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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.
SDHC is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
92.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
352.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
210.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
171.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
170.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
154.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
154.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
146.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
137.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
136.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
135.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
131.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
129.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
117.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
117.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
113.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
110.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
110.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
110.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
108.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
106.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
106.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
102.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
102.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
102.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
101.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
97.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
92.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
91.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
90.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
90.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
89.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
89.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
87.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
87.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
82.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
78.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
74.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
72.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
72.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
72.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
71.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
69.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
69.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
68.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
68.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
63.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
57.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
55.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
51.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
51.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
51.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
49.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
45.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
44.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
44.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
44.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
42.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
42.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
42.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
38.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
30.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
29.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
28.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
SDHC is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
121.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
427.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
354.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
334.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
328.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
327.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
321.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
304.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
293.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
285.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
278.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
261.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
255.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
248.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
233.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
232.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
229.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
221.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
219.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
218.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
218.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
217.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
216.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
216.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
216.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
213.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
213.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
211.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
208.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
206.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
204.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
204.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
203.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
203.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
203.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
201.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
200.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
200.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
199.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
198.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
197.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
195.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
195.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
194.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
192.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
192.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
191.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
191.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
190.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
188.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
186.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
185.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
185.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
184.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
182.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
182.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
181.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
181.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
180.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
180.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
179.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
178.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
178.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
178.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
176.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
176.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
175.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
175.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
174.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
174.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
174.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
173.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
171.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
171.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
170.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
169.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
168.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
167.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
166.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
166.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
166.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
166.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
166.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
165.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
164.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
164.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
162.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
161.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
161.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
160.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
160.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
160.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
159.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
159.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
158.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
158.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
158.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
157.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
157.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
157.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
156.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
156.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
155.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
155.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
155.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
154.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
154.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
153.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
153.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
152.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
152.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
152.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
152.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
152.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
151.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
151.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
151.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
151.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
151.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
151.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
150.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
150.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
149.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
149.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
149.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
149.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
148.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
148.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
147.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
147.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
147.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
147.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
147.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
146.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
146.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
145.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
145.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
145.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
145.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
145.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
145.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
144.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
144.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
143.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
143.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
142.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
142.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
142.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
142.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
142.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
142.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
142.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
141.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
141.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
141.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
140.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
140.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
140.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
140.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
140.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
139.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
139.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
139.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
138.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
138.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
138.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
137.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
137.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
137.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
137.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
136.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
136.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
136.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
136.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
136.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
136.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
136.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
135.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
135.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
134.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
134.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
134.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
134.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
134.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
134.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
134.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
133.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
133.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
133.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
133.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
132.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
132.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
132.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
131.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
131.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
