
44.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
44.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
43.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
43.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
43.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
43.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
41.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
41.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
41.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
40.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
39.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
38.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
37.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
35.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
33.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
32.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
31.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
30.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
29.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NDUFB6 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.4
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
8.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
6.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
6.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
5.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
5.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
0.8
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
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Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
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Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
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Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
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Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
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Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
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Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
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Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
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Tumor
-0.3
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Tumor
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
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Tumor
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
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Tumor
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.0
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
