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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.
PLCD3 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
3.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
28.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
22.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
14.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
13.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
13.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
11.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
9.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
9.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
8.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
7.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
5.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
4.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
4.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
4.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
4.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
3.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
3.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
2.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
2.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
1.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
0.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
0.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
0.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 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.
PLCD3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
74.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
56.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
54.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
47.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
34.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
34.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
34.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
31.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
30.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
29.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
27.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
27.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
24.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
24.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
23.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
22.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
22.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
21.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
20.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
20.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
19.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
18.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
18.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
18.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
17.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
17.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
17.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
17.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
16.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
16.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
16.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
16.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
16.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
16.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
16.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
15.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
15.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
15.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
15.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
15.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
15.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
14.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
14.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
14.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
14.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
14.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
14.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
14.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
14.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
13.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
13.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
13.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
13.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
13.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
13.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
13.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
13.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
13.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
13.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
13.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
13.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
13.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
12.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
12.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
12.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
12.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
12.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
12.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
12.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
12.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
12.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
12.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
12.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
12.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
12.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
12.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
12.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
12.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
12.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
11.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
11.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
11.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
11.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
11.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
11.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
11.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
11.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
11.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
11.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
11.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
11.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
11.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
10.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
10.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
10.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
10.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
10.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
10.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
10.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
10.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
10.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
10.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
10.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
10.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
10.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
10.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
9.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
9.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
9.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
9.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
9.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
9.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
9.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
9.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
9.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
9.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
9.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
9.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
9.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
9.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
9.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
8.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
8.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
8.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
8.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
8.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
8.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
8.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
8.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
8.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
8.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
8.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
8.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
8.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
8.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
8.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
8.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
8.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
8.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
8.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
8.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
8.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
8.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
8.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
8.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
8.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
8.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
7.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
7.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
7.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
7.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
7.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
7.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
7.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
7.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
7.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
7.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
7.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
7.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
7.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
7.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
7.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
7.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
7.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
7.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
7.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
7.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
7.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
7.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
7.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
7.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
7.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
7.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
7.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
7.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
7.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
7.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
7.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
7.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
6.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
6.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
6.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
6.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
6.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
6.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
6.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
6.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
6.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
6.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
6.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
6.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
6.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
6.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
6.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
6.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
6.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
6.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
6.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
6.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
6.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
6.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
6.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
6.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
6.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
6.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
6.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
6.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
6.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
6.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
6.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
6.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
6.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
6.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
6.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
6.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
6.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
6.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
6.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
6.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
6.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
6.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
6.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
6.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
6.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
5.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
5.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
5.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
5.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
5.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
5.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
5.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
5.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
5.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
5.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
5.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
5.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
5.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
5.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
5.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
5.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
5.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
5.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
5.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
5.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
5.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
5.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
5.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
5.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
5.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
5.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
5.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
5.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
5.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
5.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
5.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
5.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
5.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
5.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
5.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
5.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
5.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
5.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
5.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
5.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
5.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
5.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
5.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
5.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
5.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
5.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
5.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
5.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
4.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
4.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
4.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
4.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
4.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
4.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
4.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
4.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
4.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
4.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
4.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
4.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
4.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
4.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
4.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
4.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
4.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
4.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
4.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
4.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
4.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
4.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
4.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
4.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
4.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
4.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
4.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
4.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
4.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
4.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
4.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
4.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
4.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
4.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
4.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
4.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
4.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
4.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
4.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
4.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
4.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
4.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
4.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
4.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
4.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
4.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
4.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
4.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
4.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
4.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
4.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
4.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
4.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
4.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
4.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
4.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
4.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
4.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
4.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
4.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
4.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
3.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
3.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
3.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
3.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
3.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
3.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
3.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
3.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
3.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
3.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
3.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
3.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
3.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
3.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
3.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
3.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
3.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
3.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
3.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
3.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
3.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
3.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
3.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
3.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
3.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
3.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
3.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
3.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
3.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
3.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
3.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
3.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
3.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
3.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
3.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
3.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
3.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
3.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
3.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
3.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
3.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
3.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
3.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
3.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
3.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
3.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
3.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
3.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
3.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
3.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
3.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
3.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
3.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
3.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
3.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
3.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
3.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
3.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
3.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
3.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
3.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
3.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
3.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
3.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
3.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
3.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
3.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
3.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
3.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
2.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
2.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
2.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
2.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
2.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
2.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
2.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
2.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
2.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
2.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
2.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
2.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
2.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
2.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
2.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
2.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
2.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
2.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
2.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
2.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
2.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
2.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
2.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
2.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
2.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
2.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
2.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
2.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
2.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
2.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
2.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
2.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
2.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
2.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
2.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
2.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
2.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
2.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
2.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
2.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
2.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
2.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
2.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
2.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
1.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
1.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
1.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
1.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
1.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
1.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
1.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
0.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
0.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
0.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
0.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.3
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.
