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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.
NBR1 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
49.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
121.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
111.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
100.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
95.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
93.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
92.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
92.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
87.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
86.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
84.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
83.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
83.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
81.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
78.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
77.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
76.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
76.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
76.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
75.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
74.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
73.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
72.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
72.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
72.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
72.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
71.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
70.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
70.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
70.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
69.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
68.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
68.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
68.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
67.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
67.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
67.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
66.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
66.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
65.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
65.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
65.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
65.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
64.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
64.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
63.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
63.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
62.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
62.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
61.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
61.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
61.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
61.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
60.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
60.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
60.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
60.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
60.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
59.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
59.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
59.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
59.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
59.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
59.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
59.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
58.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
58.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
58.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
58.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
58.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
58.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
57.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
57.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
57.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
57.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
57.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
56.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
56.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
56.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
55.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
55.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
55.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
55.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
55.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
54.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
54.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
54.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
54.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
54.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
54.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
54.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
54.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
53.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
53.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
53.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
53.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
53.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
53.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
53.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
53.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
52.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
52.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
52.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
52.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
52.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
51.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
51.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
51.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
51.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
51.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
51.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
51.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
50.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
50.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
50.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
50.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
50.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
50.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
49.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
49.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
49.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
49.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
49.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
49.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
49.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
48.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
48.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
48.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
47.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
47.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
47.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
47.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
47.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
46.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
46.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
46.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
46.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
45.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
45.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
45.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
45.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
45.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
45.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
44.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
44.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
44.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
43.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
43.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
43.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
43.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
43.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
43.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
43.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
43.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
43.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
43.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
43.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
42.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
42.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
42.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
42.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
42.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
42.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
42.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
41.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
41.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
41.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
40.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
40.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
40.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
40.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
40.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
40.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
39.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
39.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
39.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
39.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
39.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
39.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
39.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
39.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
39.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
39.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
39.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
39.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
38.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
38.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
38.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
38.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
37.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
37.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
37.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
37.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
37.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
37.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
37.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
37.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
36.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
36.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
36.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
36.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
35.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
35.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
35.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
35.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
35.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
35.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
35.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
35.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
34.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
34.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
34.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
34.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
34.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
33.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
33.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
32.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
31.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
31.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
31.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
31.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
31.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
30.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
30.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
30.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
29.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
29.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
28.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
28.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
28.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
27.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
27.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
27.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
27.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
27.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
27.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
26.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
25.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
25.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
25.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
24.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
24.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
19.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
NBR1 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
71.2
Number of samples
486
Samples
Sample
Description
TPM
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
140.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
138.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
134.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
134.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
124.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
124.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
122.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
118.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
114.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
113.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
113.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
112.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
109.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
109.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
109.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
109.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
105.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
105.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
105.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
105.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
105.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
105.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
105.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
104.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
104.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
103.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
103.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
102.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
102.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
101.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
101.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
101.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
100.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
100.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
99.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
98.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
98.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
98.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
98.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
98.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
97.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
97.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
96.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
96.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
96.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
95.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
95.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
94.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
94.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
94.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
94.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
93.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
93.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
93.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
93.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
93.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
92.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
92.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
92.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
92.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
91.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
91.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
91.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
90.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
90.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
89.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
89.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
89.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
89.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
89.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
88.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
88.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
88.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
88.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
88.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
88.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
87.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
87.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
87.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
87.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
87.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
87.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
87.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
87.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
86.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
86.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
86.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
86.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
86.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
85.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
85.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
85.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
85.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
84.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
84.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
84.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
84.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
84.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
84.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
84.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
84.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
84.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
84.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
84.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
84.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
83.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
83.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
83.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
83.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
83.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
82.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
82.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
82.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
82.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
82.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
82.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
82.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
81.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
81.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
81.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
81.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
81.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
81.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
80.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
80.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
80.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
80.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
80.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
80.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
80.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
80.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
80.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
80.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
80.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
80.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
80.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
80.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
80.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
79.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
79.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
79.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
79.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
79.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
79.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
78.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
78.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
78.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
78.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
78.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
78.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
78.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
78.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
78.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
78.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
77.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
77.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
77.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
77.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
77.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
77.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
77.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
76.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
76.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
76.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
76.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
76.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
76.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
76.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
76.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
76.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
75.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
75.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
75.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
75.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
75.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
75.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
75.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
74.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
74.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
74.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
74.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
74.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
74.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
74.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
74.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
74.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
74.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
74.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
74.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
74.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
74.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
74.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
74.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
74.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
73.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
73.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
73.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
73.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
73.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
73.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
73.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
73.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
73.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
73.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
73.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
73.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
73.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
72.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
72.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
72.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
72.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
72.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
72.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
72.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
72.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
72.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
72.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
72.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
72.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
72.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
71.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
71.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
71.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
71.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
71.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
71.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
71.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
71.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
71.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
70.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
70.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
70.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
70.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
70.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
70.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
70.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
70.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
70.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
69.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
69.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
69.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
69.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
69.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
69.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
69.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
69.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
69.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
69.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
68.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
68.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
68.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
68.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
68.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
68.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
68.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
68.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
68.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
68.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
68.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
68.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
68.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
68.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
67.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
67.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
67.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
67.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
67.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
