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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.
MDH1 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
158.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
513.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
355.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
349.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
337.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
334.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
321.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
272.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
267.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
250.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
247.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
240.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
231.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
230.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
215.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
211.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
187.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
183.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
181.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
177.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
172.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
167.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
164.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
159.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
159.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
157.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
155.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
152.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
146.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
143.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
143.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
136.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
134.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
131.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
127.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
127.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
126.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
124.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
120.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
119.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
118.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
117.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
116.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
116.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
105.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
103.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
102.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
99.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
98.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
98.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
96.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
89.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
85.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
84.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
84.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
81.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
79.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
76.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
72.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
71.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
71.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
68.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
56.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
48.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 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.
MDH1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
131.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
499.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
403.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
360.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
338.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
335.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
331.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
325.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
315.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
313.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
298.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
281.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
280.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
274.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
272.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
267.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
267.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
265.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
257.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
256.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
253.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
248.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
239.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
239.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
237.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
233.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
230.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
226.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
224.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
219.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
218.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
216.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
215.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
215.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
214.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
209.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
206.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
204.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
202.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
201.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
200.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
199.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
199.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
198.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
198.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
198.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
197.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
195.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
195.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
194.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
193.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
193.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
193.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
193.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
193.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
189.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
188.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
187.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
186.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
186.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
186.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
183.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
183.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
183.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
181.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
180.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
180.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
179.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
178.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
177.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
176.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
175.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
174.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
174.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
174.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
173.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
173.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
173.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
173.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
172.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
172.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
171.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
170.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
170.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
169.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
169.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
168.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
168.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
168.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
167.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
166.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
166.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
166.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
166.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
165.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
163.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
163.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
162.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
162.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
162.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
162.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
162.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
162.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
161.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
160.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
160.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
159.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
158.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
158.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
158.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
158.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
157.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
157.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
157.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
156.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
156.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
156.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
156.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
156.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
156.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
155.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
155.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
155.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
155.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
155.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
154.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
153.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
153.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
153.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
152.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
152.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
152.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
151.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
151.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
150.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
150.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
150.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
149.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
149.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
149.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
149.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
148.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
148.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
148.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
148.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
147.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
147.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
147.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
147.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
147.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
146.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
146.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
146.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
146.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
145.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
145.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
145.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
145.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
145.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
145.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
144.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
144.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
144.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
143.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
143.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
143.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
143.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
143.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
143.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
143.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
142.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
142.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
142.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
142.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
142.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
142.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
141.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
141.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
141.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
141.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
141.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
141.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
140.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
140.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
140.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
140.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
140.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
139.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
138.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
138.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
138.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
138.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
138.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
138.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
138.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
137.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
137.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
137.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
137.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
137.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
137.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
137.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
136.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
135.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
135.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
135.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
133.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
133.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
132.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
132.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
131.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
131.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
131.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
131.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
130.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
130.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
130.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
130.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
130.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
130.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
129.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
129.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
129.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
129.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
129.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
128.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
128.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
128.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
128.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
128.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
127.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
127.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
127.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
127.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
126.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
126.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
125.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
125.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
125.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
124.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
124.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
124.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
124.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
124.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
123.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
123.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
123.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
123.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
123.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
122.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
122.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
122.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
122.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
122.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
122.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
122.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
121.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
121.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
121.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
121.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
120.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
120.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
120.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
120.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
120.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
120.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
120.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
120.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
120.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
119.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
118.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
118.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
118.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
117.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
117.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
117.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
117.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
117.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
116.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
