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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.
CHCHD7 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
45.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
125.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
113.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
109.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
105.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
100.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
98.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
96.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
96.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
94.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
89.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
89.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
87.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
86.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
86.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
80.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
79.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
78.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
74.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
74.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
74.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
74.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
73.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
73.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
72.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
72.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
71.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
71.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
71.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
70.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
69.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
69.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
68.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
67.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
66.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
66.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
64.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
64.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
63.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
62.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
62.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
60.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
60.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
60.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
59.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
59.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
59.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
59.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
59.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
58.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
58.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
58.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
58.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
57.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
57.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
57.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
56.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
55.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
55.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
55.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
55.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
54.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
53.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
53.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
52.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
52.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
52.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
52.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
52.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
51.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
51.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
50.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
50.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
49.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
49.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
49.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
49.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
49.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
49.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
49.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
48.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
48.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
48.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
48.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
48.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
48.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
48.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
48.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
47.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
47.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
47.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
47.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
47.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
47.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
47.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
46.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
46.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
46.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
45.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
45.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
45.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
45.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
45.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
45.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
45.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
45.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
45.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
45.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
44.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
44.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
44.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
44.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
43.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
43.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
43.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
43.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
43.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
43.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
43.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
43.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
43.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
43.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
43.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
43.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
42.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
42.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
42.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
42.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
42.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
41.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
41.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
41.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
41.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
40.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
40.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
40.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
40.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
40.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
40.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
40.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
40.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
40.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
39.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
39.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
39.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
39.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
39.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
39.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
39.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
38.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
38.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
38.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
38.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
38.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
38.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
38.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
38.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
38.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
38.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
37.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
37.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
36.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
36.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
36.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
36.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
36.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
36.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
36.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
35.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
35.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
35.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
35.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
35.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
35.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
34.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
34.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
34.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
34.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
34.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
34.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
34.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
34.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
33.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
33.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
33.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
33.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
33.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
32.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
32.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
32.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
32.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
32.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
31.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
31.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
31.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
31.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
30.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
30.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
30.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
30.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
30.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
30.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
30.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
30.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
30.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
30.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
30.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
29.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
29.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
29.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
29.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
29.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
29.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
28.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
28.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
28.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
27.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
27.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
25.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
25.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
24.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
24.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
23.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
23.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
22.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
CHCHD7 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
19.8
Number of samples
486
Samples
Sample
Description
TPM
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
62.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
50.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
49.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
46.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
45.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
43.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
42.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
42.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
42.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
42.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
41.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
41.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
37.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
36.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
35.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
35.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
35.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
34.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
34.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
34.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
33.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
32.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
32.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
32.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
32.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
30.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
30.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
29.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
29.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
28.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
28.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
28.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
CHCHD7 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
49.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
147.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
112.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
98.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
95.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
91.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
90.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
89.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
79.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
78.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
78.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
71.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
71.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
69.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
68.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
65.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
64.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
61.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
61.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
60.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
60.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
58.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
58.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
58.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
57.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
56.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
56.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
55.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
54.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
54.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
53.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
53.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
53.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
53.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
51.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
50.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
48.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
48.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
48.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
47.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
47.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
47.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
46.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
45.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
44.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
44.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
43.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
43.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
43.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
42.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
40.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
40.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
40.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
40.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
38.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
37.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
37.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
37.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
37.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
37.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
36.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
36.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
36.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
35.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
35.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
34.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
34.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
34.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
33.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
32.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
32.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
32.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
32.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
32.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
32.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
32.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
32.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
32.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
31.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
30.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
28.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
28.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
27.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
22.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 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.
CHCHD7 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
20.1
Number of samples
207
Samples
Sample
Description
TPM
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
46.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
43.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
43.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
40.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
39.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
39.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
39.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
39.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
33.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
32.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
31.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
31.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
31.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
30.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
30.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
29.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
1.9
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
1.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
1.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.7
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.7
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.7
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.7
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.7
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.7
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.6
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.7
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.8
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.8
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.4
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
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
