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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.
ITGA3 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
20.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
472.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
45.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
34.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
33.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
28.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
24.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
24.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
23.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
23.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
22.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
20.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
20.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
19.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
18.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
18.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
18.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
17.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
16.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
14.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
14.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
14.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
13.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
13.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
13.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
13.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
13.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
13.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
13.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
12.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
12.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
12.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
12.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
12.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
12.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
12.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
11.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
11.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
11.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
10.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
10.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
10.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
10.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
10.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
9.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
9.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
9.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
8.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
8.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
8.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
8.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
7.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
7.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
7.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
6.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
6.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
3.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
ITGA3 is potential prognostic, high expression is favorable 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
73.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
630.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
380.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
360.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
336.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
336.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
328.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
295.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
273.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
243.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
228.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
226.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
221.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
217.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
216.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
214.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
214.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
210.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
206.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
201.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
196.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
187.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
187.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
182.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
177.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
177.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
174.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
174.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
172.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
166.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
159.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
157.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
156.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
155.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
155.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
154.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
148.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
147.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
146.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
146.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
145.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
144.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
144.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
144.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
144.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
139.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
136.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
136.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
135.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
134.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
134.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
134.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
134.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
133.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
132.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
132.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
131.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
131.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
131.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
130.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
129.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
124.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
123.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
122.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
122.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
121.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
121.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
120.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
119.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
119.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
118.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
117.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
114.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
114.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
113.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
113.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
112.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
111.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
111.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
110.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
109.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
109.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
108.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
107.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
107.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
106.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
106.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
105.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
105.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
104.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
103.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
103.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
103.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
103.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
103.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
102.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
101.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
101.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
100.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
100.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
99.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
98.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
98.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
97.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
96.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
96.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
96.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
95.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
95.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
95.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
94.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
94.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
93.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
93.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
93.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
93.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
93.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
92.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
92.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
92.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
92.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
91.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
91.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
91.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
91.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
90.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
90.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
90.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
89.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
89.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
89.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
89.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
88.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
88.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
88.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
87.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
87.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
87.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
86.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
85.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
85.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
85.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
84.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
84.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
83.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
83.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
83.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
83.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
82.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
82.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
82.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
82.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
82.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
82.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
82.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
82.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
81.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
81.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
81.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
81.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
80.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
80.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
80.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
80.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
79.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
78.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
78.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
78.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
78.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
77.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
77.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
77.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
76.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
76.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
76.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
76.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
76.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
75.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
75.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
75.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
75.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
75.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
75.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
75.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
75.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
74.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
74.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
74.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
73.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
73.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
73.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
73.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
73.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
73.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
73.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
73.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
73.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
73.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
73.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
73.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
72.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
72.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
71.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
71.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
71.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
70.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
70.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
70.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
70.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
70.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
70.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
70.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
69.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
69.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
69.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
68.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
68.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
68.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
68.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
68.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
67.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
67.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
67.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
67.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
67.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
67.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
67.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
66.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
66.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
66.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
65.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
65.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
65.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
65.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
65.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
65.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
64.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
64.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
63.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
63.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
63.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
63.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
63.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
63.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
63.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
63.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
63.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
62.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
62.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
61.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
61.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
61.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
61.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
61.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
61.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
61.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
60.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
60.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
60.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
60.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
60.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
60.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
59.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
59.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
59.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
59.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
59.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
58.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
58.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
58.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
58.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
58.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
58.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
57.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
57.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
57.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
57.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
