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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.
TMEM230 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
156.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
263.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
259.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
244.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
233.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
225.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
225.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
221.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
214.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
212.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
208.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
206.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
203.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
201.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
200.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
199.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
191.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
190.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
186.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
185.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
185.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
183.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
180.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
174.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
173.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
167.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
166.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
165.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
164.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
161.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
161.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
160.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
157.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
150.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
148.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
146.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
143.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
140.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
139.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
137.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
136.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
133.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
131.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
129.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
129.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
128.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
126.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
125.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
121.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
119.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
119.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
112.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
111.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
110.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
107.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
106.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
104.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
102.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
96.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
93.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
83.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
76.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
75.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
75.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 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.
TMEM230 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
107.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
409.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
401.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
276.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
275.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
249.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
245.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
234.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
214.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
208.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
200.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
199.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
194.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
194.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
194.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
191.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
190.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
188.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
178.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
177.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
175.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
173.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
172.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
172.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
171.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
168.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
168.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
167.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
164.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
164.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
161.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
160.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
158.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
158.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
155.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
155.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
154.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
154.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
152.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
152.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
152.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
151.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
149.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
149.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
148.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
147.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
145.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
145.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
145.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
145.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
145.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
142.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
142.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
140.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
140.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
139.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
139.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
139.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
139.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
138.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
138.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
138.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
138.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
137.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
137.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
136.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
136.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
134.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
134.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
134.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
134.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
133.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
133.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
133.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
132.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
132.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
132.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
132.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
131.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
131.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
131.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
130.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
130.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
130.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
129.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
128.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
126.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
126.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
126.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
126.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
125.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
125.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
125.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
124.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
124.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
124.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
124.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
123.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
123.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
123.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
123.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
123.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
123.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
123.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
123.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
123.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
123.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
123.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
122.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
122.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
122.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
122.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
122.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
122.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
122.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
122.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
122.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
121.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
121.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
121.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
121.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
121.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
121.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
121.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
120.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
120.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
119.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
119.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
119.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
119.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
119.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
119.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
119.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
119.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
119.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
119.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
119.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
118.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
118.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
118.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
118.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
118.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
118.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
118.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
118.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
118.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
117.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
117.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
117.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
117.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
117.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
117.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
117.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
117.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
116.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
116.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
116.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
116.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
115.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
115.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
115.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
115.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
115.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
115.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
115.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
115.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
115.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
114.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
114.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
114.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
114.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
114.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
114.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
114.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
113.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
113.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
113.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
113.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
113.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
113.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
112.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
112.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
112.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
111.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
110.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
110.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
110.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
110.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
110.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
110.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
110.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
110.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
110.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
110.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
110.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
110.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
110.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
110.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
109.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
109.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
109.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
109.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
109.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
109.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
109.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
109.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
109.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
108.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
108.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
108.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
108.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
108.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
108.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
108.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
108.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
108.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
108.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
108.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
108.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
108.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
108.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
108.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
107.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
107.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
107.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
107.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
107.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
107.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
107.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
107.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
107.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
106.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
106.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
106.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
106.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
106.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
106.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
106.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
106.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
106.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
106.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
106.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
106.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
106.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
106.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
106.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
106.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
106.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
106.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
106.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
106.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
105.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
105.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
105.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
105.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
105.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
105.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
105.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
105.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
105.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
104.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
104.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
104.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
104.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
104.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
104.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
104.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
104.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
104.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
104.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
104.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
104.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
103.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
103.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