PLCD3 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
10.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
47.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
45.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
41.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
30.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
24.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
23.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
22.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
21.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
21.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
19.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
18.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
18.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
18.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
17.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
16.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
15.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
14.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
14.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
13.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
12.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
12.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
12.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
11.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
11.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
11.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
10.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
10.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
10.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
10.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
10.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
10.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
10.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
9.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
9.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
9.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
8.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
8.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
8.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
8.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
7.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
7.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
7.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
7.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
7.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
7.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
7.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
7.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
7.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
7.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
7.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
7.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
6.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
6.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
6.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
6.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
5.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
5.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
5.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
5.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
5.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
5.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
5.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
5.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
5.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
4.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
4.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
4.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
4.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
4.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
4.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
4.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
4.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
4.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
4.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
4.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
4.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
4.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
3.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
3.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
3.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
3.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
3.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
2.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
2.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
2.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
2.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
2.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
2.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
2.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
2.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
2.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
1.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 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.
PLCD3 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
43.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
290.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
208.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
182.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
167.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
164.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
150.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
148.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
141.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
136.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
129.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
121.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
116.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
115.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
113.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
111.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
110.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
110.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
109.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
106.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
105.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
103.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
100.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
99.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
97.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
96.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
94.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
94.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
92.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
92.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
92.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
91.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
90.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
89.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
88.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
87.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
86.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
85.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
85.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
85.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
85.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
82.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
80.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
80.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
80.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
79.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
77.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
76.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
76.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
75.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
75.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
75.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
71.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
71.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
71.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
70.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
70.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
70.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
69.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
69.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
68.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
67.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
67.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
65.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
64.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
64.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
64.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
64.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
63.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
63.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
62.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
61.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
59.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
58.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
58.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
57.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
57.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
57.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
55.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
55.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
55.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
54.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
53.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
51.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
49.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
49.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
48.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
48.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
48.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
48.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
47.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
47.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
47.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
46.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
45.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
45.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
45.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
45.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
44.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
44.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
44.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
43.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
43.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
43.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
41.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
41.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
41.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
40.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
40.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
40.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
40.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
39.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
39.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
38.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
38.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
38.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
38.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
37.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
37.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
37.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
36.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
36.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