131.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
130.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
130.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
130.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
130.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
130.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
129.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
129.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
128.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
128.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
128.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
128.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
127.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
127.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
126.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
126.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
126.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
126.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
126.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
126.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
125.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
125.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
125.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
125.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
125.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
125.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
124.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
124.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
124.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
124.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
123.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
123.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
123.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
123.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
123.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
122.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
122.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
122.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
121.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
121.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
121.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
121.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
121.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
121.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
120.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
120.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
120.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
120.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
120.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
120.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
120.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
119.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
119.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
119.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
118.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
118.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
118.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
117.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
117.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
117.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
117.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
117.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
117.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
116.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
116.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
116.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
116.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
116.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
116.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
116.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
116.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
116.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
115.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
115.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
115.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
115.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
115.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
114.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
114.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
114.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
114.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
114.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
114.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
114.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
113.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
113.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
113.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
113.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
113.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
113.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
113.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
113.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
112.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
112.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
112.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
112.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
111.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
111.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
111.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
111.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
111.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
111.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
110.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
110.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
110.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
110.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
109.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
108.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
108.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
108.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
108.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
108.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
107.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
107.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
107.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
107.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
107.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
107.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
106.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
106.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
106.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
106.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
106.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
106.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
105.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
105.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
105.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
105.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
105.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
105.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
104.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
104.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
103.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
103.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
103.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
103.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
102.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
102.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
102.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
102.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
101.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
101.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
101.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
101.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
101.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
101.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
100.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
100.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
100.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
100.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
100.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
99.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
99.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
99.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
98.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
98.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
98.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
98.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
98.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
97.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
97.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
97.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
96.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
96.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
96.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
96.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
96.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
95.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
95.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
94.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
94.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
94.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
94.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
94.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
94.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
93.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
93.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
93.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
92.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
92.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
91.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
91.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
90.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
90.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
90.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
90.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
90.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
89.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
89.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
89.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
88.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
88.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
88.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
87.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
87.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
87.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
86.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
86.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
86.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
86.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
86.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
85.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
85.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
85.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
84.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
84.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
83.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
83.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
82.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
82.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
82.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
82.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
81.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
81.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
81.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
80.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
80.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
80.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
80.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
79.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
79.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
79.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
79.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
78.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
78.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
78.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
77.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
77.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
76.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
76.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
75.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
75.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
75.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
75.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
75.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
75.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
75.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
75.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
73.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
73.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
72.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
72.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
72.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
72.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
71.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
71.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
71.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
71.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
70.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
70.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
70.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
69.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
69.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
69.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
69.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
68.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
68.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
67.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
67.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
67.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
66.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
66.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
66.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
66.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
