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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.
BID is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
53.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
160.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
126.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
115.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
108.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
108.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
107.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
101.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
100.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
99.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
98.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
95.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
93.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
92.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
90.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
87.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
85.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
85.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
84.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
83.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
82.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
81.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
80.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
79.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
77.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
77.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
77.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
77.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
75.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
74.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
74.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
74.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
73.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
73.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
73.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
73.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
73.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
72.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
72.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
70.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
69.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
68.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
68.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
68.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
67.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
67.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
67.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
66.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
66.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
66.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
66.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
66.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
65.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
65.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
65.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
65.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
65.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
65.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
65.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
65.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
65.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
64.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
64.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
64.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
63.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
63.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
63.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
63.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
63.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
63.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
63.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
62.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
61.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
61.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
61.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
61.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
61.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
61.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
61.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
60.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
60.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
60.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
59.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
59.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
59.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
58.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
58.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
58.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
58.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
58.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
58.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
58.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
58.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
57.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
57.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
57.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
57.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
57.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
57.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
57.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
57.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
56.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
56.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
56.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
55.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
55.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
55.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
55.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
55.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
55.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
54.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
54.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
54.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
54.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
54.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
54.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
54.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
54.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
54.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
54.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
54.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
53.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
53.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
53.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
53.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
52.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
51.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
51.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
51.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
51.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
51.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
51.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
50.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
50.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
50.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
50.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
49.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
49.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
49.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
49.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
49.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
48.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
48.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
48.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
47.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
47.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
47.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
47.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
47.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
47.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
47.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
46.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
46.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
46.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
45.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
45.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
45.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
45.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
45.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
45.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
45.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
45.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
45.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
45.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
45.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
44.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
44.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
43.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
43.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
43.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
43.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
43.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
42.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
42.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
42.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
42.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
41.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
41.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
41.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
41.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
41.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
41.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
40.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
40.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
40.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
40.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
40.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
40.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
39.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
39.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
39.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
39.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
39.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
39.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
39.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
39.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
38.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
38.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
38.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
38.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
38.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
38.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
37.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
37.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
37.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
37.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
37.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
37.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
36.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
36.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
36.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
36.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
36.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
35.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
35.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
35.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
35.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
35.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
35.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
34.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
34.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
34.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
34.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
32.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
32.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
32.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
32.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
32.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
32.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
32.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
32.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
31.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
31.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
31.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
30.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
30.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
28.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
28.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
28.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
27.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
27.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
27.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
27.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 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.
BID 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
24.9
Number of samples
486
Samples
Sample
Description
TPM
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
83.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
65.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
61.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
52.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
51.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
50.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
50.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
49.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
48.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
47.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
47.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
46.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
45.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
45.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
43.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
42.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
42.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
41.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
41.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
41.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
40.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
40.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
40.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
40.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
40.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
40.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
39.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
39.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
38.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
38.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
38.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
38.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
37.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
36.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
36.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
36.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
36.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
36.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
35.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
35.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
35.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
35.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
34.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
34.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
33.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
33.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
33.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
33.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
33.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
33.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
33.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
33.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
32.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
32.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
32.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
31.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
31.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
31.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
31.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
30.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
30.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
29.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
29.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
27.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
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.
BID 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
51.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
128.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
127.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
119.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
104.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
94.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
84.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
84.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
82.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
77.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
73.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
73.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
71.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
69.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
68.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
67.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
67.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
65.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
64.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
62.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
62.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
61.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
60.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
60.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
60.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
59.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
59.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
58.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
57.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
55.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
55.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
54.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
54.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
53.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
53.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
51.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
51.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
50.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
50.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
49.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
49.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
48.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
47.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
47.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
47.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
47.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
47.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
46.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
46.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
45.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
45.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
45.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
45.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
44.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
42.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
42.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
41.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
41.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
41.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
41.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
40.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
39.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
37.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
37.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
37.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
36.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
36.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
36.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
35.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
35.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
35.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
34.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
34.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
32.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
30.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
30.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
29.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
28.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
28.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
28.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
28.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
28.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
27.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
24.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
22.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
BID 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
22.7
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
53.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
50.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
39.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
39.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
38.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
37.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
36.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
35.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
35.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
35.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
35.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
35.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
34.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
34.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
34.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
34.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
33.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
33.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
33.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
33.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
31.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
30.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
30.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
29.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
26.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
1.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.6
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.6
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.8
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.8
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