103.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
102.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
102.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
102.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
102.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
102.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
102.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
102.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
102.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
102.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
102.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
102.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
102.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
102.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
102.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
101.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
101.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
101.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
101.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
101.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
101.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
101.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
101.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
101.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
100.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
100.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
100.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
100.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
100.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
100.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
100.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
100.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
99.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
99.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
99.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
99.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
99.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
99.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
99.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
99.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
98.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
98.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
98.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
98.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
98.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
98.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
98.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
98.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
98.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
98.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
97.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
97.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
97.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
97.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
97.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
97.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
97.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
97.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
97.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
97.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
97.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
96.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
96.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
96.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
95.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
95.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
95.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
95.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
95.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
95.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
95.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
95.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
95.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
95.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
95.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
95.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
94.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
94.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
94.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
94.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
94.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
94.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
93.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
93.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
93.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
93.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
93.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
93.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
92.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
92.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
92.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
92.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
92.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
92.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
92.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
91.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
91.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
91.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
91.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
91.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
91.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
90.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
90.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
90.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
90.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
90.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
90.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
90.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
89.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
89.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
89.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
89.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
89.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
89.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
89.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
89.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
89.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
89.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
88.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
88.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
88.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
88.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
88.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
88.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
88.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
88.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
87.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
87.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
87.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
87.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
87.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
87.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
87.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
87.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
86.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
86.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
86.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
86.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
85.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
85.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
85.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
85.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
85.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
85.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
84.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
84.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
84.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
84.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
84.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
83.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
83.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
83.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
83.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
83.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
83.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
83.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
82.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
82.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
82.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
81.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
81.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
81.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
81.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
81.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
81.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
80.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
80.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
80.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
80.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
79.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
79.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
79.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
79.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
79.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
79.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
78.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
78.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
78.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
77.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
77.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
77.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
77.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
76.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
76.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
76.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
76.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
76.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
75.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
75.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
75.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
74.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
74.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
74.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
74.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
73.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
72.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
72.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
72.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
72.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
72.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
71.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
71.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
70.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
70.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
69.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
68.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
67.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
67.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
67.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
66.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
66.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
66.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
66.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
65.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
65.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
65.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
64.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
64.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
63.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
63.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
62.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
61.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
60.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
59.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
59.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
59.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
58.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
57.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
55.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
55.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
55.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
55.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
55.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
54.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
53.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
52.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
52.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
52.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
51.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
49.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
46.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
46.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
44.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
40.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
39.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
38.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
30.7
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.
TMEM230 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
119.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
245.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
194.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
173.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
172.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
162.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
158.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
158.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
158.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
149.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
147.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
147.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
147.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
145.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
142.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
142.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
140.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
140.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
139.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
138.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
138.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
136.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
133.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
133.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
132.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
131.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
128.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
127.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
126.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
125.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
125.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
124.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
124.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
124.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
124.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
123.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
123.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
120.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
120.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
120.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
119.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
119.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
118.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
118.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
118.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
117.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
117.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
117.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
117.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
117.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
117.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
116.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
116.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
116.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
115.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
115.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
115.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
114.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
114.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
113.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
113.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
112.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
111.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
111.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
110.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
110.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
110.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
109.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
109.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
108.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
107.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
107.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
106.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
106.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
106.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
105.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
104.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
104.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
103.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
103.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
103.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
102.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
101.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
100.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
99.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
99.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
99.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
99.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
96.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
96.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
93.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
91.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
88.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
87.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
85.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
85.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
75.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
74.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