116.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
116.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
116.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
115.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
115.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
115.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
114.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
114.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
114.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
114.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
114.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
114.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
114.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
114.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
114.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
114.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
113.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
113.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
113.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
113.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
113.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
113.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
112.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
112.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
112.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
112.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
112.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
112.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
112.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
112.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
112.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
111.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
111.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
111.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
111.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
111.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
111.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
110.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
109.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
109.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
109.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
109.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
109.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
109.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
109.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
108.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
108.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
108.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
108.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
107.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
107.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
107.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
107.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
107.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
107.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
107.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
107.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
107.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
106.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
106.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
106.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
106.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
106.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
106.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
106.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
105.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
105.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
105.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
105.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
105.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
105.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
105.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
105.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
105.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
105.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
104.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
104.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
104.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
104.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
104.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
104.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
104.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
104.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
104.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
103.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
103.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
103.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
103.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
103.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
103.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
103.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
103.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
103.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
103.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
102.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
102.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
102.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
101.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
101.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
101.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
101.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
101.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
101.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
101.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
100.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
100.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
100.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
100.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
100.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
99.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
99.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
99.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
99.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
99.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
98.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
98.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
98.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
98.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
98.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
98.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
98.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
97.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
97.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
97.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
96.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
96.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
96.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
96.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
96.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
96.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
95.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
95.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
95.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
95.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
95.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
95.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
94.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
94.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
94.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
93.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
93.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
93.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
93.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
93.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
93.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
93.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
93.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
92.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
92.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
92.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
90.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
90.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
90.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
90.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
90.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
90.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
90.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
89.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
89.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
89.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
89.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
89.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
89.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
88.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
88.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
88.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
88.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
86.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
85.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
85.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
84.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
84.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
84.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
84.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
84.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
84.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
84.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
83.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
83.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
82.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
82.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
81.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
81.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
81.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
80.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
80.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
80.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
80.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
80.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
80.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
80.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
80.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
80.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
79.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
79.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
79.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
77.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
77.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
76.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
75.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
75.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
74.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
74.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
73.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
72.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
72.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
71.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
71.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
69.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
69.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
68.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
68.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
68.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
67.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
66.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
64.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
64.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
63.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
62.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
62.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
62.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
62.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
61.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
61.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
60.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
58.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
57.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
56.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
55.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
54.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
54.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
53.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
53.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
52.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
46.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
46.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
45.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
37.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
31.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
26.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
24.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
22.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
MDH1 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
153.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
463.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
447.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
442.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
350.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
277.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
260.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
203.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
198.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
192.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
190.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
190.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
188.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
183.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
183.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
181.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
180.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
178.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
178.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
176.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
169.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
169.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
168.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
167.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
165.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
164.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
164.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
159.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
159.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
159.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
156.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
156.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
154.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
152.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
152.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
152.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
152.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
151.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
151.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
151.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
150.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
149.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
149.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
148.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
147.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
147.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
147.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
145.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
145.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
145.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
144.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
144.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
144.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
141.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
140.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
139.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
139.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
138.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
136.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
135.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
134.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
133.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
132.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
132.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
129.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
128.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
127.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
127.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
126.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
126.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
125.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
124.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
122.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
122.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
121.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
121.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
121.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
119.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
117.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
115.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
114.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
113.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
113.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
112.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
111.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
110.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
105.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
105.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
104.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
104.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
103.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
100.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
99.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
95.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
95.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
91.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
90.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
85.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
84.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
82.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 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.
MDH1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
192.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
509.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
476.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
463.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
462.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