65.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
64.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
64.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
63.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
63.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
61.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
61.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
59.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
59.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
58.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
57.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
57.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
56.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
56.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
55.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
54.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
54.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
54.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
53.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
53.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
52.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
52.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
51.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
50.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
48.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
48.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
47.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
47.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
46.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
45.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
44.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
44.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
44.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
43.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
42.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
41.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
40.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
40.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
38.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
37.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
37.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
35.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
35.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
35.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
34.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
34.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
33.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
33.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
33.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
33.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
31.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
30.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
29.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
29.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
29.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
26.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
24.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
24.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
22.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
21.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
20.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
16.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
SDHC 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
123.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
429.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
290.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
264.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
207.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
207.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
185.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
172.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
171.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
166.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
164.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
159.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
157.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
156.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
152.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
151.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
151.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
151.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
150.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
149.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
149.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
147.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
146.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
139.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
137.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
137.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
136.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
136.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
135.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
134.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
133.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
133.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
133.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
131.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
131.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
130.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
130.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
128.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
127.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
126.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
126.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
126.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
125.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
123.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
123.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
121.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
121.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
121.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
120.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
119.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
118.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
118.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
117.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
117.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
115.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
115.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
114.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
114.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
113.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
113.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
112.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
112.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
110.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
110.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
108.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
108.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
108.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
106.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
106.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
105.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
105.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
102.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
101.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
97.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
95.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
95.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
94.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
93.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
93.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
90.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
89.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
88.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
86.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
85.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
84.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
80.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
80.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
79.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
79.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
77.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
77.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
75.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
72.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
70.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
66.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
65.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
64.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
64.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
63.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
61.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
SDHC 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
113.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
339.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
285.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
242.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
242.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
241.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
228.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
224.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
221.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
218.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
216.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
216.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
216.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
214.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
211.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
210.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
208.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
204.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
201.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
201.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
200.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
199.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
198.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
196.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
196.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
193.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
193.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
192.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
192.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
189.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
188.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
186.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
185.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
182.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
180.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
179.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
172.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
172.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
171.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
169.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
169.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
169.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
168.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
167.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
167.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
166.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
165.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
164.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
163.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
163.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
163.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
161.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
161.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
160.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
160.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
160.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
159.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
159.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
159.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
158.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
157.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
156.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
156.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
155.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
154.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
154.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
154.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
153.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
153.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
152.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
151.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
150.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
149.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
148.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
147.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
146.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
146.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
146.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
146.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
146.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
146.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
145.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
144.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
143.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
143.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
142.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
141.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
141.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
141.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
140.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
139.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
138.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
137.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
137.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
137.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
136.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
135.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
134.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
133.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
133.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