71.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
53.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM230 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
110.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
308.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
292.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
251.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
244.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
235.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
231.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
214.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
213.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
212.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
209.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
199.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
195.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
193.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
189.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
182.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
180.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
180.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
178.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
174.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
173.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
172.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
168.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
167.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
166.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
166.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
166.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
164.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
162.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
162.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
161.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
159.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
157.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
156.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
155.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
155.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
152.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
152.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
151.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
151.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
151.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
150.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
149.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
147.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
147.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
147.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
144.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
144.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
143.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
143.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
143.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
142.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
142.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
142.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
141.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
140.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
139.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
139.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
138.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
138.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
137.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
137.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
136.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
136.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
135.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
135.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
134.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
134.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
134.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
133.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
132.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
132.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
132.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
131.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
131.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
130.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
129.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
129.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
128.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
126.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
125.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
125.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
125.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
125.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
124.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
123.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
123.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
121.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
121.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
121.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
120.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
120.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
119.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
119.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
119.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
118.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
117.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
117.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
117.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
117.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
117.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
115.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
114.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
113.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
113.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
113.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
113.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
112.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
112.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
112.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
111.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
111.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
111.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
111.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
111.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
110.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
110.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
109.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
108.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
108.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
108.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
108.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
107.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
106.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
106.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
106.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
106.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
105.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
105.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
105.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
105.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
105.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
104.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
104.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
104.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
104.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
104.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
104.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
102.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
102.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
102.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
102.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
101.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
101.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
101.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
100.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
100.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
100.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
99.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
99.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
98.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
98.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
98.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
97.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
97.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
97.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
97.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
97.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
96.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
96.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
96.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
96.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
95.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
95.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
94.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
94.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
94.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
94.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
94.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
94.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
94.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
93.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
93.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
93.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
93.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
93.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
92.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
92.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
92.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
92.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
92.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
92.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
92.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
91.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
91.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
91.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
91.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
91.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
91.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
90.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
90.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
89.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
89.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
89.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
88.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
88.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
88.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
88.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
88.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
88.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
88.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
87.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
87.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
87.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
87.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
86.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
86.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
86.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
86.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
86.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
85.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
84.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
84.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
83.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
83.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
82.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
81.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
81.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
80.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
80.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
79.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
79.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
79.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
79.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
78.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
78.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
78.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
77.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
77.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
76.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
76.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
75.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
75.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
75.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
75.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
74.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
74.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
74.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
74.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
73.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
73.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
73.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
73.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
72.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
72.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
72.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
72.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
72.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
71.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
71.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
70.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
70.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
70.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
70.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
69.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
69.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
69.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
69.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
68.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
67.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
67.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
67.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
66.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
64.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
64.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
63.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
63.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
63.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
63.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
62.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
60.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
58.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
58.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
56.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
55.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
52.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
52.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
50.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
49.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
48.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
45.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
44.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
44.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012180003
Tumor
1.5
CPT0014450004
Tumor
1.0
CPT0002350011
Tumor
0.9
CPT0019130003
Tumor
0.9
CPT0025050003
Tumor
0.7
CPT0011410003
Tumor
0.7
CPT0014160003
Tumor
0.7
CPT0069160003
Tumor
0.7
CPT0007320003
Tumor
0.7
CPT0025290003
Tumor
0.7
CPT0025110003
Tumor
0.6
CPT0012550003
Tumor
0.6
CPT0088630003
Tumor
0.6
CPT0078930003
Tumor
0.6
CPT0064370003
Tumor
0.6
CPT0065810003
Tumor
0.5
CPT0092290003
Tumor
0.5
CPT0086950003
Tumor
0.5
CPT0078800003
Tumor
0.5
CPT0079270003
Tumor
0.5
CPT0088640003
Normal
0.5
CPT0006900003
Tumor
0.5
CPT0065430003
Tumor
0.5
CPT0024670003
Tumor
0.4
CPT0078940001
Normal
0.4
CPT0086820003
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0025580004
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0012080003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0089480003
Normal
0.3
CPT0088690003
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0063630003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0001220008
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0006950001
Normal
0.2
CPT0078660003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0000660001
Normal
0.2
CPT0092790003
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0023350003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0088550004
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0069190001
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0065690003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0001230001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0078840001
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0077320001
Normal
0.1
CPT0066470004
Tumor
0.0
CPT0001340003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0026410003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0065450001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0015810003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0071150004
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0001190001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0087040003
Tumor
-0.2
CPT0001350001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0000780007
Tumor
-0.2
CPT0077140001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0001260009
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0018250001
Normal
-0.3
CPT0078530001
Normal
-0.3
CPT0079430001
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0000870016
Tumor
-0.3
CPT0020130001
Normal
-0.3
CPT0065820001
Normal
-0.3
CPT0009060003
Tumor
-0.3
CPT0001510001
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0025920001
Normal
-0.3
CPT0075720003
Tumor
-0.3
CPT0064400001
Normal
-0.3
CPT0088570001
Normal
-0.3
CPT0000890001
Normal
-0.4
CPT0024680001
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0079300001
Normal
-0.4
CPT0069010001
Normal
-0.4
CPT0001270001
Normal
-0.4
CPT0079000001
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0081990003
Tumor
-0.4
CPT0012570003
Normal
-0.5
CPT0001550001
Normal
-0.5
CPT0012770003
Normal
-0.5
CPT0075170001
Normal
-0.5
CPT0086870003
Tumor
-0.5
CPT0012900004
Tumor
-0.5
CPT0079180003
Tumor
-0.6
CPT0017450001
Normal
-0.6
CPT0020020001
Normal
-0.6
CPT0066480003
Tumor
-0.6
CPT0007870001
Normal
-0.6
CPT0026420001
Normal
-0.7
CPT0014470001
Normal
-0.7
CPT0012090003
Normal
-0.8
CPT0009020003
Normal
-1.3
CPT0012920003
Normal
-1.5
CPT0009080003
Normal
-1.7
CPT0017410003
Tumor
-1.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