425.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
418.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
409.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
381.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
381.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
380.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
372.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
363.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
363.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
360.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
356.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
353.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
350.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
348.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
346.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
332.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
331.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
325.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
324.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
322.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
322.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
321.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
316.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
313.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
309.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
303.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
296.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
295.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
290.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
289.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
288.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
284.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
284.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
275.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
272.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
270.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
268.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
268.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
267.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
261.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
261.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
257.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
256.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
254.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
254.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
251.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
250.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
249.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
248.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
248.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
247.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
243.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
243.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
243.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
242.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
242.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
242.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
242.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
241.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
241.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
239.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
233.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
231.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
231.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
229.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
228.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
228.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
227.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
224.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
222.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
222.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
222.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
221.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
220.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
220.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
219.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
219.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
219.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
218.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
215.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
215.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
214.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
214.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
213.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
213.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
212.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
212.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
211.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
210.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
210.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
208.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
207.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
207.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
206.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
205.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
204.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
203.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
203.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
203.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
203.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
202.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
200.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
199.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
198.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
198.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
197.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
197.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
197.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
197.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
196.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
195.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
194.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
194.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
193.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
192.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
191.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
191.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
190.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
190.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
190.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
189.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
189.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
189.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
188.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
188.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
188.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
187.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
187.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
186.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
186.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
186.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
185.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
184.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
183.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
181.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
181.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
180.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
180.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
179.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
179.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
177.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
177.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
177.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
177.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
176.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
174.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
174.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
174.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
173.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
172.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
170.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
169.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
169.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
169.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
169.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
168.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
167.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
166.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
166.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
165.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
165.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
164.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
164.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
164.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
164.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
164.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
164.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
163.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
163.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
162.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
161.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
161.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
161.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
159.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
158.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
157.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
157.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
157.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
157.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
156.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
156.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
156.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
155.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
153.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
153.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
152.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
149.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
149.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
145.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
145.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
144.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
144.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
144.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
144.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
143.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
143.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
143.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
143.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
142.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
141.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
140.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
139.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
138.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
138.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
137.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
137.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
136.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
136.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
135.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
135.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
135.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
135.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
135.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
134.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
134.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
132.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
132.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
131.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
130.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
130.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
129.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
129.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
128.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
126.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
126.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
126.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
125.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
125.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
125.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
122.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
121.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
121.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
121.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
119.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
118.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
118.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
117.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
117.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
116.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
116.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
115.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
113.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
111.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
111.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
108.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
108.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
107.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
104.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
103.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
101.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
100.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
100.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
99.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
98.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
95.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
94.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
92.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
90.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
87.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
86.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
85.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
85.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
84.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
83.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
83.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
82.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
81.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
80.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
80.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
78.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
78.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
65.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
63.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
63.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
53.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
50.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
36.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
31.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076350001
Normal
0.7
CPT0088970003
Tumor
0.6
CPT0079430001
Normal
0.6
CPT0066430001
Normal
0.5
CPT0092800003
Normal
0.5
CPT0002270011
Tumor
0.5
CPT0023710001
Normal
0.5
CPT0000790001
Normal
0.4
CPT0065450001
Normal
0.4
CPT0025610001
Normal
0.4
CPT0012090003
Normal
0.4
CPT0089480003
Normal
0.4
CPT0026420001
Normal
0.4
CPT0023360001
Normal
0.4
CPT0015730003
Tumor
0.4
CPT0088920001
Normal
0.4
CPT0078940001
Normal
0.4
CPT0081620001
Normal
0.4
CPT0025060001
Normal
0.4
CPT0010170001
Normal
0.4
CPT0088780001
Normal
0.4
CPT0006950001
Normal
0.4
CPT0012570003
Normal
0.4
CPT0077500001
Normal
0.4
CPT0006730001
Normal
0.3
CPT0092740003
Normal
0.3
CPT0077140001
Normal
0.3
CPT0007470001
Normal
0.3
CPT0014350001
Normal
0.3
CPT0078840001
Normal
0.3
CPT0001350001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0012770003
Normal
0.3
CPT0086890003
Normal
0.3
CPT0079000001
Normal
0.3
CPT0013790003
Normal
0.3
CPT0009080003
Normal
0.3
CPT0024680001
Normal
0.3
CPT0087050003
Normal
0.3
CPT0000890001
Normal
0.3
CPT0092310003
Normal
0.3
CPT0001190001
Normal
0.3
CPT0089460004
Tumor
0.3
CPT0066520001
Normal
0.2
CPT0018250001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0088710001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0069010001
Normal
0.2
CPT0078670001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0021240003
Tumor
0.2
CPT0075570001
Normal
0.2
CPT0078830003
Tumor
0.2
CPT0014130001
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0007870001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0014470001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0020020001
Normal
0.2
CPT0086030003
Tumor
0.2
CPT0086370003
Normal
0.2
CPT0065820001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0089040001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0078660003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0088500001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0002350011
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0088570001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0012920003
Normal
0.0
CPT0002370001
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0069000003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0065930003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0065430003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0086360003
Tumor
-0.2
CPT0000640003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0088760003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0078990003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0075130003
Tumor
-0.2
CPT0009000003
Tumor
-0.2
CPT0025290003
Tumor
-0.3
CPT0001180009
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0026410003
Tumor
-0.3
CPT0071150004
Tumor
-0.3
CPT0017410003
Tumor
-0.3
CPT0001220008
Tumor
-0.3
CPT0011240003
Tumor
-0.3
CPT0012550003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0092190003
Normal
-0.3
CPT0001270001
Normal
-0.3
CPT0079270003
Tumor
-0.3
CPT0019130003
Tumor
-0.3
CPT0009060003
Tumor
-0.3
CPT0079230003
Tumor
-0.4
CPT0079380003
Tumor
-0.4
CPT0015910003
Tumor
-0.4
CPT0000780007
Tumor
-0.4
CPT0024670003
Tumor
-0.4
CPT0079410003
Tumor
-0.4
CPT0076330003
Tumor
-0.4
CPT0092160003
Tumor
-0.4
CPT0075720003
Tumor
-0.4
CPT0066480003
Tumor
-0.4
CPT0086870003
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0001340003
Tumor
-0.4
CPT0081990003
Tumor
-0.4
CPT0077110003
Tumor
-0.4
CPT0088550004
Tumor
-0.4
CPT0017850003
Tumor
-0.4
CPT0081880003
Tumor
-0.4
CPT0065690003
Tumor
-0.4
CPT0012370003
Tumor
-0.5
CPT0011410003
Tumor
-0.5
CPT0084560003
Tumor
-0.5
CPT0010110003
Tumor
-0.5
CPT0012080003
Tumor
-0.5
CPT0065870003
Tumor
-0.5
CPT0092730003
Tumor
-0.5
CPT0012280003
Tumor
-0.5
CPT0069160003
Tumor
-0.5
CPT0088690003
Tumor
-0.6
CPT0086950003
Tumor
-0.6
CPT0014450004
Tumor
-0.6
CPT0012180003
Tumor
-0.6
CPT0086820003
Tumor
-0.6
CPT0081600003
Tumor
-0.7
CPT0063630003
Tumor
-0.7
CPT0085670003
Tumor
-0.7
CPT0088630003
Tumor
-0.7
CPT0023350003
Tumor
-0.7
CPT0001260009
Tumor
-0.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.