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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.
POLR1D 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
87.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
186.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
164.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
148.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
137.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
135.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
134.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
131.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
131.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
125.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
125.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
124.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
124.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
123.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
123.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
121.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
119.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
119.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
110.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
109.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
107.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
103.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
100.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
97.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
97.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
90.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
88.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
88.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
87.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
83.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
82.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
81.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
80.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
78.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
75.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
75.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
74.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
73.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
71.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
70.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
70.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
70.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
69.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
68.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
66.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
65.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
65.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
63.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
60.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
57.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
56.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
55.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
54.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
53.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
53.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
50.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
49.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
48.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
47.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
47.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
45.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
43.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
41.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
34.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
POLR1D is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
87.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
203.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
185.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
185.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
172.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
171.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
165.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
165.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
164.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
161.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
160.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
158.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
157.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
154.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
154.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
153.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
153.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
151.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
151.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
150.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
150.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
150.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
147.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
146.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
146.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
145.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
140.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
137.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
136.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
136.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
134.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
133.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
133.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
132.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
132.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
131.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
131.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
130.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
129.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
129.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
129.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
127.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
124.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
124.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
123.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
123.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
123.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
123.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
122.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
122.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
121.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
121.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
121.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
121.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
121.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
120.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
120.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
120.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
120.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
120.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
119.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
119.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
119.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
119.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
119.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
118.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
117.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
117.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
117.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
117.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
116.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
116.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
116.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
116.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
116.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
116.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
115.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
115.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
115.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
115.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
115.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
115.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
114.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
114.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
114.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
113.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
113.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
112.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
112.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
112.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
112.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
112.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
112.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
111.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
111.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
110.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
110.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
110.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
110.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
110.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
110.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
110.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
109.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
109.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
109.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
109.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
108.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
108.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
108.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
107.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
107.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
107.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
107.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
106.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
106.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
106.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
105.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
105.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
105.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
104.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
104.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
104.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
103.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
103.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
103.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
103.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
103.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
103.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
103.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
102.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
102.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
102.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
101.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
101.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
101.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
101.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
101.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
101.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
101.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
101.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
100.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
100.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
100.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
100.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
100.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
100.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
100.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
99.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
99.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
99.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
99.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
99.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
99.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
99.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
99.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
99.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
99.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
98.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
98.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
98.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
98.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
97.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
97.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
97.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
97.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
97.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
97.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
96.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
96.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
96.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
96.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
96.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
96.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
96.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
96.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
96.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
96.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
96.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
95.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
95.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
95.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
95.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
95.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
95.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
94.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
94.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
94.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
94.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
94.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
94.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
94.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
94.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
94.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
94.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
93.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
93.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
93.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
93.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
93.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
93.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
93.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
93.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
93.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
93.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
92.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
92.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
92.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
92.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
92.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
92.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
92.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
92.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
92.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
91.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
91.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
91.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
91.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
91.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
90.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
90.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
90.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
90.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
90.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
90.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
90.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
90.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
90.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
90.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
90.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
90.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
90.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
90.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
89.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
89.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
89.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
88.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
88.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
88.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
88.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
87.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
87.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
87.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
87.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
87.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
87.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
87.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
87.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
87.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
87.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
87.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
86.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
86.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
86.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
86.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
86.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
86.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
86.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
86.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
86.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
86.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
86.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
86.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
86.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
85.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
85.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
85.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
85.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
85.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
85.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
