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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.
CD47 is not prognostic in Kidney Chromophobe (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
47.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
130.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
118.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
96.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
91.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
91.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
78.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
74.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
73.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
73.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
71.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
71.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
70.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
66.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
61.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
58.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
56.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
56.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
54.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
52.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
51.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
51.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
51.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
51.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
48.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
48.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
47.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
47.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
47.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
46.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
46.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
46.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
46.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
44.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
43.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
42.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
41.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
40.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
39.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
39.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
39.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
39.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
39.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
36.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
35.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
34.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
33.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
33.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
31.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
30.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
29.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
27.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
27.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
24.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
23.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
22.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
22.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
22.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
22.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
21.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
10.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
10.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
9.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
8.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 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.
CD47 is not prognostic in Kidney Renal Clear Cell Carcinoma (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
67.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
286.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
267.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
218.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
212.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
205.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
201.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
192.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
180.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
179.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
176.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
162.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
156.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
155.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
146.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
145.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
141.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
140.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
131.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
129.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
127.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
127.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
127.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
125.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
123.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
121.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
120.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
120.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
120.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
116.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
116.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
115.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
113.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
113.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
113.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
112.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
110.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
110.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
108.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
108.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
107.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
107.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
106.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
105.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
105.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
104.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
103.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
103.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
103.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
102.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
101.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
101.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
101.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
100.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
99.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
99.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
99.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
98.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
98.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
98.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
98.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
97.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
96.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
96.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
96.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
95.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
95.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
95.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
95.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
95.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
94.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
94.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
94.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
94.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
93.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
93.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
93.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
93.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
92.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
92.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
92.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
92.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
92.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
91.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
91.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
91.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
90.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
90.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
90.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
90.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
90.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
90.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
90.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
89.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
89.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
89.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
88.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
88.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
88.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
88.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
87.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
87.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
87.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
86.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
86.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
86.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
85.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
85.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
85.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
85.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
85.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
85.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
84.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
84.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
83.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
83.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
83.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
83.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
82.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
82.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
82.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
81.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
81.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
81.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
80.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
80.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
80.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
79.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
79.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
78.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
78.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
78.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
78.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
78.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
77.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
77.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
77.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
77.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
77.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
77.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
77.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
77.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
77.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
77.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
76.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
76.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
76.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
76.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
75.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
75.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
75.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
75.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
75.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
75.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
74.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
74.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
74.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
74.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
74.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
74.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
74.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
74.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
74.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
73.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
73.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
73.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
73.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
73.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
73.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
73.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
72.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
72.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
72.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
72.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
71.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
71.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
71.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
71.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
70.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
70.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
70.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
70.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
70.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
70.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
70.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
69.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
69.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
69.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
69.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
69.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
69.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
69.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
69.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
69.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
68.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
68.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
68.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
68.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
68.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
68.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
68.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
68.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
68.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
68.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
68.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
67.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
67.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
67.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
67.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
67.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
67.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
67.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
67.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
66.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
66.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
66.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
66.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
66.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
66.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
66.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
65.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
65.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
65.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
65.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
65.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
65.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
65.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
65.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
64.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
64.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
64.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
64.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
64.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
64.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
64.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
64.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
64.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
63.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
63.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
63.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
63.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
63.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
63.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
63.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
63.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
63.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
63.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
63.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
62.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
62.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
62.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
62.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
62.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
62.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
62.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
62.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
61.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
61.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
61.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
61.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
61.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
61.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
61.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
61.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
61.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
61.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
61.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
61.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
61.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
61.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
61.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
61.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
60.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
60.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
60.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
60.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
60.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
60.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
60.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
60.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
60.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
60.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
60.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
59.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
59.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
59.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
59.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
59.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
59.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
59.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
58.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
58.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
58.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
58.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
58.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
58.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
58.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
58.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
58.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
58.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
57.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
57.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
57.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
57.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
57.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
57.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
57.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
57.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
57.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
57.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
56.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
56.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
56.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
56.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
56.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
56.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
56.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
56.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
56.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
56.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
55.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
55.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
55.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
55.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
55.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
55.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
55.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
55.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
54.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
54.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
54.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
54.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
54.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
54.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
54.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
54.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
54.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
54.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
53.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
53.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
53.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
53.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
53.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
53.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
53.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
52.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
52.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
52.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
52.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
52.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
52.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
52.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
52.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
51.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
51.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
51.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
51.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
51.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
51.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
51.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
51.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
51.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
51.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
51.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
51.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
50.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
50.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
50.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
50.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
50.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
49.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
49.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
49.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
49.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
49.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
49.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
49.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
49.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
49.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
49.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
49.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
49.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
48.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
48.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
48.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
48.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
48.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
48.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
48.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
47.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
47.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
47.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
47.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
46.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
46.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
46.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
46.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
46.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
46.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
46.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
45.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
45.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
45.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
45.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
45.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
45.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
45.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
45.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
45.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
44.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
44.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
44.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
44.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
44.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
44.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
44.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
44.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
44.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
44.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
43.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
43.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
43.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
43.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
43.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
43.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
43.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
43.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
42.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
42.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
42.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
42.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
42.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
42.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
42.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
42.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
42.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
41.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
41.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
41.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
41.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
41.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
41.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
41.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
41.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
40.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
40.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
40.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
40.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
40.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
40.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
40.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
40.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
40.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
39.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
39.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
39.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
39.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
38.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
38.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
37.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
37.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
37.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
37.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
37.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
37.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
36.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
36.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
36.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
36.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
36.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
36.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
36.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
36.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
36.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
36.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
35.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
35.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
35.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
35.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
34.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
34.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
34.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
34.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
34.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
33.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
33.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
33.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
33.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
32.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
32.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
32.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
32.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
32.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
31.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
31.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
31.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
31.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
30.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
30.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
29.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
29.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
29.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
28.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
28.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
28.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
27.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
27.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
27.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
27.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
27.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
26.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
26.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
26.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
24.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
24.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
24.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
23.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
23.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
23.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
22.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
21.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 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.
