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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.
MRPS24 is potential prognostic, high expression is unfavorable 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
183.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
367.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
333.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
328.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
285.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
274.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
271.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
251.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
249.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
239.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
239.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
237.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
232.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
232.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
230.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
227.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
222.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
220.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
217.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
216.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
210.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
209.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
208.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
207.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
197.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
191.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
189.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
187.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
184.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
183.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
182.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
182.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
182.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
180.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
177.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
174.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
169.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
167.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
158.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
158.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
157.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
156.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
151.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
146.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
146.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
145.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
143.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
143.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
142.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
140.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
139.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
138.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
137.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
137.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
134.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
131.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
126.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
122.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
107.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
105.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
90.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
89.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
89.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
77.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 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.
MRPS24 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
117.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
394.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
353.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
300.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
265.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
253.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
251.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
237.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
235.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
233.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
228.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
224.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
213.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
208.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
207.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
206.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
203.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
202.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
193.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
193.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
189.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
187.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
186.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
185.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
185.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
184.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
179.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
179.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
176.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
174.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
174.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
174.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
168.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
168.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
168.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
167.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
167.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
167.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
167.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
166.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
166.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
166.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
165.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
164.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
164.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
164.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
164.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
163.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
162.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
161.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
160.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
160.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
160.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
160.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
159.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
158.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
158.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
157.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
157.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
156.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
155.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
154.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
154.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
154.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
154.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
153.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
153.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
153.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
153.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
152.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
152.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
151.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
151.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
150.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
150.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
149.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
148.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
148.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
148.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
148.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
147.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
147.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
147.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
147.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
147.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
147.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
146.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
146.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
146.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
145.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
145.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
145.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
145.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
145.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
144.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
144.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
144.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
144.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
143.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
143.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
141.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
140.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
140.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
140.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
140.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
140.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
139.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
139.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
139.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
139.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
139.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
139.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
139.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
138.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
138.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
138.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
138.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
138.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
137.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
136.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
136.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
136.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
136.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
135.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
135.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
135.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
134.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
134.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
134.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
133.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
133.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
133.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
133.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
133.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
133.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
133.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
133.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
133.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
132.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
132.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
132.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
132.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
132.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
132.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
131.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
131.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
131.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
131.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
131.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
130.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
130.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
130.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
129.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
129.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
129.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
129.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
129.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
129.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
128.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
128.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
128.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
127.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
127.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
127.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
127.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
127.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
127.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
127.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
126.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
126.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
126.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
126.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
126.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
125.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
125.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
125.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
125.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
125.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
125.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
125.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
125.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
125.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
125.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
125.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
124.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
124.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
123.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
123.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
123.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
123.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
123.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
123.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
122.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