56.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
56.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
56.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
56.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
56.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
55.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
55.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
55.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
55.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
55.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
55.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
55.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
55.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
55.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
55.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
55.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
55.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
55.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
55.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
55.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
55.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
55.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
54.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
54.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
54.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
54.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
54.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
54.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
53.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
53.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
53.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
53.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
53.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
53.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
53.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
53.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
52.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
52.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
52.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
52.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
52.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
52.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
52.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
52.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
52.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
52.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
52.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
52.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
52.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
51.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
51.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
51.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
51.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
51.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
51.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
50.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
50.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
50.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
50.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
50.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
49.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
49.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
49.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
49.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
49.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
48.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
48.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
48.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
48.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
48.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
48.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
48.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
48.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
47.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
47.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
47.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
47.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
47.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
47.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
47.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
47.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
46.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
46.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
46.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
46.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
45.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
45.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
45.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
45.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
45.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
44.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
44.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
43.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
43.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
43.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
43.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
43.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
42.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
42.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
42.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
42.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
42.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
42.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
41.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
41.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
41.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
41.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
40.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
40.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
40.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
40.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
39.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
39.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
39.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
39.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
39.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
38.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
38.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
38.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
38.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
38.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
38.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
38.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
37.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
37.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
37.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
37.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
37.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
37.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
37.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
37.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
37.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
36.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
36.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
36.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
36.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
35.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
35.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
35.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
35.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
35.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
35.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
34.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
34.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
34.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
34.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
33.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
33.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
33.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
32.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
32.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
32.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
32.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
32.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
32.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
32.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
32.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
31.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
31.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
31.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
31.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
31.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
30.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
30.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
30.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
30.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
30.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
29.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
29.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
28.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
28.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
28.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
27.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
27.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
27.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
27.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
27.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
27.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
26.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
26.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
26.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
25.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
25.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
25.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
24.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
24.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
24.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
24.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
24.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
24.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
23.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
23.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
23.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
23.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
23.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
23.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
22.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
22.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
22.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
22.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
21.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
21.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
21.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
21.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
21.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
21.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
20.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
19.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
19.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
18.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
18.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
18.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
18.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
18.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
17.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
17.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
17.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
16.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
16.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
16.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
15.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
15.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
13.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
13.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
12.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
12.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
10.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
10.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
9.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
7.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
7.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
7.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
4.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
ITGA3 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
101.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
617.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
336.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
306.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
283.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
280.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
252.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
248.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
225.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
212.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
193.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
189.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
181.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
177.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
162.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
154.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
152.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
142.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
138.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
128.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
127.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
125.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
125.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
124.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
121.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
120.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
119.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
119.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
118.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
113.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
108.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
108.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
108.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
106.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
103.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
99.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
98.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
94.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
91.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
91.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
91.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
91.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
89.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
89.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
89.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
88.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
86.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
84.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
84.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
78.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
76.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
75.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
75.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
75.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
75.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
75.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
74.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
73.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
69.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
66.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
66.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
65.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
64.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
64.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
64.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
62.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
62.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
62.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
61.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
61.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
61.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
61.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
57.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
57.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
56.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
55.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
54.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
53.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
52.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
50.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
47.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
46.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
45.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
43.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
43.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
42.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
42.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
40.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
40.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
38.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
36.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
33.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
33.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
29.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
29.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
24.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
24.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
24.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
21.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
ITGA3 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
198.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1739.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1148.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
811.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
726.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
718.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