CD47 is not prognostic in Kidney Renal Clear Cell Carcinoma (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
83.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
194.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
193.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
182.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
161.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
156.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
142.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
140.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
139.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
135.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
123.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
123.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
122.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
119.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
109.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
109.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
109.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
107.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
106.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
105.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
105.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
101.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
101.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
99.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
99.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
99.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
98.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
97.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
97.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
97.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
96.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
95.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
94.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
92.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
91.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
90.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
90.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
89.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
89.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
88.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
87.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
87.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
86.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
86.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
85.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
85.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
85.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
84.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
84.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
84.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
83.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
82.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
81.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
79.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
78.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
78.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
73.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
72.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
72.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
72.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
71.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
69.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
69.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
69.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
69.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
66.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
64.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
64.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
64.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
63.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
62.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
61.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
61.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
60.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
60.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
59.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
59.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
58.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
58.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
57.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
57.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
56.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
56.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
52.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
52.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
51.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
51.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
50.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
50.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
49.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
47.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
45.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
44.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
43.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
42.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
41.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
40.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
36.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
30.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
CD47 is not prognostic in Kidney Renal Papillary Cell Carcinoma (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
45.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
220.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
171.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
165.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
160.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
130.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
116.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
107.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
102.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
101.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
99.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
99.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
95.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
94.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
92.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
91.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
89.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
87.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
80.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
80.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
80.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
77.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
76.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
76.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
75.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
75.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
74.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
73.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
72.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
72.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
72.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
71.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
71.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
70.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
69.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
68.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
68.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
68.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
68.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
67.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
67.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
66.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
66.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
65.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
65.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
63.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
63.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
63.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
63.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
62.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
62.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
61.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
61.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
60.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
60.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
59.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
59.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
59.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
58.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
58.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
56.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
56.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
54.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
54.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
54.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
54.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
53.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
53.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
52.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
52.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
52.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
52.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
52.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
52.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
52.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
52.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
51.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
51.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
51.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
51.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
50.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
50.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
50.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
50.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
50.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
50.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
50.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
49.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
49.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
49.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
49.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
49.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
49.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
48.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
48.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
48.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
48.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
48.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
48.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
48.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
47.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
47.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
47.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
47.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
47.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
47.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
47.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
47.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
47.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
47.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
46.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
46.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
45.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
45.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
45.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
45.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
44.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
44.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
44.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
44.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
44.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
44.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
44.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
44.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
44.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
