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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.
ATP5PF 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
293.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
977.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
754.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
635.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
574.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
567.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
564.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
558.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
547.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
515.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
501.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
493.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
487.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
485.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
452.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
408.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
405.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
394.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
384.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
368.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
358.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
346.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
338.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
336.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
332.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
325.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
296.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
296.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
281.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
272.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
266.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
257.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
241.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
235.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
231.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
220.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
217.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
203.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
202.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
199.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
195.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
194.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
193.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
183.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
181.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
168.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
159.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
148.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
148.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
143.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
139.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
139.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
123.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
122.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
119.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
105.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
102.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
100.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
97.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
93.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
93.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
84.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
78.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
76.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 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.
ATP5PF is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
209.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
972.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
576.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
571.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
506.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
502.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
477.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
472.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
442.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
430.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
426.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
411.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
409.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
409.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
402.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
387.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
384.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
364.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
354.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
352.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
352.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
351.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
350.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
349.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
347.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
347.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
346.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
346.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
345.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
344.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
334.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
333.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
331.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
330.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
328.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
327.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
323.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
305.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
300.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
298.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
297.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
295.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
294.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
292.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
291.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
291.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
289.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
289.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
287.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
287.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
287.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
286.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
285.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
281.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
280.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
280.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
280.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
280.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
280.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
280.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
279.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
279.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
279.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
279.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
274.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
274.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
272.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
272.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
270.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
269.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
269.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
269.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
268.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
268.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
267.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
266.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
265.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
264.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
264.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
260.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
260.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
260.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
259.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
258.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
257.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
257.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
257.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
257.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
257.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
257.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
256.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
256.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
256.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
254.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
254.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
254.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
254.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
253.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
252.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
252.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
251.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
251.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
251.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
249.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
249.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
249.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
249.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
249.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
249.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
248.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
248.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
247.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
247.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
247.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
245.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
245.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
245.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
244.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
244.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
244.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
244.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
244.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
244.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
244.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
242.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
242.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
242.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
241.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
241.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
241.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
241.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
241.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
241.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
240.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
239.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
239.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
238.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
237.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
237.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
237.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
237.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
236.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
236.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
236.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
236.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
236.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
236.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
235.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
235.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
235.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
234.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
234.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
234.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
233.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
233.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
233.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
233.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
232.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
232.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
232.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
232.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
231.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
231.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
231.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
230.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
229.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
229.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
229.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
229.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
228.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
228.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
227.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
227.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
227.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
227.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
226.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
226.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
225.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
224.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
224.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
224.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
224.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
224.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
223.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
223.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
222.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
222.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
221.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
221.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
221.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
221.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
221.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
220.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
220.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
219.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
219.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
219.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
218.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
218.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
218.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
218.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
217.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
217.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
217.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
217.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
217.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
217.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
217.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
216.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
216.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
216.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
216.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
215.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
215.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
215.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
214.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
214.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
214.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
214.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
214.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
213.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
213.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
213.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
213.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
212.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
211.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
211.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
211.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
211.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
211.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
211.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
211.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
210.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
210.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
210.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
210.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
210.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
209.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
209.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
209.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
208.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
207.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
207.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
207.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
207.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
207.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
206.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
206.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
206.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
206.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
206.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
206.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
205.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
205.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
205.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
205.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
204.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
204.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
204.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
204.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
203.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
203.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
203.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
203.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
203.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
202.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
202.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
202.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
201.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
201.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
201.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
201.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
201.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
200.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
199.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
199.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
199.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
198.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
198.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
198.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
198.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
197.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
197.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
197.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
197.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
197.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
196.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
195.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
194.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
194.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
194.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
194.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
194.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
193.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
193.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
192.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
191.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
191.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
191.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
191.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
190.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
190.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
190.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
189.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
189.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
189.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
189.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
189.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
189.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
188.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
188.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
187.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
187.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
187.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
186.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
186.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
186.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
186.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
185.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
185.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
185.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
185.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
185.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
185.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
184.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
184.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
184.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
184.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
183.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
183.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
182.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
182.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
182.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
181.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
181.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
181.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
181.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
181.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
181.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
180.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
180.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
180.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
180.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
180.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
180.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
180.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
179.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
179.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
179.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
179.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
178.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
178.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
178.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
178.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
177.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
177.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
177.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
176.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
175.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
175.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
175.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
174.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
174.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
174.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
173.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
172.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
172.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
172.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
172.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
172.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
170.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
169.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
169.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
168.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
168.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
167.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
166.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
166.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
166.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
166.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
166.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
165.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
165.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
165.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
164.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
164.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
164.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
163.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
163.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
163.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
163.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
162.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
162.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
162.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
161.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
161.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
161.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
161.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
159.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
159.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
159.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
158.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
157.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
157.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
157.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