716.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
621.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
591.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
583.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
579.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
569.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
566.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
564.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
551.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
536.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
534.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
527.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
521.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
510.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
501.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
496.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
496.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
484.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
474.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
467.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
465.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
463.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
457.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
451.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
450.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
441.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
440.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
438.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
423.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
419.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
418.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
408.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
405.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
403.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
401.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
373.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
369.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
354.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
351.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
346.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
344.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
343.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
340.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
336.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
332.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
329.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
329.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
323.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
321.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
320.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
315.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
311.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
306.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
298.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
288.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
285.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
284.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
281.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
270.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
267.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
267.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
266.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
264.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
262.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
260.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
257.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
254.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
244.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
239.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
239.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
237.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
236.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
236.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
234.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
233.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
232.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
228.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
226.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
225.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
225.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
221.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
217.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
217.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
217.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
215.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
213.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
212.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
212.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
210.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
209.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
208.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
208.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
205.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
205.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
200.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
200.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
200.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
200.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
198.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
197.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
197.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
195.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
193.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
190.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
189.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
188.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
187.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
185.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
185.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
184.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
181.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
179.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
179.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
178.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
175.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
173.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
172.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
172.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
171.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
168.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
167.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
165.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
164.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
163.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
162.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
162.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
161.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
159.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
159.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
157.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
154.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
153.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
150.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
147.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
147.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
146.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
146.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
144.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
144.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
143.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
143.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
142.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
141.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
136.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
134.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
131.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
129.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
128.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
128.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
123.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
122.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
121.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
121.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
120.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
120.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
119.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
117.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
117.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
116.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
115.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
110.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
109.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
108.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
107.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
106.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
105.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
104.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
104.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
104.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
103.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
102.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
102.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
101.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
101.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
101.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
100.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
99.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
98.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
97.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
96.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
96.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
92.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
92.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
90.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
88.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
86.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
85.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
83.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
83.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
81.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
80.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
79.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
79.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
79.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
78.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
77.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
76.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
75.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
75.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
75.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
74.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
73.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
72.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
70.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
70.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
70.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
68.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
68.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
66.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
66.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
65.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
65.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
65.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
65.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
64.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
64.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
62.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
61.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
60.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
57.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
57.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
56.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
55.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
54.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
53.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
53.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
53.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
53.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
53.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
53.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
52.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
52.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
50.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
50.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
48.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
48.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
47.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
46.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
46.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
42.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
42.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
41.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
41.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
40.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
38.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
36.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
36.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
35.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
35.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
35.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
35.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
34.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
34.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
29.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
29.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
29.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
29.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
29.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
29.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
26.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
26.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
26.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
25.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
24.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
23.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
23.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
22.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
22.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
22.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
21.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
16.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
15.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
13.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
10.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
3.9
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0084560003
Tumor
2.1
CPT0078800003
Tumor
1.5
CPT0069000003
Tumor
1.3
CPT0086950003
Tumor
1.3
CPT0012280003
Tumor
1.2
CPT0063630003
Tumor
1.1
CPT0088480003
Tumor
0.9
CPT0017850003
Tumor
0.9
CPT0081880003
Tumor
0.8
CPT0014160003
Tumor
0.7
CPT0076330003
Tumor
0.7
CPT0007320003
Tumor
0.7
CPT0014450004
Tumor
0.7
CPT0000640003
Tumor
0.7
CPT0086030003
Tumor
0.7
CPT0092290003
Tumor
0.7
CPT0012180003
Tumor
0.6
CPT0021240003
Tumor
0.6
CPT0025050003
Tumor
0.6
CPT0006440003
Tumor
0.6
CPT0025230003
Tumor
0.6
CPT0089020003
Tumor
0.6
CPT0000780007
Tumor
0.6
CPT0065750003
Tumor
0.5
CPT0065430003
Tumor
0.5
CPT0015810003
Tumor
0.5
CPT0079380003
Tumor
0.5
CPT0077320001
Normal
0.5
CPT0024670003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0086820003
Tumor
0.4
CPT0087040003
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0025580004
Tumor
0.4
CPT0086360003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0077310003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0088710001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0065450001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0014370004
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0000790001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0026410003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0001270001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0071150004
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0075170001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0092790003
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0088970003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0077500001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0081600003
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0001540009
Tumor
-0.2
CPT0069010001
Normal
-0.2
CPT0075130003
Tumor
-0.2
CPT0088780001
Normal
-0.2
CPT0001180009
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0009080003
Normal
-0.2
CPT0025880003
Tumor
-0.2
CPT0088640003
Normal
-0.2
CPT0002350011
Tumor
-0.2
CPT0086830003
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0078830003
Tumor
-0.3
CPT0086370003
Normal
-0.3
CPT0000890001
Normal
-0.3
CPT0009020003
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0006900003
Tumor
-0.3
CPT0065930003
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0012570003
Normal
-0.3
CPT0014470001
Normal
-0.3
CPT0078990003
Tumor
-0.3
CPT0024680001
Normal
-0.3
CPT0078670001
Normal
-0.3
CPT0066470004
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0079480003
Tumor
-0.3
CPT0092800003
Normal
-0.4
CPT0012920003
Normal
-0.4
CPT0010120001
Normal
-0.4
CPT0079000001
Normal
-0.4
CPT0078840001
Normal
-0.4
CPT0079430001
Normal
-0.4
CPT0086890003
Normal
-0.4
CPT0025350003
Tumor
-0.4
CPT0002370001
Normal
-0.4
CPT0078530001
Normal
-0.4
CPT0087050003
Normal
-0.4
CPT0078940001
Normal
-0.4
CPT0025610001
Normal
-0.4
CPT0012900004
Tumor
-0.4
CPT0063330001
Normal
-0.4
CPT0007470001
Normal
-0.5
CPT0064400001
Normal
-0.5
CPT0025110003
Tumor
-0.5
CPT0009060003
Tumor
-0.5
CPT0065870003
Tumor
-0.5
CPT0007860003
Tumor
-0.5
CPT0007870001
Normal
-0.5
CPT0078930003
Tumor
-0.5
CPT0012370003
Tumor
-0.5
CPT0017410003
Tumor
-0.5
CPT0006630003
Tumor
-0.5
CPT0086970003
Normal
-0.6
CPT0011240003
Tumor
-0.6
CPT0069160003
Tumor
-0.8
CPT0081990003
Tumor
-0.8
CPT0002270011
Tumor
-0.8
CPT0001340003
Tumor
-0.9
CPT0088690003
Tumor
-1.0
CPT0079180003
Tumor
-1.1
CPT0078660003
Tumor
-1.3
CPT0088550004
Tumor
-1.6
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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
