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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.
CHCHD1 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
53.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
180.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
101.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
97.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
91.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
90.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
88.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
87.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
86.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
83.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
82.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
82.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
82.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
78.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
78.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
76.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
75.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
75.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
74.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
74.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
73.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
73.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
73.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
73.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
72.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
71.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
71.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
71.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
71.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
70.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
70.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
70.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
69.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
68.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
68.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
68.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
67.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
67.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
67.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
66.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
66.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
65.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
65.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
64.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
64.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
64.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
64.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
63.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
63.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
63.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
63.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
63.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
62.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
62.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
62.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
62.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
61.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
61.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
61.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
61.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
61.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
60.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
60.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
60.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
60.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
60.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
60.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
59.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
59.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
59.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
59.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
59.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
59.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
59.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
59.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
59.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
58.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
58.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
58.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
58.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
58.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
58.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
58.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
57.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
57.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
57.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
57.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
57.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
57.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
56.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
56.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
56.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
56.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
56.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
56.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
56.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
56.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
56.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
56.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
56.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
55.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
55.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
55.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
55.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
55.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
55.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
55.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
55.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
54.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
54.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
54.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
54.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
54.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
54.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
54.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
54.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
53.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
53.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
53.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
53.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
52.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
52.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
52.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
52.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
52.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
52.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
51.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
51.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
51.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
51.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
51.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
51.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
51.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
51.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
51.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
51.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
51.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
50.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
50.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
50.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
50.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
50.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
50.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
50.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
50.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
50.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
49.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
49.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
49.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
49.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
49.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
49.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
48.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
48.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
48.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
48.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
48.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
48.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
48.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
48.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
48.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
47.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
47.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
47.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
47.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
46.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
46.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
46.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
46.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
46.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
46.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
46.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
45.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
45.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
45.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
45.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
45.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
45.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
44.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
44.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
44.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
44.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
44.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
44.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
44.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
44.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
43.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
43.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
43.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
43.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
43.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
43.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
43.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
42.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
42.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
42.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
42.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
42.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
42.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
41.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
41.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
41.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
41.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
41.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
41.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
41.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
40.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
40.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
40.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
40.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
40.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
40.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
40.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
40.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
40.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
40.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
40.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
39.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
39.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
39.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
39.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
39.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
38.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
38.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
38.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
38.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
38.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
37.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
37.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
37.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
37.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
36.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
36.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
35.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
35.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
35.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
35.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
35.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
35.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
34.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
34.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
34.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
33.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
33.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
32.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
32.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
31.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
31.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
27.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
27.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 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.
CHCHD1 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
12.0
Number of samples
486
Samples
Sample
Description
TPM
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
61.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
30.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
7.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
6.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
6.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
5.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
5.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
5.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
5.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
4.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CHCHD1 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
49.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
102.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
93.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
83.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
83.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
81.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
76.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
69.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
68.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
67.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
66.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
65.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
65.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
64.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
63.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
62.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
62.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
62.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
60.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
59.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
57.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
56.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
56.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
56.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
55.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
55.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
54.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
54.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
54.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
53.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
53.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
53.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
53.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
53.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
52.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
52.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
52.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
51.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
51.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
50.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
50.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
48.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
48.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
48.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
48.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
47.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
47.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
47.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
46.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
46.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
46.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
45.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
45.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
45.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
44.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
44.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
44.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
43.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
43.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
43.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
42.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
42.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
42.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
41.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
41.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
41.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
40.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
38.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
38.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
38.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
37.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
37.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
36.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
36.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
36.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
35.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
34.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
33.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
32.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
31.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
29.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
29.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
29.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
28.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
27.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
26.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 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.
CHCHD1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.0
Number of samples
207
Samples
Sample
Description
TPM
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
7.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
7.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
6.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
6.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
6.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
6.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
6.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
5.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
5.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
2.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
1.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
1.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.8
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.7
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.7
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.7
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.9
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.9
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.9
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.9
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-1.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-1.6
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
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
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
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
