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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.
ATP6V1G1 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
142.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
406.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
307.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
238.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
236.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
225.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
218.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
216.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
216.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
198.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
195.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
193.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
186.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
183.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
182.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
178.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
178.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
171.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
170.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
170.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
167.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
163.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
158.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
154.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
152.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
150.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
147.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
145.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
144.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
144.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
143.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
141.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
139.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
137.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
136.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
132.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
130.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
129.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
127.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
122.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
121.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
117.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
116.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
111.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
111.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
109.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
107.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
106.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
104.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
103.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
103.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
81.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
81.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
81.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
80.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
74.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
69.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
69.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
66.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
65.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
62.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
61.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
55.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
47.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 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.
ATP6V1G1 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
95.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
343.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
343.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
239.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
236.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
218.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
206.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
203.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
199.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
184.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
182.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
174.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
173.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
158.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
157.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
150.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
149.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
148.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
148.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
146.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
145.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
144.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
143.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
142.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
140.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
140.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
138.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
138.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
138.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
137.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
136.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
135.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
134.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
133.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
133.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
133.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
132.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
132.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
131.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
131.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
131.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
130.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
129.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
129.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
129.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
129.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
129.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
128.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
128.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
128.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
128.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
128.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
128.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
128.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
127.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
126.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
126.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
126.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
125.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
125.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
125.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
124.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
123.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
123.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
123.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
123.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
123.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
123.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
123.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
122.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
122.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
122.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
122.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
122.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
122.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
121.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
121.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
119.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
119.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
119.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
119.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
119.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
119.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
119.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
118.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
118.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
118.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
118.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
118.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
118.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
118.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
117.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
117.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
117.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
117.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
117.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
116.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
115.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
115.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
115.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
115.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
115.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
115.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
115.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
114.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
114.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
114.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
114.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
114.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
114.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
114.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
114.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
114.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
113.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
113.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
113.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
113.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
113.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
113.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
113.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
113.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
113.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
113.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
113.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
112.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
112.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
112.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
112.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
112.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
111.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
111.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
111.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
111.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
111.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
111.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
110.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
109.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
109.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
109.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
109.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
109.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
109.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
109.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
109.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
109.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
109.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
109.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
108.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
108.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
108.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
108.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
108.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
108.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
107.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
107.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
107.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
107.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
107.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
107.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
106.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
106.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
106.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
106.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
106.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
106.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
106.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
105.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
105.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
105.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
105.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
105.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
105.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
105.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
105.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
104.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
104.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
104.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
104.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
104.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
104.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
104.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
104.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
104.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
104.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
104.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
103.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
103.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
103.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
103.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
103.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
103.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
103.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
103.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
103.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
103.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
103.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
103.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
103.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
103.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
103.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
103.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
102.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
102.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
102.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
102.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
102.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
102.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
102.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
102.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
101.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
101.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
101.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
101.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
101.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
101.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
100.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
100.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
100.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
100.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
100.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
100.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
100.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
100.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
100.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
100.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
99.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
99.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
99.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
99.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
99.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
99.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
99.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
98.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
98.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
98.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
98.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
98.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
98.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
98.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
98.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
97.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
97.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
97.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
97.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
97.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
97.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
97.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
96.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
96.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
96.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
96.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
96.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
96.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
96.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
96.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
95.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
95.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
95.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
95.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
95.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
95.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
95.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
95.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
95.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
94.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
94.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
94.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
94.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
94.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
93.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
93.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
93.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
93.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
93.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
93.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