122.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
122.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
122.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
121.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
121.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
121.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
120.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
120.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
120.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
120.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
119.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
119.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
119.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
119.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
119.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
119.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
118.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
118.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
118.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
117.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
117.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
117.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
116.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
116.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
116.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
116.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
116.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
116.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
116.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
116.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
116.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
115.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
115.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
115.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
115.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
115.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
114.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
114.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
114.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
114.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
114.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
114.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
114.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
113.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
113.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
113.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
113.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
113.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
113.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
112.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
112.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
112.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
112.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
112.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
112.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
112.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
112.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
112.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
112.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
111.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
111.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
111.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
111.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
111.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
111.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
111.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
111.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
111.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
111.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
110.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
110.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
110.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
110.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
110.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
110.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
109.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
109.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
109.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
109.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
108.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
108.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
108.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
108.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
108.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
108.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
108.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
107.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
107.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
107.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
107.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
107.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
107.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
107.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
107.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
107.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
107.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
106.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
106.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
106.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
106.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
106.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
106.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
106.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
106.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
106.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
106.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
106.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
106.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
105.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
105.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
105.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
105.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
105.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
105.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
105.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
104.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
104.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
104.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
104.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
104.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
103.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
103.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
103.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
102.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
102.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
102.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
102.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
102.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
102.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
102.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
101.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
101.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
101.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
101.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
101.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
101.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
101.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
101.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
101.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
100.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
100.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
100.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
100.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
100.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
100.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
100.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
100.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
99.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
99.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
99.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
99.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
99.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
99.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
99.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
99.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
99.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
98.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
98.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
98.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
98.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
98.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
98.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
97.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
97.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
97.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
97.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
97.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
97.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
97.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
97.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
97.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
97.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
97.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
97.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
96.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
96.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
96.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
96.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
96.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
96.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
96.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
96.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
95.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
95.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
95.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
95.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
95.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
94.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
94.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
94.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
94.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
94.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
93.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
93.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
93.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
93.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
93.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
93.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
93.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
92.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
92.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
92.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
92.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
91.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
91.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
91.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
90.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
90.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
90.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
90.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
90.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
90.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
90.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
90.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
90.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
89.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
89.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
89.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
89.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
89.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
88.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
88.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
88.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
88.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
88.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
88.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
88.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
88.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
88.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
88.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
88.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
88.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
87.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
87.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
87.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
87.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
87.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
87.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
87.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
86.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
86.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
86.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
86.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
86.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
86.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
85.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
85.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
85.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
85.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
85.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
85.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
84.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
84.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
84.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
84.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
84.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
84.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
84.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
83.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
83.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
83.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
83.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
83.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
83.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
82.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