85.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
85.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
85.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
85.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
85.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
85.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
85.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
85.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
84.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
84.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
84.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
84.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
84.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
84.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
84.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
84.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
84.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
83.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
83.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
83.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
83.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
83.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
82.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
82.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
82.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
82.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
82.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
82.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
82.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
81.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
81.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
81.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
81.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
80.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
80.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
80.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
80.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
80.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
80.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
80.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
80.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
80.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
80.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
80.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
80.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
79.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
79.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
79.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
79.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
79.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
79.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
79.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
79.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
79.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
79.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
79.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
79.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
79.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
78.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
78.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
78.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
78.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
77.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
77.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
77.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
77.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
77.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
77.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
77.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
77.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
77.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
77.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
77.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
77.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
77.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
77.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
76.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
76.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
76.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
75.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
75.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
75.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
75.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
75.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
74.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
74.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
74.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
74.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
73.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
73.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
73.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
73.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
73.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
73.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
73.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
73.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
73.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
73.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
73.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
73.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
72.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
71.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
71.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
71.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
71.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
71.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
71.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
71.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
71.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
71.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
71.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
71.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
71.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
70.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
70.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
70.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
69.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
69.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
69.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
69.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
69.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
69.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
68.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
68.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
68.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
68.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
68.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
68.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
67.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
67.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
67.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
67.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
66.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
66.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
66.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
66.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
66.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
65.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
65.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
65.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
65.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
65.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
65.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
65.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
65.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
65.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
64.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
64.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
64.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
64.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
63.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
63.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
63.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
63.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
62.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
62.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
61.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
61.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
61.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
61.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
61.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
60.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
60.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
60.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
60.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
60.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
60.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
60.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
60.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
60.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
60.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
59.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
59.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
59.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
59.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
59.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
58.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
58.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
58.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
58.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
58.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
57.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
57.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
56.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
56.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
56.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
55.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
55.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
55.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
55.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
55.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
54.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
54.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
53.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
53.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
53.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
53.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
53.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
53.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
52.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
52.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
52.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
51.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
51.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
51.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
51.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
51.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
51.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
50.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
50.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
50.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
50.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
49.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
49.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
49.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
48.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
48.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
47.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
47.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
47.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
46.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
46.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
46.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
46.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
46.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
45.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
45.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
44.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
44.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
44.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
43.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
43.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
42.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
42.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
42.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
41.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
41.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
41.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
40.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
40.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
39.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
38.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
37.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
36.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
36.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
35.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
33.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
32.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
31.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
30.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
29.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
27.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 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.
POLR1D 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
93.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
176.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
176.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
160.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
144.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
144.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
143.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
141.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
138.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
137.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
134.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
127.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
125.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
125.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
123.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
123.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
119.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
116.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
115.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
115.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
114.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
113.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
112.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
112.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
111.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
109.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
107.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
106.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
105.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
105.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
102.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
100.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
99.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
99.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
98.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
98.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
98.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
97.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
97.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
96.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
96.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
96.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
96.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
94.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
94.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
94.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
93.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
93.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
92.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
92.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
92.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
92.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
91.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
90.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
89.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
87.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
87.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
87.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
86.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
86.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
86.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
86.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
84.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
84.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
81.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
80.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
79.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
79.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
78.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
78.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
77.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
77.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
77.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
76.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
76.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
76.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
74.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
73.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
73.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
72.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
72.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
70.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
69.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
68.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
67.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