132.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
132.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
132.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
131.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
130.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
129.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
129.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
128.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
127.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
127.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
127.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
125.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
125.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
125.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
124.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
124.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
124.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
123.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
123.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
123.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
122.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
121.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
121.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
120.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
118.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
118.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
117.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
117.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
117.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
116.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
116.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
115.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
115.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
114.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
114.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
113.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
112.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
112.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
112.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
112.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
112.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
111.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
111.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
110.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
110.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
109.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
109.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
107.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
106.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
106.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
105.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
105.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
104.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
102.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
102.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
102.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
101.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
101.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
100.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
100.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
99.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
99.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
99.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
98.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
98.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
98.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
97.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
97.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
97.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
97.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
96.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
96.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
96.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
96.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
95.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
93.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
91.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
91.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
90.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
90.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
89.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
88.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
88.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
88.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
88.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
85.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
84.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
83.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
81.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
80.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
80.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
80.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
80.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
79.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
79.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
79.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
79.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
79.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
78.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
78.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
77.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
77.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
77.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
76.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
76.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
76.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
75.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
73.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
73.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
69.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
68.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
68.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
67.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
66.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
66.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
66.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
66.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
66.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
66.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
65.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
63.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
62.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
62.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
62.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
60.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
60.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
60.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
59.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
59.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
59.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
59.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
58.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
58.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
57.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
57.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
57.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
57.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
56.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
55.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
55.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
55.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
54.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
53.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
52.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
51.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
51.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
51.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
50.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
50.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
49.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
49.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
48.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
48.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
46.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
46.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
46.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
45.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
43.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
42.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
42.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
40.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
39.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
39.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
39.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
38.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
36.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
35.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
33.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
31.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
30.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
29.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
29.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
28.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
27.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
26.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
23.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
22.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
22.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
21.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
20.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
19.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
18.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
10.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0020120003
Tumor
1.3
CPT0006950001
Normal
1.3
CPT0023360001
Normal
1.2
CPT0010170001
Normal
1.2
CPT0002270011
Tumor
1.2
CPT0026420001
Normal
1.1
CPT0066430001
Normal
1.0
CPT0001500009
Tumor
0.9
CPT0079430001
Normal
0.9
CPT0006730001
Normal
0.9
CPT0092800003
Normal
0.9
CPT0088780001
Normal
0.9
CPT0007470001
Normal
0.8
CPT0078840001
Normal
0.8
CPT0079300001
Normal
0.8
CPT0078940001
Normal
0.8
CPT0088920001
Normal
0.7
CPT0025610001
Normal
0.7
CPT0092310003
Normal
0.6
CPT0082010001
Normal
0.6
CPT0007870001
Normal
0.6
CPT0025060001
Normal
0.6
CPT0081620001
Normal
0.6
CPT0089480003
Normal
0.6
CPT0002370001
Normal
0.6
CPT0069190001
Normal
0.6
CPT0000660001
Normal
0.6
CPT0076350001
Normal
0.6
CPT0064400001
Normal
0.5
CPT0078660003
Tumor
0.5
CPT0006530001
Normal
0.5
CPT0088570001
Normal
0.5
CPT0023710001
Normal
0.5
CPT0000790001
Normal
0.5
CPT0078530001
Normal
0.5
CPT0092740003
Normal
0.5
CPT0007860003
Tumor
0.5
CPT0012570003
Normal
0.5
CPT0013790003
Normal
0.5
CPT0086970003
Normal
0.5
CPT0088710001
Normal
0.4
CPT0001550001
Normal
0.4
CPT0065450001
Normal
0.4
CPT0063330001
Normal
0.4
CPT0069010001
Normal
0.4
CPT0078800003
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0001230001
Normal
0.3
CPT0001510001
Normal
0.3
CPT0001190001
Normal
0.3
CPT0088500001
Normal
0.3
CPT0088640003
Normal
0.3
CPT0077140001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0000890001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0077500001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0087050003
Normal
0.2
CPT0079000001
Normal
0.2
CPT0024680001
Normal
0.2
CPT0092790003
Tumor
0.2
CPT0001350001
Normal
0.1
CPT0011240003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0014470001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0014350001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0086890003
Normal
0.0
CPT0063640001
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0012640003
Normal
0.0
CPT0019160001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0084560003
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0086950003
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0020020001
Normal
-0.2
CPT0012550003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0063320003
Tumor
-0.3
CPT0025110003
Tumor
-0.3
CPT0024670003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0012290003
Normal
-0.3
CPT0066480003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0015910003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0025880003
Tumor
-0.4
CPT0088480003
Tumor
-0.4
CPT0069000003
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0002350011
Tumor
-0.4
CPT0001180009
Tumor
-0.4
CPT0001540009
Tumor
-0.4
CPT0017450001
Normal
-0.4
CPT0065750003
Tumor
-0.5
CPT0001220008
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0065870003
Tumor
-0.5
CPT0078990003
Tumor
-0.5
CPT0078510003
Tumor
-0.5
CPT0079510001
Normal
-0.5
CPT0086870003
Tumor
-0.5
CPT0023690003
Tumor
-0.5
CPT0088630003
Tumor
-0.5
CPT0014450004
Tumor
-0.5
CPT0077310003
Tumor
-0.5
CPT0081990003
Tumor
-0.6
CPT0020130001
Normal
-0.6
CPT0088760003
Tumor
-0.6
CPT0084590001
Normal
-0.6
CPT0092160003
Tumor
-0.6
CPT0001270001
Normal
-0.6
CPT0012900004
Tumor
-0.6
CPT0000870016
Tumor
-0.6
CPT0092730003
Tumor
-0.6
CPT0081600003
Tumor
-0.6
CPT0079180003
Tumor
-0.6
CPT0092190003
Normal
-0.6
CPT0001260009
Tumor
-0.6
CPT0010110003
Tumor
-0.7
CPT0006440003
Tumor
-0.7
CPT0088900003
Tumor
-0.7
CPT0087040003
Tumor
-0.7
CPT0065930003
Tumor
-0.7
CPT0075720003
Tumor
-0.7
CPT0079480003
Tumor
-0.7
CPT0012280003
Tumor
-0.8
CPT0079230003
Tumor
-0.8
CPT0075130003
Tumor
-0.8
CPT0014370004
Tumor
-0.8
CPT0025170003
Tumor
-0.8
CPT0077320001
Normal
-0.8
CPT0065430003
Tumor
-0.9
CPT0019130003
Tumor
-0.9
CPT0078830003
Tumor
-0.9
CPT0077110003
Tumor
-0.9
CPT0071150004
Tumor
-0.9
CPT0009080003
Normal
-0.9
CPT0077490003
Tumor
-0.9
CPT0001340003
Tumor
-0.9
CPT0089460004
Tumor
-1.0
CPT0088970003
Tumor
-1.0
CPT0026410003
Tumor
-1.0
CPT0075170001
Normal
-1.0
CPT0012080003
Tumor
-1.0
CPT0012920003
Normal
-1.0
CPT0079410003
Tumor
-1.0
CPT0025290003
Tumor
-1.1
CPT0015810003
Tumor
-1.1
CPT0012180003
Tumor
-1.1
CPT0089020003
Tumor
-1.1
CPT0009020003
Normal
-1.1
CPT0086030003
Tumor
-1.1
CPT0012370003
Tumor
-1.2
CPT0078930003
Tumor
-1.2
CPT0085670003
Tumor
-1.2
CPT0065690003
Tumor
-1.2
CPT0006900003
Tumor
-1.2
CPT0079380003
Tumor
-1.3
CPT0088550004
Tumor
-1.3
CPT0025350003
Tumor
-1.3
CPT0025580004
Tumor
-1.3
CPT0025230003
Tumor
-1.3
CPT0011410003
Tumor
-1.4
CPT0017850003
Tumor
-1.4
CPT0066470004
Tumor
-1.4
CPT0081880003
Tumor
-1.5
CPT0009000003
Tumor
-1.5
CPT0010160003
Tumor
-1.5
CPT0019990003
Tumor
-1.5
CPT0017410003
Tumor
-1.5
CPT0021240003
Tumor
-1.5
CPT0009060003
Tumor
-1.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