82.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
82.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
82.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
82.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
82.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
82.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
82.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
82.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
82.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
80.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
80.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
80.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
80.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
80.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
79.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
79.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
79.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
78.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
78.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
78.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
78.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
78.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
78.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
77.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
77.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
77.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
76.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
76.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
76.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
76.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
76.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
76.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
75.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
75.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
74.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
74.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
73.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
71.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
71.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
69.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
69.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
69.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
68.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
68.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
68.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
68.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
68.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
68.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
67.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
66.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
65.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
64.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
62.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
62.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
62.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
61.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
59.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
55.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
51.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
51.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
43.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
43.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
33.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
MRPS24 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
120.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
215.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
204.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
202.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
201.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
200.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
199.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
186.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
183.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
182.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
179.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
175.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
173.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
168.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
167.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
166.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
164.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
158.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
158.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
158.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
157.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
155.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
154.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
148.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
146.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
146.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
144.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
139.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
139.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
139.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
137.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
137.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
136.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
135.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
133.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
130.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
130.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
130.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
129.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
128.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
125.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
122.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
122.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
121.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
119.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
118.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
118.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
117.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
115.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
114.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
113.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
111.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
110.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
110.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
110.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
109.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
106.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
105.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
105.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
104.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
102.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
102.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
101.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
101.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
100.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
100.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
100.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
99.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
98.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
97.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
97.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
97.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
97.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
95.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
94.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
94.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
92.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
92.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
90.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
90.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
88.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
84.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
84.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
83.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
83.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
82.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
82.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
81.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
81.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
79.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
78.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
78.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
77.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
76.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
74.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
72.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
71.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
71.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
67.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
60.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
MRPS24 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
192.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
535.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
421.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
414.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
367.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
356.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
354.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
348.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
342.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
340.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
334.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
334.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
331.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
331.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
326.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
326.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
323.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
318.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
313.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
312.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
310.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
308.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
308.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
306.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
300.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
300.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
299.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
295.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
295.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
294.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
289.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
289.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
285.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
278.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
275.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
272.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
270.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
269.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
269.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
268.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
268.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
266.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
265.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
264.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
264.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
263.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
262.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
259.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
258.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
256.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
255.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
254.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
254.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
251.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
251.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
250.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
250.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
248.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
246.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
246.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
244.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
244.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
243.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
242.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
241.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
241.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
240.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
240.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
240.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
239.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
238.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
238.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
236.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
235.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
235.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
235.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
231.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
229.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
229.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
227.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
227.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
226.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
225.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
225.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
225.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
224.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
224.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
224.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
224.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
223.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
222.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
221.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
220.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
220.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
219.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
218.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
216.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
216.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
215.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