44.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
44.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
44.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
44.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
43.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
43.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
42.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
42.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
42.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
42.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
42.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
42.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
41.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
41.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
41.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
41.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
41.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
41.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
41.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
40.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
40.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
40.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
40.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
40.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
40.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
40.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
39.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
39.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
39.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
39.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
39.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
39.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
39.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
38.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
38.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
38.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
38.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
38.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
37.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
37.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
37.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
37.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
36.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
36.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
36.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
36.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
36.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
36.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
36.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
35.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
35.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
35.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
35.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
35.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
35.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
34.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
34.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
34.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
34.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
34.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
34.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
34.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
34.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
34.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
33.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
33.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
33.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
33.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
33.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
33.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
32.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
32.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
32.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
32.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
32.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
32.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
32.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
32.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
31.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
31.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
31.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
30.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
30.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
30.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
30.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
30.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
30.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
30.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
30.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
29.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
29.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
29.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
29.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
29.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
29.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
28.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
28.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
28.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
28.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
28.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
27.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
27.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
27.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
27.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
27.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
27.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
26.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
26.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
26.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
26.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
25.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
25.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
24.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
24.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
23.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
23.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
23.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
23.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
22.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
22.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
21.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
21.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
20.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
20.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
19.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
19.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
19.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
19.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
19.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
19.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
19.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
18.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
18.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
18.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
18.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
16.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
16.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
16.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
15.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
14.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
14.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
14.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
13.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
13.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
13.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
12.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
12.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
12.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
12.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
11.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
11.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
11.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
10.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
7.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
7.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
5.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.7
CPT0023350003
Tumor
1.4
CPT0025290003
Tumor
1.1
CPT0012180003
Tumor
1.1
CPT0092290003
Tumor
1.0
CPT0015730003
Tumor
1.0
CPT0092730003
Tumor
1.0
CPT0086820003
Tumor
0.9
CPT0086360003
Tumor
0.9
CPT0014160003
Tumor
0.9
CPT0012280003
Tumor
0.9
CPT0089460004
Tumor
0.8
CPT0086030003
Tumor
0.8
CPT0007860003
Tumor
0.8
CPT0065810003
Tumor
0.8
CPT0081880003
Tumor
0.8
CPT0020120003
Tumor
0.8
CPT0006440003
Tumor
0.8
CPT0079380003
Tumor
0.8
CPT0078990003
Tumor
0.8
CPT0019990003
Tumor
0.7
CPT0092790003
Tumor
0.7
CPT0023690003
Tumor
0.7
CPT0089020003
Tumor
0.6
CPT0001340003
Tumor
0.6
CPT0088550004
Tumor
0.6
CPT0010110003
Tumor
0.6
CPT0001180009
Tumor
0.6
CPT0007320003
Tumor
0.6
CPT0078930003
Tumor
0.6
CPT0079180003
Tumor
0.5
CPT0087040003
Tumor
0.5
CPT0006900003
Tumor
0.5
CPT0075560003
Tumor
0.5
CPT0066470004
Tumor
0.5
CPT0076330003
Tumor
0.5
CPT0014370004
Tumor
0.5
CPT0012670003
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0025170003
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0065750003
Tumor
0.4
CPT0088480003
Tumor
0.4
CPT0063630003
Tumor
0.4
CPT0006630003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0025580004
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0065820001
Normal
0.2
CPT0092160003
Tumor
0.2
CPT0001510001
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0077310003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0065450001
Normal
0.1
CPT0065690003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0077500001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0001550001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0088970003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0017850003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0066430001
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0088900003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0065930003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0077110003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0001270001
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0075720003
Tumor
-0.2
CPT0092740003
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0014450004
Tumor
-0.2
CPT0079270003
Tumor
-0.2
CPT0014130001
Normal
-0.2
CPT0075130003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0000890001
Normal
-0.2
CPT0019130003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0001260009
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0088920001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0001230001
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0001190001
Normal
-0.3
CPT0012640003
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0017450001
Normal
-0.3
CPT0018250001
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0092190003
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0012770003
Normal
-0.3
CPT0078830003
Tumor
-0.3
CPT0071150004
Tumor
-0.4
CPT0078840001
Normal
-0.4
CPT0010170001
Normal
-0.4
CPT0006950001
Normal
-0.4
CPT0014350001
Normal
-0.4
CPT0025110003
Tumor
-0.4
CPT0079000001
Normal
-0.4
CPT0076350001
Normal
-0.4
CPT0088570001
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0011410003
Tumor
-0.4
CPT0078670001
Normal
-0.4
CPT0086970003
Normal
-0.4
CPT0002370001
Normal
-0.4
CPT0010120001
Normal
-0.4
CPT0069010001
Normal
-0.4
CPT0063640001
Normal
-0.4
CPT0001500009
Tumor
-0.4
CPT0063330001
Normal
-0.4
CPT0079300001
Normal
-0.4
CPT0077490003
Tumor
-0.4
CPT0088630003
Tumor
-0.4
CPT0078800003
Tumor
-0.4
CPT0078940001
Normal
-0.4
CPT0081620001
Normal
-0.4
CPT0087050003
Normal
-0.4
CPT0007470001
Normal
-0.4
CPT0014470001
Normal
-0.4
CPT0086890003
Normal
-0.4
CPT0009020003
Normal
-0.5
CPT0079430001
Normal
-0.5
CPT0020130001
Normal
-0.5
CPT0078530001
Normal
-0.5
CPT0084560003
Tumor
-0.5
CPT0002270011
Tumor
-0.6
CPT0000640003
Tumor
-0.6
CPT0012920003
Normal
-0.6
CPT0075570001
Normal
-0.6
CPT0064400001
Normal
-0.7
CPT0011240003
Tumor
-0.7
CPT0025610001
Normal
-0.7
CPT0009060003
Tumor
-0.7
CPT0007870001
Normal
-0.7
CPT0012900004
Tumor
-0.7
CPT0012570003
Normal
-0.7
CPT0009080003
Normal
-0.8
CPT0017410003
Tumor
-0.9
CPT0086950003
Tumor
-1.0
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RENAL 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
