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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.
GPR160 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
61.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
216.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
192.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
176.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
171.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
166.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
165.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
153.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
152.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
148.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
148.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
148.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
141.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
141.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
139.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
135.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
134.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
133.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
129.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
128.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
126.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
125.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
122.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
121.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
120.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
115.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
112.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
112.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
110.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
109.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
108.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
108.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
105.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
104.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
103.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
102.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
101.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
99.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
98.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
96.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
96.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
94.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
92.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
89.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
89.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
88.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
88.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
87.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
87.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
87.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
87.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
86.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
86.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
86.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
85.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
84.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
80.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
80.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
79.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
79.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
79.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
79.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
78.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
77.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
76.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
76.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
75.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
75.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
75.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
74.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
74.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
73.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
73.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
73.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
73.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
72.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
72.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
72.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
71.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
70.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
69.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
69.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
69.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
69.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
69.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
69.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
69.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
68.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
68.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
68.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
66.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
65.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
65.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
65.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
65.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
64.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
64.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
63.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
63.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
63.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
63.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
63.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
63.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
62.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
62.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
61.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
61.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
60.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
60.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
60.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
60.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
59.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
57.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
57.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
57.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
56.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
56.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
56.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
56.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
56.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
55.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
55.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
54.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
54.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
53.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
53.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
53.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
53.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
53.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
52.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
52.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
52.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
51.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
51.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
50.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
49.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
49.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
49.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
48.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
48.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
48.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
48.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
47.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
47.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
47.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
46.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
46.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
46.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
46.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
46.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
46.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
46.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
46.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
46.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
46.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
45.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
45.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
45.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
45.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
45.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
43.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
43.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
43.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
43.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
43.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
43.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
43.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
42.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
42.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
42.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
42.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
41.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
40.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
40.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
39.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
39.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
38.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
38.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
37.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
37.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
37.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
37.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
37.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
37.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
37.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
37.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
36.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
36.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
35.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
35.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
35.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
35.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
35.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
35.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
35.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
35.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
35.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
34.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
34.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
34.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
34.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
33.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
33.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
32.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
32.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
32.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
31.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
31.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
31.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
30.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
29.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
26.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
25.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
25.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
GPR160 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
61.8
Number of samples
486
Samples
Sample
Description
TPM
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
278.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
229.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
187.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
172.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
172.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
166.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
163.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
162.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
162.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
153.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
145.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
144.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
142.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
138.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
136.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
136.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
135.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
135.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
135.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
135.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
134.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
133.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
133.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
132.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
131.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
131.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
130.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
128.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
128.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
126.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
125.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
125.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
125.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
124.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
123.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
122.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
122.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
120.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
119.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
117.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
116.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
115.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
115.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
114.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
113.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
112.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
112.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
111.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
109.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
109.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
108.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
107.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
107.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
106.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
106.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
104.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
104.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
104.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
103.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
103.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
103.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
102.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
102.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
102.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
102.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
102.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
102.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
102.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
101.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
101.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
100.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
100.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
99.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
99.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
98.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
98.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
98.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
97.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
95.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
95.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
95.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
94.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
93.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
93.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
93.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
93.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
92.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
92.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
92.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
91.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
90.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
89.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
89.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
89.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
89.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
88.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
88.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
88.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
88.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
87.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
87.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
87.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
86.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
86.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
86.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
86.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
86.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
85.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
85.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
84.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
83.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
83.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
83.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
82.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
82.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
82.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
81.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
81.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
80.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
80.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
80.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
80.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
79.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
79.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
79.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
79.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
79.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
78.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
78.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
78.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
78.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
77.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
77.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
77.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
77.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
76.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
76.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
75.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
75.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
74.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
74.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
73.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
72.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
72.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
72.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
72.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
72.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
71.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
71.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
71.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
71.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
71.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
70.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
70.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
70.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
70.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
69.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
69.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
69.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
69.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
68.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
68.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
68.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
68.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
68.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
67.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
67.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
67.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
67.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
66.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
66.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
66.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
66.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
66.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
66.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
66.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
65.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
65.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
65.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
65.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
65.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
65.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
64.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
64.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
64.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
63.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
63.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
63.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
62.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
62.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
62.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
61.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
61.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
61.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
61.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
60.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
60.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
60.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
60.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
60.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
60.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
60.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
60.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
59.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
59.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
59.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
59.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
59.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
59.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
58.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
58.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
58.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
57.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
57.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
57.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
57.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
57.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
57.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
56.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
56.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
56.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
56.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
56.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
56.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