93.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
93.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
93.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
92.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
92.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
92.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
92.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
92.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
92.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
91.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
91.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
91.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
91.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
91.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
91.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
90.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
90.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
90.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
90.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
90.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
90.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
89.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
89.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
89.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
89.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
89.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
88.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
88.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
88.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
88.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
88.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
88.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
88.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
87.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
87.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
87.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
87.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
87.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
86.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
86.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
86.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
85.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
85.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
85.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
85.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
85.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
85.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
84.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
84.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
84.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
84.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
84.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
84.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
84.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
83.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
83.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
83.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
83.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
83.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
83.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
82.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
82.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
82.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
82.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
82.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
82.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
82.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
82.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
81.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
81.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
81.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
81.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
81.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
80.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
80.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
80.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
79.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
79.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
79.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
79.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
79.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
79.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
79.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
79.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
78.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
78.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
78.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
78.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
78.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
78.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
78.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
77.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
77.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
77.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
77.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
77.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
76.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
76.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
76.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
76.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
76.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
76.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
76.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
76.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
76.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
75.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
75.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
75.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
75.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
75.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
75.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
74.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
74.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
74.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
74.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
74.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
74.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
73.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
73.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
73.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
73.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
73.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
73.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
73.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
72.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
72.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
72.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
72.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
72.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
72.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
72.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
72.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
71.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
71.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
71.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
71.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
71.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
71.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
71.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
71.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
70.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
70.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
70.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
70.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
69.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
69.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
69.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
69.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
69.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
69.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
69.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
68.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
68.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
68.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
68.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
67.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
67.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
67.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
67.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
67.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
67.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
67.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
67.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
66.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
66.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
66.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
66.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
66.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
66.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
66.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
65.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
65.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
64.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
64.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
64.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
63.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
63.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
63.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
63.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
63.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
62.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
61.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
61.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
60.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
60.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
60.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
60.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
59.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
59.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
59.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
58.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
58.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
58.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
58.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
58.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
58.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
58.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
57.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
57.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
57.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
57.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
57.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
57.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
57.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
57.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
56.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
56.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
56.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
56.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
55.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
55.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
54.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
53.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
53.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
52.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
52.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
52.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
52.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
51.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
51.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
50.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
50.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
50.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
50.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
49.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
49.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
48.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
47.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
46.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
46.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
46.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
45.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
45.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
44.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
44.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
43.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
40.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
38.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
37.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
36.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
36.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
35.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
35.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
32.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
31.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
30.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
ATP6V1G1 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
102.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
184.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
180.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
165.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
160.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
152.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
141.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
141.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
138.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
137.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
136.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
135.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
135.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
133.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
132.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
130.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
129.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
128.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
127.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
126.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
126.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
125.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
124.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
123.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
123.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
123.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
122.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
121.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
119.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
118.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
118.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
117.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
117.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
117.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
116.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
116.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
116.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
114.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
114.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
114.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
113.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
113.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
113.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
110.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
110.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
109.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
107.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
106.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
105.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
105.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
104.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
103.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
103.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
101.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
101.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
101.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
99.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
99.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
98.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
97.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
97.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
95.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
94.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
93.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
92.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
92.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
90.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
90.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
90.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
89.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
88.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
86.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
82.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
81.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
80.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
80.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
79.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
77.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
77.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
76.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
75.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
73.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
71.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
71.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
71.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
70.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
69.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
68.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
66.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
65.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
65.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
64.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
63.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
62.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
61.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
60.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
58.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
55.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
53.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
51.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 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.