214.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
213.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
213.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
212.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
212.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
211.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
211.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
211.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
210.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
210.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
210.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
209.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
209.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
209.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
208.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
208.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
207.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
206.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
204.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
204.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
204.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
202.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
200.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
200.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
200.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
199.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
198.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
198.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
197.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
196.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
195.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
194.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
193.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
193.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
192.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
191.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
190.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
190.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
188.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
188.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
187.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
187.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
185.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
184.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
183.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
182.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
182.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
181.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
181.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
181.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
180.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
180.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
180.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
179.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
178.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
178.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
178.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
178.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
178.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
176.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
176.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
176.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
172.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
172.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
171.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
171.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
170.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
170.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
169.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
167.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
167.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
166.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
165.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
162.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
160.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
159.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
159.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
159.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
159.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
159.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
159.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
158.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
158.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
157.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
157.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
157.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
156.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
156.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
155.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
155.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
154.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
153.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
153.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
152.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
151.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
151.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
151.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
149.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
149.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
149.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
148.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
148.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
147.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
147.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
147.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
146.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
146.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
146.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
145.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
143.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
141.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
140.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
140.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
139.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
139.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
138.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
138.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
137.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
136.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
136.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
136.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
136.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
133.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
132.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
132.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
132.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
132.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
131.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
130.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
125.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
124.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
124.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
124.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
123.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
123.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
123.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
123.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
123.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
121.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
120.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
120.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
114.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
113.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
112.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
108.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
108.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
108.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
108.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
107.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
106.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
106.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
105.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
105.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
105.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
102.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
100.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
100.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
100.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
99.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
99.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
98.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
97.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
95.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
94.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
93.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
93.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
90.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
90.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
89.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
88.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
86.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
83.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
83.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
79.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
78.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
73.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
71.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
66.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
64.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
63.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
57.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
55.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
50.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
19.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.4
CPT0012770003
Normal
1.0
CPT0065450001
Normal
0.9
CPT0092800003
Normal
0.9
CPT0026420001
Normal
0.8
CPT0092310003
Normal
0.8
CPT0087050003
Normal
0.8
CPT0092740003
Normal
0.7
CPT0079430001
Normal
0.7
CPT0066430001
Normal
0.7
CPT0006950001
Normal
0.7
CPT0000790001
Normal
0.7
CPT0088500001
Normal
0.7
CPT0086370003
Normal
0.7
CPT0081620001
Normal
0.7
CPT0012570003
Normal
0.7
CPT0012090003
Normal
0.7
CPT0089480003
Normal
0.7
CPT0077140001
Normal
0.6
CPT0023360001
Normal
0.6
CPT0078940001
Normal
0.6
CPT0078840001
Normal
0.6
CPT0007870001
Normal
0.6
CPT0006730001
Normal
0.6
CPT0014130001
Normal
0.6
CPT0009080003
Normal
0.6
CPT0013790003
Normal
0.6
CPT0014350001
Normal
0.6
CPT0088640003
Normal
0.5
CPT0025610001
Normal
0.5
CPT0086890003
Normal
0.5
CPT0069010001
Normal
0.5
CPT0088710001
Normal
0.5
CPT0025060001
Normal
0.5
CPT0006530001
Normal
0.5
CPT0088920001
Normal
0.5
CPT0086830003
Normal
0.5
CPT0088780001
Normal
0.5
CPT0007470001
Normal
0.5
CPT0025920001
Normal
0.5
CPT0018250001
Normal
0.5
CPT0064400001
Normal
0.5
CPT0023710001
Normal
0.5
CPT0077500001
Normal
0.5
CPT0089040001
Normal
0.4
CPT0001350001
Normal
0.4
CPT0010170001
Normal
0.4
CPT0088570001
Normal
0.4
CPT0078530001
Normal
0.4
CPT0019160001
Normal
0.4
CPT0088970003
Tumor
0.4
CPT0001510001
Normal
0.4
CPT0086970003
Normal
0.4
CPT0001230001
Normal
0.4
CPT0078670001
Normal
0.3
CPT0079000001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0078660003
Tumor
0.3
CPT0066520001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0012640003
Normal
0.3
CPT0009020003
Normal
0.3
CPT0079300001
Normal
0.3
CPT0002370001
Normal
0.2
CPT0078800003
Tumor
0.2
CPT0082010001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0079180003
Tumor
0.2
CPT0000890001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0069190001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0026410003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0001190001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0017850003
Tumor
-0.1
CPT0014450004
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0084590001
Normal
-0.2
CPT0015910003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0025290003
Tumor
-0.3
CPT0012900004
Tumor
-0.3
CPT0025230003
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0007320003
Tumor
-0.3
CPT0089020003
Tumor
-0.3
CPT0020120003
Tumor
-0.3
CPT0081880003
Tumor
-0.4
CPT0086820003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0077310003
Tumor
-0.4
CPT0010120001
Normal
-0.4
CPT0009060003
Tumor
-0.4
CPT0079480003
Tumor
-0.4
CPT0012080003
Tumor
-0.4
CPT0006630003
Tumor
-0.4
CPT0079410003
Tumor
-0.4
CPT0064370003
Tumor
-0.4
CPT0088690003
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0021240003
Tumor
-0.5
CPT0015730003
Tumor
-0.5
CPT0007860003
Tumor
-0.5
CPT0077490003
Tumor
-0.5
CPT0019990003
Tumor
-0.5
CPT0025050003
Tumor
-0.5
CPT0092190003
Normal
-0.5
CPT0085670003
Tumor
-0.5
CPT0065930003
Tumor
-0.5
CPT0092790003
Tumor
-0.5
CPT0065430003
Tumor
-0.5
CPT0075130003
Tumor
-0.5
CPT0023690003
Tumor
-0.5
CPT0078930003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0001260009
Tumor
-0.5
CPT0078830003
Tumor
-0.5
CPT0075720003
Tumor
-0.5
CPT0025110003
Tumor
-0.6
CPT0065750003
Tumor
-0.6
CPT0079510001
Normal
-0.6
CPT0079230003
Tumor
-0.6
CPT0006900003
Tumor
-0.6
CPT0000870016
Tumor
-0.6
CPT0081600003
Tumor
-0.6
CPT0088900003
Tumor
-0.6
CPT0065690003
Tumor
-0.6
CPT0019130003
Tumor
-0.6
CPT0024670003
Tumor
-0.6
CPT0023350003
Tumor
-0.6
CPT0065810003
Tumor
-0.6
CPT0006440003
Tumor
-0.6
CPT0086950003
Tumor
-0.6
CPT0069000003
Tumor
-0.6
CPT0088550004
Tumor
-0.6
CPT0081990003
Tumor
-0.6
CPT0015810003
Tumor
-0.6
CPT0087040003
Tumor
-0.6
CPT0001340003
Tumor
-0.6
CPT0088480003
Tumor
-0.6
CPT0078990003
Tumor
-0.7
CPT0076330003
Tumor
-0.7
CPT0077110003
Tumor
-0.7
CPT0089460004
Tumor
-0.7
CPT0011240003
Tumor
-0.7
CPT0012280003
Tumor
-0.7
CPT0001220008
Tumor
-0.7
CPT0078510003
Tumor
-0.7
CPT0088630003
Tumor
-0.7
CPT0014370004
Tumor
-0.7
CPT0084560003
Tumor
-0.7
CPT0092160003
Tumor
-0.7
CPT0092290003
Tumor
-0.8
CPT0000780007
Tumor
-0.8
CPT0071150004
Tumor
-0.8
CPT0088760003
Tumor
-0.8
CPT0001180009
Tumor
-0.8
CPT0069160003
Tumor
-0.8
CPT0025580004
Tumor
-0.8
CPT0012370003
Tumor
-0.8
CPT0009000003
Tumor
-0.8
CPT0025350003
Tumor
-0.9
CPT0092730003
Tumor
-0.9
CPT0000640003
Tumor
-0.9
CPT0079380003
Tumor
-0.9
CPT0010110003
Tumor
-0.9
CPT0065870003
Tumor
-0.9
CPT0014160003
Tumor
-0.9
CPT0086030003
Tumor
-0.9
CPT0066480003
Tumor
-1.0
CPT0012550003
Tumor
-1.0
CPT0017410003
Tumor
-1.0
CPT0010160003
Tumor
-1.1
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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.