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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.
HADHB 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
148.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
389.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
334.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
329.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
303.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
266.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
262.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
253.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
242.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
235.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
234.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
218.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
217.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
214.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
211.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
203.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
199.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
186.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
181.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
173.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
168.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
160.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
160.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
158.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
150.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
146.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
142.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
142.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
140.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
139.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
137.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
133.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
132.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
132.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
130.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
129.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
125.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
119.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
115.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
114.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
109.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
105.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
100.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
100.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
100.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
100.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
98.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
95.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
95.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
95.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
92.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
91.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
90.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
88.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
87.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
85.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
81.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
72.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
65.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
63.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
61.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
57.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
37.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
34.9
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.
HADHB 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
122.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
572.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
386.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
341.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
330.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
329.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
328.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
318.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
299.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
298.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
277.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
250.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
248.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
245.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
243.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
243.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
242.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
240.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
232.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
228.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
227.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
227.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
225.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
225.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
223.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
222.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
217.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
211.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
208.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
203.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
201.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
199.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
198.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
194.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
194.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
191.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
191.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
190.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
189.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
188.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
188.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
187.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
187.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
186.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
185.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
185.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
184.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
184.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
183.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
183.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
182.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
181.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
181.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
180.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
179.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
179.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
178.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
178.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
178.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
176.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
176.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
176.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
176.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
175.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
174.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
174.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
173.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
173.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
172.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
172.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
171.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
171.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
170.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
170.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
169.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
169.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
169.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
169.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
168.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
168.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
167.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
167.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
166.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
165.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
165.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
165.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
165.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
165.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
164.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
164.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
162.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
162.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
162.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
161.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
161.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
161.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
161.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
161.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
160.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
159.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
159.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
159.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
159.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
159.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
158.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
158.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
157.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
156.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
156.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
156.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
155.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
155.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
155.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
155.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
155.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
155.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
154.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
153.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
153.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
152.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
152.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
150.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
150.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
150.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
150.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
149.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
148.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
148.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
148.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
147.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
147.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
147.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
147.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
146.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
146.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
146.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
145.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
145.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
145.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
144.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
144.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
144.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
144.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
144.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
144.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
144.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
144.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
143.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
143.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
143.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
143.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
143.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
143.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
143.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
143.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
142.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
142.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
141.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
141.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
140.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
140.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
140.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
140.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
139.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
139.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
139.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
138.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
138.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
138.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
138.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
137.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
137.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
137.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
137.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
137.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
136.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
135.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
135.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
135.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
135.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
135.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
135.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
134.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
133.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
132.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
132.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
132.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
132.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
131.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
131.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
131.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
131.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
131.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
131.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
131.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
130.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
130.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
129.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
129.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
129.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
129.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
129.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
129.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
128.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
128.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
128.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
128.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
128.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
127.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
127.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
127.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
127.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
127.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
127.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
127.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
127.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
127.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
127.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
126.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
126.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
125.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
125.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
125.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
125.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
125.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
124.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
124.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
124.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
124.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
123.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
123.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
123.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
122.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
121.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
121.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
121.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
120.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
120.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
120.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
120.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
120.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
120.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
119.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
119.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
119.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
119.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
119.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
119.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
119.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
119.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
118.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
117.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
117.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
117.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
117.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
116.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
116.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
116.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
116.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
116.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
116.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
116.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
116.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
116.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
115.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
115.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
115.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
115.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
115.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
115.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
115.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
114.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
113.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
113.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
113.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
112.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
112.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
112.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
112.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
112.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
111.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
111.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
111.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
111.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
111.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
110.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
110.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
110.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
110.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
110.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
109.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
109.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
109.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
109.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
109.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
109.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
109.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
109.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
109.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
109.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
108.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
108.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
108.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
108.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
108.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
108.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
107.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
107.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
107.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
107.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
106.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
106.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
106.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
106.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
105.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
105.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
104.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
104.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
104.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
104.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
104.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
104.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
104.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
104.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
103.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
103.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
103.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
102.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
102.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
101.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
101.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
101.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
101.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
101.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
101.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
100.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
100.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
100.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
100.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
100.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
100.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
100.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
100.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
100.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
99.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
99.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
99.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
98.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
98.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
98.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
98.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
97.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
97.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
97.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
97.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
97.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
97.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
97.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
97.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
97.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
96.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
96.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
95.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
95.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
95.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
94.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
94.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
94.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
94.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
94.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
94.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
94.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
93.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
93.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
93.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
92.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
92.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
92.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
92.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
92.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
92.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
91.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
90.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
90.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
89.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
89.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
89.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
89.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
89.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
89.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
88.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
88.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
88.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
88.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
87.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
87.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
87.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
87.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
87.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
87.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
86.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
86.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
86.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
86.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
85.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
85.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
85.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
85.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
84.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
84.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
83.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
83.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
82.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
82.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
81.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
81.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
80.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
80.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
80.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
80.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
79.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
79.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
79.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
79.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
78.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
78.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
78.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
77.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
77.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
76.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
76.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
76.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
76.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
75.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
75.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
74.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
74.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
74.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
73.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
73.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
73.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
73.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
72.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
72.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
72.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
72.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
72.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
71.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
70.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
70.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
69.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
69.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
67.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
67.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
66.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
66.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
66.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
65.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
65.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
64.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
64.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
63.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
62.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
62.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
62.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
62.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
61.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
61.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
60.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
60.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
59.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
59.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
58.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
58.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
57.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
57.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
57.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
57.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
56.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
56.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
55.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
55.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
54.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
52.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
52.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
52.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
51.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
51.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
49.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
48.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
48.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
48.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
46.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
46.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
46.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
46.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
46.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
46.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
45.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
43.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
43.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
43.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
42.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
40.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
39.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
39.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
39.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
39.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
38.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
38.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
37.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
36.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
33.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
33.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
31.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
31.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
30.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
27.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
25.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
20.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
16.8
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.
