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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.
GCHFR 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
42.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
159.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
157.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
114.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
105.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
100.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
99.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
98.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
95.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
91.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
89.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
89.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
89.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
88.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
87.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
85.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
82.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
82.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
81.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
80.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
79.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
78.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
78.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
77.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
77.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
76.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
74.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
74.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
73.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
72.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
72.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
71.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
71.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
68.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
68.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
68.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
66.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
66.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
66.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
65.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
65.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
63.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
63.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
62.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
62.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
62.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
62.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
62.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
61.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
61.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
60.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
60.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
60.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
59.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
59.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
59.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
59.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
58.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
58.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
58.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
58.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
58.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
57.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
56.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
55.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
55.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
55.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
55.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
55.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
54.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
54.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
53.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
52.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
50.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
50.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
50.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
50.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
49.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
49.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
49.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
49.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
49.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
49.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
48.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
48.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
48.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
48.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
48.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
47.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
47.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
46.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
45.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
45.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
45.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
44.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
44.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
44.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
43.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
43.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
43.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
43.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
43.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
43.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
43.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
43.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
43.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
42.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
42.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
42.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
42.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
42.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
42.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
41.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
41.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
40.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
40.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
40.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
40.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
40.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
40.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
39.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
39.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
39.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
39.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
38.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
38.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
38.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
37.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
37.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
37.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
37.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
37.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
36.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
36.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
36.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
36.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
36.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
36.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
36.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
35.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
35.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
35.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
35.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
35.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
35.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
35.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
34.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
34.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
34.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
34.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
34.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
33.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
33.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
32.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
31.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
31.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
31.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
30.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
30.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
30.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
30.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
30.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
30.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
29.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
28.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
28.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
27.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
27.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
27.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
27.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
27.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
27.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
27.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
26.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
26.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
25.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
25.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
24.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
24.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
23.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
23.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
22.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 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.
GCHFR 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
16.2
Number of samples
486
Samples
Sample
Description
TPM
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
85.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
53.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
52.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
51.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
50.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
46.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
43.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
43.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
43.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
43.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
41.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
40.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
40.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
39.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
38.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
37.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
37.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
36.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
36.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
36.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
34.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
31.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
31.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
31.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
30.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
28.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
26.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
7.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
7.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
7.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
6.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
6.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
6.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
6.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
6.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
5.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
5.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
4.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
4.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
4.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
4.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
4.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
4.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
4.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
4.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
3.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
3.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
3.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
3.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
3.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
2.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
GCHFR 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
36.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
228.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
133.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
96.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
89.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
81.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
81.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
74.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
71.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
69.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
66.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
64.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
58.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
56.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
47.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
45.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
45.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
45.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
44.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
43.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
40.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
40.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
40.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
39.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
38.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
38.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
37.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
37.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
36.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
36.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
36.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
35.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
34.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
34.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
33.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
33.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
31.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
31.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
30.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
29.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
29.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
28.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
28.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
27.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
27.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
26.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
26.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
24.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
24.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
24.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
17.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
17.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 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.
GCHFR 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
11.1
Number of samples
207
Samples
Sample
Description
TPM
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
37.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
7.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
6.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
6.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
5.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
5.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
5.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
5.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
5.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
5.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
5.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
5.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
5.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
4.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
4.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
4.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
4.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
3.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
3.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
2.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
2.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
2.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
2.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
4b263734-430f-41dc-a296-8691f0_D3
Tumor
1.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
1.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
1.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
1.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
1.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
1.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
1.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
1.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.9
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.8
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.8
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.7
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.7
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.7
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.6
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.6
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.7
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.7
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.7
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.8
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.8
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.8
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.8
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.8
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.9
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.9
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.9
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.9
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-1.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-1.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-1.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-1.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-1.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-1.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-1.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-1.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-1.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-1.9
411d9597-c785-4de5-b449-29a80d_D2
Normal
-2.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