67.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
67.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
67.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
67.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
67.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
67.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
67.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
66.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
66.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
66.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
66.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
66.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
66.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
66.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
66.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
65.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
65.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
65.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
65.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
65.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
65.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
65.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
65.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
65.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
65.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
65.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
65.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
65.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
65.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
65.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
65.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
64.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
64.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
64.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
64.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
64.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
64.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
64.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
64.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
64.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
64.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
64.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
64.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
64.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
64.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
64.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
63.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
63.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
63.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
63.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
63.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
63.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
63.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
63.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
63.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
63.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
63.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
63.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
63.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
62.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
62.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
62.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
62.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
62.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
62.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
62.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
62.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
62.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
62.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
61.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
61.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
61.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
61.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
61.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
61.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
61.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
61.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
61.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
60.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
60.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
60.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
60.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
60.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
60.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
60.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
60.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
60.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
60.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
60.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
60.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
60.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
59.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
59.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
59.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
59.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
59.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
59.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
59.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
59.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
58.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
58.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
58.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
58.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
58.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
58.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
58.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
58.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
58.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
57.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
57.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
57.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
57.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
57.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
57.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
57.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
57.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
57.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
56.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
56.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
56.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
56.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
56.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
56.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
55.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
55.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
55.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
55.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
55.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
55.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
54.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
54.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
54.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
54.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
54.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
54.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
54.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
54.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
54.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
54.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
53.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
53.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
53.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
53.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
53.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
53.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
53.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
53.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
53.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
53.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
53.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
53.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
53.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
52.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
52.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
52.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
52.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
52.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
52.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
52.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
52.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
52.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
51.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
51.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
51.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
51.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
51.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
51.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
51.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
51.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
51.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
51.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
50.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
50.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
50.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
50.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
50.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
50.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
49.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
48.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
48.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
48.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
48.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
48.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
48.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
48.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
47.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
47.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
47.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
47.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
47.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
46.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
46.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
46.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
46.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
46.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
46.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
46.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
46.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
45.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
45.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
45.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
44.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
44.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
44.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
42.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
42.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
41.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
41.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
41.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
40.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
39.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
38.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
36.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
26.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NBR1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
49.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
129.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
90.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
81.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
81.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
79.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
78.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
78.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
76.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
75.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
74.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
74.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
73.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
72.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
71.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
67.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
67.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
66.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
66.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
64.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
64.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
63.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
59.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
58.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
58.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
55.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
54.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
54.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
54.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
54.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
54.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
53.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
53.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
53.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
52.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
52.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
51.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
51.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
51.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
50.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
50.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
50.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
49.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
49.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
48.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
48.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
47.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
47.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
47.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
46.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
46.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
46.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
45.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
44.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
43.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
43.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
42.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
41.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
40.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
40.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
40.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
40.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
39.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
39.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
39.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
39.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
38.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
38.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
38.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
37.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
34.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
32.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
32.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
32.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
32.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
32.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
31.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
31.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
28.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
26.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
24.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
24.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
20.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
17.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
16.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
NBR1 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
66.5
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
151.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
121.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
119.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
118.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
111.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
109.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
108.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
108.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
105.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
104.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
103.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
103.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
102.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
97.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
97.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
96.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
92.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
92.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
91.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
91.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
90.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
90.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
89.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
88.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
87.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
85.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
84.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
84.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
83.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
83.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
83.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
82.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
82.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
82.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
82.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
81.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
81.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
81.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
80.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
80.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
80.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
79.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
79.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
79.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
79.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
79.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
78.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
78.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
77.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
77.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
77.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
77.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
76.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
76.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
76.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
76.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
75.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
75.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
75.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
75.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
75.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
74.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
74.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
74.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
74.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
74.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
73.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
73.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
72.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
71.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
70.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
70.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
70.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
69.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
69.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
69.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
68.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
68.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
68.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
68.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
68.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
68.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
68.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
67.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
67.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
67.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
67.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
66.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
66.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
66.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
66.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
65.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
65.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
65.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
65.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
65.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
65.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
64.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
64.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
64.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
64.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
64.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
64.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
64.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
64.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
64.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
63.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
63.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
63.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
62.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
62.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
62.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
62.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
62.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
62.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
62.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
61.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
61.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
61.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
61.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
61.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
61.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
61.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
60.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
60.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
60.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
60.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
60.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
60.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
59.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
59.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
59.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
59.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
59.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
58.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
58.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
58.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
57.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
56.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
56.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
56.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
56.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
56.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
56.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
56.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
55.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
55.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
55.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
55.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
55.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
54.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
54.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
54.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
53.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
53.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
53.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
53.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
52.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
52.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
52.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
52.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
52.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
52.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
52.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
52.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
52.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
51.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
51.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
51.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
51.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
50.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
50.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
50.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
50.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
50.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
49.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
49.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
49.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
49.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
48.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
48.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
47.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
46.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
46.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
46.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
45.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
45.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
45.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
45.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
45.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
45.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
44.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
43.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
42.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
42.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
41.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
41.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
39.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
38.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
38.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
38.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
36.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
35.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
35.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
33.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
2.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
1.9
b2400046-1d25-429d-a821-6040a6
Tumor
1.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.7
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.7
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.8
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.8
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.9
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.9
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-1.1
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