HADHB 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
151.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
347.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
320.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
299.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
271.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
262.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
249.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
231.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
210.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
209.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
206.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
205.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
204.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
202.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
202.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
201.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
196.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
193.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
190.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
189.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
187.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
186.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
185.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
179.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
179.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
175.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
173.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
173.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
172.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
171.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
171.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
171.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
169.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
166.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
164.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
164.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
162.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
162.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
161.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
157.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
156.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
154.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
154.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
152.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
150.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
150.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
150.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
150.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
148.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
146.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
144.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
142.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
140.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
138.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
138.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
137.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
135.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
134.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
134.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
133.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
131.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
130.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
130.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
129.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
128.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
127.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
126.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
126.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
125.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
123.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
123.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
120.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
120.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
119.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
118.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
118.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
116.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
115.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
114.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
114.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
113.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
112.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
109.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
107.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
107.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
101.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
100.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
100.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
99.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
96.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
96.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
93.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
88.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
88.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
85.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
78.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
77.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
76.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
72.4
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.
HADHB 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
118.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
411.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
283.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
282.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
267.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
264.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
255.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
248.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
237.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
226.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
219.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
218.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
213.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
212.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
207.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
207.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
204.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
203.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
200.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
198.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
198.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
197.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
197.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
197.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
195.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
195.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
193.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
191.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
189.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
187.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
185.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
184.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
183.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
183.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
176.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
175.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
174.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
174.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
174.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
174.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
173.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
173.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
172.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
171.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
168.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
167.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
166.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
166.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
165.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
165.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
164.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
163.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
162.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
161.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
161.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
160.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
159.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
159.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
158.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
158.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
158.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
157.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
155.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
154.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
154.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
147.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
147.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
146.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
146.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
145.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
145.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
144.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
144.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
143.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
143.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
143.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
143.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
142.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
140.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
140.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
139.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
139.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
139.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
139.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
138.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
138.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
137.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
135.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
134.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
134.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
133.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
133.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
131.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
131.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
130.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
130.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
129.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
129.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
128.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
128.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
128.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
128.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
126.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
126.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
126.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
126.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
126.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
125.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
124.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
123.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
122.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
122.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
122.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
121.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
120.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
120.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
120.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
119.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
119.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
119.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
118.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
118.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
118.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
117.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
117.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
117.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
116.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