ATP6V1G1 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
102.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
253.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
221.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
210.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
209.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
209.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
208.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
207.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
183.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
182.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
176.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
174.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
169.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
169.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
167.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
164.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
164.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
161.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
157.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
155.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
154.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
153.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
152.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
150.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
149.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
148.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
146.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
146.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
145.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
144.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
143.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
142.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
141.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
140.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
139.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
138.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
138.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
137.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
136.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
136.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
136.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
135.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
135.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
135.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
131.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
130.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
129.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
129.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
129.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
128.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
128.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
127.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
127.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
126.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
126.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
126.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
125.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
125.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
125.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
125.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
124.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
123.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
123.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
123.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
122.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
122.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
122.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
121.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
121.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
121.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
120.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
120.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
120.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
120.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
119.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
119.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
119.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
118.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
118.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
118.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
118.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
118.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
117.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
117.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
116.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
116.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
116.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
115.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
115.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
114.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
114.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
114.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
113.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
113.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
113.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
113.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
113.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
112.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
112.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
112.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
110.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
109.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
109.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
109.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
109.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
109.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
108.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
108.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
108.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
108.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
107.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
107.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
106.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
106.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
106.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
106.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
105.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
105.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
105.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
105.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
105.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
105.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
104.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
103.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
103.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
103.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
103.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
103.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
103.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
103.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
103.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
103.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
102.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
102.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
102.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
102.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
101.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
101.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
100.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
100.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
100.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
99.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
99.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
99.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
99.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
99.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
98.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
98.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
98.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
98.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
97.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
97.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
97.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
97.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
97.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
97.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
97.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
96.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
96.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
96.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
94.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
94.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
94.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
93.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
93.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
92.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
92.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
92.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
92.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
92.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
92.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
91.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
91.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
91.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
91.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
91.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
91.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
91.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
90.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
89.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
89.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
89.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