56.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
56.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
56.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
55.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
55.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
55.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
55.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
55.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
55.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
55.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
55.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
55.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
55.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
54.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
54.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
54.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
54.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
54.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
54.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
53.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
53.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
53.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
53.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
53.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
53.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
53.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
52.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
52.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
52.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
52.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
52.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
52.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
52.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
52.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
52.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
52.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
52.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
51.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
51.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
51.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
51.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
51.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
50.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
50.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
50.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
50.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
50.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
50.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
49.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
49.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
49.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
49.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
49.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
49.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
49.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
49.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
49.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
48.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
48.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
48.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
48.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
47.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
47.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
47.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
47.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
47.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
47.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
47.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
47.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
47.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
47.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
47.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
47.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
46.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
46.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
46.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
46.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
46.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
46.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
46.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
46.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
46.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
45.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
45.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
45.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
45.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
45.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
45.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
45.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
45.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
44.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
44.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
44.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
44.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
44.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
43.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
43.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
43.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
43.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
43.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
43.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
42.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
42.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
42.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
42.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
42.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
42.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
42.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
41.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
41.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
40.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
40.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
40.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
40.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
40.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
40.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
39.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
39.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
39.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
39.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
39.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
39.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
39.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
39.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
39.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
39.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
39.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
38.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
38.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
38.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
38.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
37.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
37.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
37.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
37.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
37.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
37.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
36.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
36.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
36.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
36.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
36.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
36.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
36.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
35.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
35.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
35.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
35.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
34.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
34.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
33.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
33.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
33.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
31.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
31.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
31.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
30.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.1
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.
GPR160 is potential prognostic, high expression is favorable 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
76.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
344.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
221.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
194.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
189.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
187.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
184.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
142.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
142.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
141.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
139.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
139.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
128.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
126.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
121.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
120.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
119.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
110.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
110.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
100.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
98.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
95.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
92.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
91.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
91.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
91.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
89.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
87.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
87.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
85.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
85.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
84.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
82.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
81.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
80.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
79.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
78.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
76.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
75.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
74.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
73.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
71.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
71.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
68.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
68.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
66.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
60.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
59.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
57.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
57.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
56.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
56.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
54.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
53.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
53.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
51.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
47.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
47.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
45.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
44.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
43.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
43.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
41.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
39.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
38.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
38.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
38.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
38.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
37.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
36.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
33.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
30.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
30.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
29.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
27.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
27.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
15.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.2
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.
GPR160 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
68.3
Number of samples
207
Samples
Sample
Description
TPM
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
214.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
186.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
164.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
154.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
152.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
149.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
141.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
138.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
136.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
134.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
132.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
130.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
125.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
123.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
117.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
115.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
114.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
113.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
112.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
111.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
110.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
105.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
105.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
105.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
104.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
104.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
104.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
103.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
103.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
103.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
102.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
102.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
100.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
100.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
100.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
99.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
97.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
93.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
93.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
92.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
91.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
91.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
91.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
90.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
90.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
89.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
89.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
88.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
88.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
87.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
86.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
86.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
85.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
85.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
85.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
84.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
84.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
83.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
83.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
83.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
82.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
80.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
79.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
78.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
78.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
78.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
78.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
77.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
76.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
76.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
76.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
75.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
75.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
74.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
74.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
74.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
74.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
73.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
73.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
73.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
72.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
72.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
72.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
72.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
71.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
70.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
70.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
70.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
69.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
68.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
66.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
66.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
65.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
65.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
64.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
64.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
64.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
63.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
63.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
63.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
63.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
62.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
62.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
62.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
61.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
60.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
60.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
59.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
59.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
59.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
58.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
58.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
58.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
58.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
57.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
57.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
57.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
56.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
56.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
56.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
55.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
55.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
55.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
54.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
53.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
53.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
53.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
52.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
52.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
52.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
52.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
51.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
51.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
50.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
50.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
50.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
50.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
49.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
49.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
49.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
48.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
48.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
48.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
47.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
47.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
47.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
47.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
47.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
47.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
46.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
46.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
46.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
46.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
45.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
45.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
45.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
45.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
44.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
44.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
44.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
43.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
43.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
43.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
42.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
42.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
42.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
42.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
42.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
41.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
40.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
40.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
40.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
39.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
39.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
38.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
37.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
37.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
37.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
36.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
36.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
36.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
35.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
34.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
34.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
32.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
31.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
31.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
31.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
30.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
29.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
25.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
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
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
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
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_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
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_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
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_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
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
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
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
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