36.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
35.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
35.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
35.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
35.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
35.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
33.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
33.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
33.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
33.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
33.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
33.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
33.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
32.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
32.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
32.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
32.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
32.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
31.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
31.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
31.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
31.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
31.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
30.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
30.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
30.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
29.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
29.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
29.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
28.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
28.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
28.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
28.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
28.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
28.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
28.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
28.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
28.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
28.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
28.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
27.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
27.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
27.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
27.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
27.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
26.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
26.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
26.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
26.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
26.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
26.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
25.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
25.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
25.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
24.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
24.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
24.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
24.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
23.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
23.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
23.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
23.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
23.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
23.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
23.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
23.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
23.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
22.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
22.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
21.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
21.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
21.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
20.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
20.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
20.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
20.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
20.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
20.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
19.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
19.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
18.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
18.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
18.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
18.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
18.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
18.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
17.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
17.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
17.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
17.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
16.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
16.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
16.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
16.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
16.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
16.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
15.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
15.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
15.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
15.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
15.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
15.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
15.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
15.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
15.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
14.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
14.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
14.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
14.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
14.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
13.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
13.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
13.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
13.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
13.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
13.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
13.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
13.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
12.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
12.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
12.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
12.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
11.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
11.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
11.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
10.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
10.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
9.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
9.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
9.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
9.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
9.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
8.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
7.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
7.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
7.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
6.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
6.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
6.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
6.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
6.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
6.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
4.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
4.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
3.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
2.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
1.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
1.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001180009
Tumor
1.2
CPT0011410003
Tumor
1.1
CPT0002270011
Tumor
1.0
CPT0014450004
Tumor
1.0
CPT0066480003
Tumor
0.9
CPT0069000003
Tumor
0.9
CPT0017850003
Tumor
0.8
CPT0088970003
Tumor
0.8
CPT0063320003
Tumor
0.7
CPT0088900003
Tumor
0.7
CPT0078800003
Tumor
0.7
CPT0006900003
Tumor
0.7
CPT0081990003
Tumor
0.6
CPT0009060003
Tumor
0.6
CPT0000780007
Tumor
0.6
CPT0084560003
Tumor
0.5
CPT0014370004
Tumor
0.5
CPT0012280003
Tumor
0.5
CPT0007320003
Tumor
0.5
CPT0025580004
Tumor
0.5
CPT0089460004
Tumor
0.5
CPT0079480003
Tumor
0.4
CPT0075560003
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0064370003
Tumor
0.4
CPT0019130003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0001230001
Normal
0.4
CPT0001510001
Normal
0.3
CPT0015910003
Tumor
0.3
CPT0006950001
Normal
0.3
CPT0088710001
Normal
0.3
CPT0009000003
Tumor
0.3
CPT0081620001
Normal
0.3
CPT0025610001
Normal
0.2
CPT0006440003
Tumor
0.2
CPT0077140001
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0077320001
Normal
0.2
CPT0012900004
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0012180003
Tumor
0.2
CPT0076330003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0021240003
Tumor
0.1
CPT0010170001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0077490003
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0069190001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0023360001
Normal
-0.1
CPT0001260009
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0010110003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0000640003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0077110003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0071150004
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0025060001
Normal
-0.2
CPT0078830003
Tumor
-0.2
CPT0092740003
Normal
-0.2
CPT0086820003
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0081600003
Tumor
-0.2
CPT0063330001
Normal
-0.2
CPT0025110003
Tumor
-0.2
CPT0089480003
Normal
-0.2
CPT0079380003
Tumor
-0.2
CPT0012090003
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0065930003
Tumor
-0.2
CPT0079000001
Normal
-0.2
CPT0001220008
Tumor
-0.2
CPT0065820001
Normal
-0.2
CPT0085670003
Tumor
-0.2
CPT0019160001
Normal
-0.2
CPT0079270003
Tumor
-0.2
CPT0000790001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0088570001
Normal
-0.3
CPT0088550004
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0086890003
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0069160003
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0092800003
Normal
-0.3
CPT0014470001
Normal
-0.3
CPT0006530001
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0012550003
Tumor
-0.3
CPT0089020003
Tumor
-0.3
CPT0087050003
Normal
-0.3
CPT0000870016
Tumor
-0.3
CPT0077500001
Normal
-0.3
CPT0066470004
Tumor
-0.4
CPT0087040003
Tumor
-0.4
CPT0017410003
Tumor
-0.4
CPT0017450001
Normal
-0.4
CPT0065750003
Tumor
-0.4
CPT0092730003
Tumor
-0.4
CPT0081880003
Tumor
-0.4
CPT0025170003
Tumor
-0.5
CPT0001190001
Normal
-0.5
CPT0065690003
Tumor
-0.5
CPT0006630003
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0023710001
Normal
-0.5
CPT0088480003
Tumor
-0.6
CPT0025350003
Tumor
-0.6
CPT0078840001
Normal
-0.6
CPT0092790003
Tumor
-0.6
CPT0086870003
Tumor
-0.6
CPT0025290003
Tumor
-0.6
CPT0075570001
Normal
-0.6
CPT0079410003
Tumor
-0.6
CPT0078990003
Tumor
-0.6
CPT0015730003
Tumor
-0.7
CPT0024670003
Tumor
-0.7
CPT0012370003
Tumor
-0.7
CPT0025880003
Tumor
-0.8
CPT0001500009
Tumor
-0.8
CPT0023350003
Tumor
-0.9
CPT0077310003
Tumor
-1.0
CPT0014160003
Tumor
-1.4
CPT0078510003
Tumor
-1.5
CPT0025050003
Tumor
-1.6
CPT0012770003
Normal
-1.8
CPT0011240003
Tumor
-1.8
CPT0024680001
Normal
-1.8
CPT0013790003
Normal
-1.9
CPT0012570003
Normal
-2.0
CPT0079180003
Tumor
-2.0
CPT0092290003
Tumor
-2.1
CPT0078660003
Tumor
N/A
CPT0001350001
Normal
N/A
CPT0020120003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0078670001
Normal
N/A
CPT0075170001
Normal
N/A
CPT0075130003
Tumor
N/A
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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