88.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
88.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
88.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
88.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
88.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
88.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
88.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
88.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
87.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
87.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
87.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
86.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
86.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
85.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
85.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
85.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
85.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
84.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
84.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
84.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
83.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
83.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
82.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
82.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
82.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
82.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
82.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
82.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
81.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
81.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
80.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
80.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
80.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
80.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
79.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
79.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
79.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
79.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
78.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
78.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
78.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
78.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
77.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
77.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
77.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
76.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
76.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
75.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
74.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
74.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
74.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
74.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
74.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
74.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
74.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
73.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
73.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
72.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
72.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
72.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
71.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
69.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
69.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
68.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
68.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
67.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
67.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
66.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
66.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
65.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
64.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
64.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
62.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
62.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
61.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
60.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
58.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
58.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
58.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
57.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
57.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
55.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
54.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
54.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
53.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
53.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
53.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
53.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
52.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
49.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
45.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
44.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
43.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
42.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
40.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
40.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
39.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
38.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
35.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
27.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
9.4
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
1.3
CPT0066430001
Normal
1.0
CPT0006950001
Normal
1.0
CPT0078660003
Tumor
0.9
CPT0076350001
Normal
0.9
CPT0092800003
Normal
0.9
CPT0077500001
Normal
0.9
CPT0089480003
Normal
0.9
CPT0023710001
Normal
0.8
CPT0065450001
Normal
0.8
CPT0026420001
Normal
0.8
CPT0092740003
Normal
0.7
CPT0086890003
Normal
0.7
CPT0012570003
Normal
0.6
CPT0081620001
Normal
0.6
CPT0086370003
Normal
0.6
CPT0087050003
Normal
0.6
CPT0077140001
Normal
0.6
CPT0000790001
Normal
0.6
CPT0088970003
Tumor
0.6
CPT0023360001
Normal
0.6
CPT0012770003
Normal
0.6
CPT0025610001
Normal
0.6
CPT0082010001
Normal
0.6
CPT0009080003
Normal
0.6
CPT0078840001
Normal
0.6
CPT0012090003
Normal
0.6
CPT0020020001
Normal
0.6
CPT0020130001
Normal
0.5
CPT0088710001
Normal
0.5
CPT0007470001
Normal
0.5
CPT0078940001
Normal
0.5
CPT0000890001
Normal
0.5
CPT0078530001
Normal
0.5
CPT0001350001
Normal
0.5
CPT0079430001
Normal
0.5
CPT0014350001
Normal
0.5
CPT0025060001
Normal
0.5
CPT0088920001
Normal
0.5
CPT0066520001
Normal
0.5
CPT0012290003
Normal
0.5
CPT0013790003
Normal
0.5
CPT0075570001
Normal
0.5
CPT0001190001
Normal
0.5
CPT0092310003
Normal
0.4
CPT0079000001
Normal
0.4
CPT0088780001
Normal
0.4
CPT0012920003
Normal
0.4
CPT0010170001
Normal
0.4
CPT0065820001
Normal
0.4
CPT0012900004
Tumor
0.4
CPT0019160001
Normal
0.4
CPT0006730001
Normal
0.4
CPT0089040001
Normal
0.4
CPT0014130001
Normal
0.4
CPT0086830003
Normal
0.4
CPT0088570001
Normal
0.4
CPT0018250001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0063330001
Normal
0.3
CPT0000660001
Normal
0.3
CPT0069010001
Normal
0.3
CPT0007870001
Normal
0.3
CPT0064400001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0009020003
Normal
0.3
CPT0017450001
Normal
0.3
CPT0006530001
Normal
0.3
CPT0007320003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0001510001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0014470001
Normal
0.2
CPT0078670001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0069190001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0088550004
Tumor
0.0
CPT0017410003
Tumor
0.0
CPT0023690003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0065430003
Tumor
-0.1
CPT0077490003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0009000003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0020120003
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0025880003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0000640003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0012550003
Tumor
-0.3
CPT0011240003
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0088480003
Tumor
-0.4
CPT0089020003
Tumor
-0.4
CPT0015810003
Tumor
-0.4
CPT0079300001
Normal
-0.4
CPT0084590001
Normal
-0.4
CPT0025170003
Tumor
-0.4
CPT0001220008
Tumor
-0.4
CPT0012640003
Normal
-0.4
CPT0010160003
Tumor
-0.4
CPT0021240003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0066480003
Tumor
-0.4
CPT0000780007
Tumor
-0.4
CPT0079270003
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0069160003
Tumor
-0.4
CPT0075720003
Tumor
-0.5
CPT0087040003
Tumor
-0.5
CPT0086360003
Tumor
-0.5
CPT0007860003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0012370003
Tumor
-0.5
CPT0092160003
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0065810003
Tumor
-0.5
CPT0065750003
Tumor
-0.5
CPT0006440003
Tumor
-0.5
CPT0086950003
Tumor
-0.5
CPT0088900003
Tumor
-0.5
CPT0065930003
Tumor
-0.5
CPT0066470004
Tumor
-0.5
CPT0017850003
Tumor
-0.6
CPT0000870016
Tumor
-0.6
CPT0025050003
Tumor
-0.6
CPT0012280003
Tumor
-0.6
CPT0024670003
Tumor
-0.6
CPT0001340003
Tumor
-0.6
CPT0012670003
Tumor
-0.6
CPT0086870003
Tumor
-0.6
CPT0010110003
Tumor
-0.6
CPT0014450004
Tumor
-0.6
CPT0078990003
Tumor
-0.6
CPT0089460004
Tumor
-0.6
CPT0009060003
Tumor
-0.6
CPT0026410003
Tumor
-0.6
CPT0077110003
Tumor
-0.7
CPT0092190003
Normal
-0.7
CPT0079380003
Tumor
-0.7
CPT0002350011
Tumor
-0.7
CPT0025290003
Tumor
-0.7
CPT0023350003
Tumor
-0.7
CPT0012080003
Tumor
-0.7
CPT0019130003
Tumor
-0.7
CPT0071150004
Tumor
-0.7
CPT0079410003
Tumor
-0.7
CPT0065690003
Tumor
-0.8
CPT0079230003
Tumor
-0.8
CPT0078930003
Tumor
-0.8
CPT0025350003
Tumor
-0.8
CPT0025230003
Tumor
-0.8
CPT0075130003
Tumor
-0.9
CPT0012180003
Tumor
-0.9
CPT0092790003
Tumor
-0.9
CPT0065870003
Tumor
-0.9
CPT0081880003
Tumor
-0.9
CPT0001260009
Tumor
-0.9
CPT0014370004
Tumor
-0.9
CPT0025110003
Tumor
-0.9
CPT0088760003
Tumor
-0.9
CPT0063630003
Tumor
-0.9
CPT0086820003
Tumor
-0.9
CPT0063320003
Tumor
-0.9
CPT0006900003
Tumor
-1.0
CPT0084560003
Tumor
-1.0
CPT0081990003
Tumor
-1.0
CPT0025580004
Tumor
-1.0
CPT0011410003
Tumor
-1.1
CPT0085670003
Tumor
-1.1
CPT0001180009
Tumor
-1.1
CPT0015910003
Tumor
-1.2
CPT0088690003
Tumor
-1.2
CPT0081600003
Tumor
-1.3
CPT0069000003
Tumor
-1.4
CPT0088630003
Tumor
-1.4
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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.