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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.
TIMM10 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
63.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
186.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
156.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
136.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
136.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
130.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
126.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
121.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
119.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
118.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
116.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
114.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
113.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
113.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
111.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
109.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
107.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
107.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
107.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
104.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
103.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
101.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
101.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
100.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
100.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
99.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
99.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
98.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
97.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
95.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
94.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
93.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
93.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
92.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
92.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
92.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
91.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
90.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
90.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
90.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
89.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
88.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
88.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
88.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
88.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
86.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
85.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
84.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
84.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
83.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
83.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
83.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
82.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
81.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
81.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
79.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
79.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
78.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
78.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
78.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
77.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
77.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
77.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
76.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
76.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
75.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
74.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
74.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
74.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
74.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
74.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
73.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
73.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
73.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
73.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
73.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
72.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
71.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
71.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
71.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
71.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
70.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
70.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
70.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
69.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
69.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
69.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
69.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
69.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
69.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
68.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
68.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
67.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
67.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
66.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
66.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
66.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
65.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
65.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
65.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
65.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
65.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
65.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
64.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
64.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
64.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
64.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
63.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
63.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
63.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
63.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
63.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
63.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
63.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
62.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
62.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
61.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
61.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
61.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
61.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
60.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
60.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
60.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
60.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
60.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
59.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
59.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
59.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
59.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
58.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
58.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
58.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
58.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
58.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
57.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
57.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
57.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
57.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
57.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
56.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
56.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
56.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
56.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
55.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
55.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
55.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
55.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
55.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
55.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
54.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
54.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
54.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
54.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
54.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
54.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
54.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
54.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
53.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
53.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
53.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
53.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
53.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
53.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
52.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
52.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
52.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
52.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
52.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
51.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
51.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
51.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
50.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
50.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
50.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
50.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
50.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
50.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
50.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
49.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
49.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
49.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
49.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
48.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
48.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
48.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
48.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
48.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
47.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
47.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
47.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
47.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
46.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
46.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
46.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
46.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
46.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
46.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
46.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
45.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
45.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
45.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
45.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
45.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
44.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
44.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
43.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
42.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
42.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
41.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
41.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
41.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
41.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
41.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
40.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
39.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
39.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
39.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
39.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
39.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
39.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
39.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
39.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
38.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
37.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
37.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
37.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
37.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
37.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
36.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
36.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
35.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
35.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
34.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
34.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
34.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
33.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
32.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
32.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
32.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
31.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
30.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
30.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
29.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
29.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
29.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
28.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
28.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
27.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
26.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
23.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
22.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 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.
TIMM10 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
28.1
Number of samples
486
Samples
Sample
Description
TPM
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
77.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
72.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
71.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
65.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
65.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
64.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
60.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
60.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
58.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
58.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
55.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
55.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
54.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
54.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
52.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
52.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
52.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
51.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
51.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
50.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
48.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
48.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
48.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
48.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
47.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
47.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
47.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
47.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
46.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
46.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
45.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
45.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
45.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
45.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
45.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
44.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
43.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
43.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
43.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
43.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
42.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
42.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
42.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
42.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
42.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
42.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
42.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
41.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
41.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
41.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
41.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
41.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
40.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
40.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
40.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
40.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
40.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
40.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
39.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
39.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
39.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
39.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
39.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
39.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
39.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
38.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
38.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
38.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
38.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
38.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
37.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
37.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
37.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
37.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
37.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
37.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
37.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
37.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
37.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
37.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
37.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
36.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
36.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
36.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
36.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
36.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
36.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
36.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
35.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
35.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
35.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
35.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
35.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
35.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
35.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
35.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
35.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
34.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
34.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
34.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
34.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
34.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
34.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
33.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
33.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
33.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
33.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
32.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
32.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
32.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
32.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
31.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
31.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
31.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
31.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
31.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
31.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
31.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
31.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
31.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
30.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
30.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
30.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
30.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
30.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
29.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
29.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
28.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
TIMM10 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
64.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
268.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
212.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
154.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
139.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
120.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
110.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
107.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
101.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
97.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
95.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
94.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
93.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
91.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
90.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
90.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
89.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
84.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
80.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
78.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
78.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
77.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
76.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
74.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
73.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
70.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
70.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
69.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
66.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
65.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
65.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
63.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
63.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
60.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
60.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
58.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
57.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
56.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
56.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
56.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
56.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
56.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
55.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
54.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
54.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
53.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
53.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
52.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
52.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
51.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
51.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
51.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
50.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
50.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
50.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
49.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
49.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
49.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
49.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
49.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
47.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
47.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
46.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
45.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
45.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
45.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
44.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
43.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
43.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
42.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
42.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
42.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
40.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
39.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
38.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
38.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
37.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
35.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
34.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
34.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
34.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
33.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
32.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
30.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
27.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
27.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
27.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.6
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.
TIMM10 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
25.0
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
55.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
54.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
54.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
50.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
47.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
45.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
43.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
43.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
42.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
42.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
42.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
39.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
38.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
38.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
38.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
38.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
37.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
37.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
37.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
37.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
37.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
36.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
36.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
36.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
35.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
35.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
34.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
34.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
33.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
33.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
32.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
32.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
31.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
30.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
29.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.8
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
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Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-1.2
b2400046-1d25-429d-a821-6040a6
Tumor
-1.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.7
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