66.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
66.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
65.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
64.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
61.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
56.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
55.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
52.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
51.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
50.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
50.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
50.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
49.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
46.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
44.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
POLR1D 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
63.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
165.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
127.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
123.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
123.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
117.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
116.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
114.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
110.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
108.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
107.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
102.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
100.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
99.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
98.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
98.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
97.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
96.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
96.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
93.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
91.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
91.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
91.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
90.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
89.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
89.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
88.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
88.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
88.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
87.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
86.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
86.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
85.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
85.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
84.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
84.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
84.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
84.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
84.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
84.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
83.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
83.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
83.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
83.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
83.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
82.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
82.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
81.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
81.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
81.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
80.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
80.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
80.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
80.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
79.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
79.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
78.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
78.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
78.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
77.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
77.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
77.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
76.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
76.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
76.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
76.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
76.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
76.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
75.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
75.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
75.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
75.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
75.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
75.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
74.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
74.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
74.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
74.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
73.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
73.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
73.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
73.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
73.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
72.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
72.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
72.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
72.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
72.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
72.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
71.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
71.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
71.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
71.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
70.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
70.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
70.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
70.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
70.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
70.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
69.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
69.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
69.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
69.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
69.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
69.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
69.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
68.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
68.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
68.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
68.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
68.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
67.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
67.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
67.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
67.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
67.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
67.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
67.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
66.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
66.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
66.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
66.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
65.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
65.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
65.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
65.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
64.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
64.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
64.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
64.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
63.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
63.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
63.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
63.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
63.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
63.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
63.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
63.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
62.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
62.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
62.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
62.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
62.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
61.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
61.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
61.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
60.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
60.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
60.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
60.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
60.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
60.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
60.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
60.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
60.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
59.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
59.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
59.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
59.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
59.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
58.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
58.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
58.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
58.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
58.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
58.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
58.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
57.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
57.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
57.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
57.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
57.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
57.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
57.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
57.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
56.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
56.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
56.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
56.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
56.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
56.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
56.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
56.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
56.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
55.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
55.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
55.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
55.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
55.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
54.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
54.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
54.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
54.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
53.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
53.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
53.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
53.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
52.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
52.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
52.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
52.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
52.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
52.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
51.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
51.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
51.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
50.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
50.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
49.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
49.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
49.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
49.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
49.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
49.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
48.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
48.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
48.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
48.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
48.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
48.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
47.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
47.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
47.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
47.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
46.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
46.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
46.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
46.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
46.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
46.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
46.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
46.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
46.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
45.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
45.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
45.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
44.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
44.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
44.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
44.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
44.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
44.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
44.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
44.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
44.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
44.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
44.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
43.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
43.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
43.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
43.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
42.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
42.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
42.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
42.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
41.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
41.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
40.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
40.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
40.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
39.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
38.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
38.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
38.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
37.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
35.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
35.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
33.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
33.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
32.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
31.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
31.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
31.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
29.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
28.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
27.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
26.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
26.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
23.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
21.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
20.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
18.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
14.9
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0077110003
Tumor
0.6
CPT0075130003
Tumor
0.6
CPT0066470004
Tumor
0.6
CPT0014450004
Tumor
0.6
CPT0088690003
Tumor
0.5
CPT0000640003
Tumor
0.5
CPT0001270001
Normal
0.5
CPT0088630003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0007870001
Normal
0.4
CPT0077490003
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0025580004
Tumor
0.4
CPT0001540009
Tumor
0.4
CPT0089460004
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0079180003
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0088760003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0017410003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0078990003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0000660001
Normal
0.2
CPT0086030003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0079430001
Normal
0.2
CPT0088900003
Tumor
0.2
CPT0065430003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0000780007
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0065690003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0088570001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0066430001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0007470001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0012900004
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0079510001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0092740003
Normal
0.0
CPT0006730001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0081880003
Tumor
0.0
CPT0089040001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0088550004
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0012550003
Tumor
-0.1
CPT0006900003
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0088500001
Normal
-0.2
CPT0017850003
Tumor
-0.2
CPT0065450001
Normal
-0.2
CPT0012920003
Normal
-0.2
CPT0076330003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0009080003
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0012180003
Tumor
-0.3
CPT0013790003
Normal
-0.3
CPT0086950003
Tumor
-0.3
CPT0024670003
Tumor
-0.4
CPT0017450001
Normal
-0.5
CPT0012080003
Tumor
-0.5
CPT0081990003
Tumor
-0.6
CPT0082010001
Normal
-0.6
CPT0012640003
Normal
-0.7
CPT0012280003
Tumor
-0.7
CPT0012670003
Tumor
-0.8
CPT0012290003
Normal
-0.8
CPT0012090003
Normal
-0.9
CPT0018250001
Normal
-0.9
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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