116.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
116.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
115.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
115.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
115.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
115.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
114.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
113.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
113.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
113.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
113.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
113.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
112.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
112.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
111.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
111.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
111.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
111.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
111.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
110.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
110.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
109.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
109.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
109.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
108.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
108.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
107.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
107.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
106.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
106.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
106.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
106.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
105.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
104.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
104.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
104.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
103.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
103.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
103.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
103.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
102.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
102.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
101.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
100.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
100.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
99.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
99.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
99.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
99.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
99.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
98.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
98.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
97.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
97.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
97.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
96.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
95.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
95.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
95.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
94.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
93.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
93.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
93.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
92.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
91.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
91.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
91.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
91.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
90.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
90.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
89.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
89.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
89.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
89.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
88.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
88.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
88.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
87.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
86.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
86.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
86.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
83.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
83.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
82.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
82.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
80.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
80.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
80.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
80.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
79.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
78.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
77.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
77.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
76.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
76.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
76.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
75.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
75.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
75.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
75.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
74.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
73.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
72.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
72.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
72.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
72.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
71.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
69.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
69.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
69.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
69.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
68.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
67.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
67.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
67.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
67.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
66.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
66.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
66.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
65.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
64.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
64.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
64.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
62.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
62.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
61.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
61.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
61.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
59.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
58.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
58.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
57.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
56.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
56.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
54.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
52.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
52.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
52.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
50.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
49.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
48.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
46.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
45.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
44.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
42.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
42.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
40.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
40.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
40.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
39.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
33.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
31.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
28.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
27.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
27.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
19.4
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.2
CPT0088780001
Normal
1.1
CPT0088500001
Normal
0.9
CPT0079000001
Normal
0.8
CPT0001500009
Tumor
0.7
CPT0009080003
Normal
0.6
CPT0012900004
Tumor
0.6
CPT0012770003
Normal
0.6
CPT0012570003
Normal
0.5
CPT0086890003
Normal
0.5
CPT0092800003
Normal
0.5
CPT0065450001
Normal
0.5
CPT0024670003
Tumor
0.5
CPT0092740003
Normal
0.5
CPT0092310003
Normal
0.5
CPT0026420001
Normal
0.5
CPT0025610001
Normal
0.5
CPT0012090003
Normal
0.5
CPT0009060003
Tumor
0.5
CPT0006950001
Normal
0.5
CPT0000790001
Normal
0.4
CPT0006730001
Normal
0.4
CPT0089480003
Normal
0.4
CPT0007870001
Normal
0.4
CPT0023710001
Normal
0.4
CPT0078840001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0020130001
Normal
0.4
CPT0069010001
Normal
0.4
CPT0020020001
Normal
0.4
CPT0078530001
Normal
0.4
CPT0076350001
Normal
0.4
CPT0077140001
Normal
0.4
CPT0066430001
Normal
0.4
CPT0081620001
Normal
0.4
CPT0010170001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0078940001
Normal
0.3
CPT0013790003
Normal
0.3
CPT0014350001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0087050003
Normal
0.3
CPT0079180003
Tumor
0.3
CPT0078670001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0025060001
Normal
0.3
CPT0064400001
Normal
0.3
CPT0078660003
Tumor
0.3
CPT0007470001
Normal
0.3
CPT0023360001
Normal
0.3
CPT0014470001
Normal
0.3
CPT0088920001
Normal
0.3
CPT0078800003
Tumor
0.3
CPT0088640003
Normal
0.3
CPT0009020003
Normal
0.2
CPT0001350001
Normal
0.2
CPT0012670003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0012290003
Normal
0.2
CPT0079410003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0063640001
Normal
0.2
CPT0000890001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0018250001
Normal
0.2
CPT0001510001
Normal
0.2
CPT0089040001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0012550003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0024680001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0006530001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0001230001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0006440003
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0010160003
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0001190001
Normal
-0.2
CPT0079270003
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0019990003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0088970003
Tumor
-0.2
CPT0010120001
Normal
-0.3
CPT0025880003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0075170001
Normal
-0.3
CPT0065750003
Tumor
-0.3
CPT0077110003
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0019130003
Tumor
-0.3
CPT0065430003
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0079510001
Normal
-0.3
CPT0006630003
Tumor
-0.3
CPT0076330003
Tumor
-0.4
CPT0017410003
Tumor
-0.4
CPT0085670003
Tumor
-0.4
CPT0012080003
Tumor
-0.4
CPT0071150004
Tumor
-0.4
CPT0069160003
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0012180003
Tumor
-0.4
CPT0088480003
Tumor
-0.4
CPT0077310003
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0011240003
Tumor
-0.4
CPT0081880003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0063320003
Tumor
-0.5
CPT0065690003
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0081600003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0079230003
Tumor
-0.5
CPT0001270001
Normal
-0.5
CPT0065820001
Normal
-0.5
CPT0014160003
Tumor
-0.5
CPT0002350011
Tumor
-0.5
CPT0088550004
Tumor
-0.5
CPT0001180009
Tumor
-0.5
CPT0001220008
Tumor
-0.5
CPT0001260009
Tumor
-0.5
CPT0088630003
Tumor
-0.6
CPT0075720003
Tumor
-0.6
CPT0010110003
Tumor
-0.6
CPT0011410003
Tumor
-0.6
CPT0065930003
Tumor
-0.6
CPT0065810003
Tumor
-0.6
CPT0078930003
Tumor
-0.6
CPT0092790003
Tumor
-0.6
CPT0077490003
Tumor
-0.6
CPT0092190003
Normal
-0.6
CPT0081990003
Tumor
-0.6
CPT0000640003
Tumor
-0.6
CPT0088760003
Tumor
-0.6
CPT0089020003
Tumor
-0.6
CPT0025350003
Tumor
-0.7
CPT0092730003
Tumor
-0.7
CPT0084590001
Normal
-0.7
CPT0077320001
Normal
-0.7
CPT0078990003
Tumor
-0.7
CPT0025290003
Tumor
-0.7
CPT0066480003
Tumor
-0.7
CPT0021240003
Tumor
-0.7
CPT0075130003
Tumor
-0.7
CPT0006900003
Tumor
-0.8
CPT0065870003
Tumor
-0.8
CPT0023690003
Tumor
-0.8
CPT0015910003
Tumor
-0.8
CPT0025580004
Tumor
-0.8
CPT0025230003
Tumor
-0.9
CPT0017850003
Tumor
-0.9
CPT0001340003
Tumor
-0.9
CPT0084560003
Tumor
-1.0
CPT0079380003
Tumor
-1.0
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.