156.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
156.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
156.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
155.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
154.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
154.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
154.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
154.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
154.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
154.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
153.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
153.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
153.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
153.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
152.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
152.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
151.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
151.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
150.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
150.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
149.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
148.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
148.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
147.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
146.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
146.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
146.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
146.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
146.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
145.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
144.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
144.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
144.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
143.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
143.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
142.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
142.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
142.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
142.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
142.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
142.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
141.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
141.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
141.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
141.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
140.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
140.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
140.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
140.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
140.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
139.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
138.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
137.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
137.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
136.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
136.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
136.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
135.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
135.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
135.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
134.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
133.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
132.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
132.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
131.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
129.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
129.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
129.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
128.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
128.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
128.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
128.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
128.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
128.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
128.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
127.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
127.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
125.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
125.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
124.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
124.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
123.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
122.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
122.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
121.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
121.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
120.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
120.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
119.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
118.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
117.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
116.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
112.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
107.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
106.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
106.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
106.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
103.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
101.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
101.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
101.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
100.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
100.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
97.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
96.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
96.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
93.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
90.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
89.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
89.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
85.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
81.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
72.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
59.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
48.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
47.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ATP5PF 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
215.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
515.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
475.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
332.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
329.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
323.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
296.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
295.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
288.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
287.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
286.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
275.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
275.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
274.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
272.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
270.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
255.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
255.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
253.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
251.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
246.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
246.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
237.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
237.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
236.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
235.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
235.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
231.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
227.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
224.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
222.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
222.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
222.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
221.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
220.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
219.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
217.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
216.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
216.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
215.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
214.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
214.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
212.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
212.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
212.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
211.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
211.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
209.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
207.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
206.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
206.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
205.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
204.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
203.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
203.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
201.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
200.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
200.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
199.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
198.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
197.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
196.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
195.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
195.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
194.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
192.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
192.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
192.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
189.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
187.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
186.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
184.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
181.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
180.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
180.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
180.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
179.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
176.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
175.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
175.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
174.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
173.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
172.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
172.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
171.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
169.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
168.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
167.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
161.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
160.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
159.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
159.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
159.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
158.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
157.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
154.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
143.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
143.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
141.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
116.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
ATP5PF 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
229.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
765.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
627.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
596.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
567.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
518.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
516.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
505.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
487.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
482.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
476.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
467.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
440.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
438.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
416.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
415.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
411.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
411.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
408.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
401.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
397.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
392.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
384.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
378.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
375.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
375.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
368.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
366.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
361.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
360.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
353.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
352.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
351.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
349.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
349.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
348.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
347.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
346.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
346.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
345.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
345.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
342.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
340.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
337.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
337.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
330.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
329.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
328.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
327.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
324.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
321.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
321.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
319.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
317.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
308.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
307.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
307.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
306.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
305.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
301.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
300.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
299.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
298.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
298.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
297.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
297.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
296.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
296.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
296.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
292.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
292.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
292.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
291.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
290.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
288.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
287.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
287.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
286.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
285.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
284.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
283.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
282.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
279.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
279.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
279.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
276.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
276.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
276.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
275.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
272.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
272.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
269.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
268.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
267.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
262.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
259.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
259.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
258.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
255.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
254.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
254.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
253.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
253.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
252.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
252.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
251.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
250.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
250.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
248.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
246.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
245.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
245.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
244.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
243.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
243.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
243.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
242.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
240.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
239.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
239.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
238.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
238.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
236.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
235.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
234.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
233.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
233.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
232.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
230.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
229.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
228.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
228.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
226.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
224.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
224.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
222.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
220.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
220.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
220.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
218.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
217.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
217.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
215.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
215.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
214.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
214.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
213.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
211.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
211.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
211.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
211.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
210.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
210.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
209.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
207.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
206.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
205.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
205.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
205.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
204.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
204.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
203.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
202.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
201.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
200.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
199.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
199.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
198.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
196.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
195.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
193.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
192.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
191.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
188.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
186.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
186.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
185.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
185.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
184.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
184.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
183.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
182.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
182.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
181.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
180.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
179.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
179.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
178.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
178.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
177.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
176.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
176.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
172.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
172.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
172.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
169.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
168.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
167.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
166.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
166.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
165.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
165.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
162.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
162.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
162.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
160.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
160.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
158.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
158.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
156.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
153.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
152.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
151.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
150.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
150.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
148.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
147.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
147.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
142.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
141.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
140.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
138.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
138.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
138.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
137.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
136.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
134.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
134.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
134.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
133.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
132.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
132.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
132.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
129.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
128.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
125.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
124.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
124.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
122.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
121.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
120.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
120.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
113.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
111.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
107.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
107.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
105.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
105.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
104.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
104.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
103.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
103.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
103.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
99.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
97.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
95.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
93.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
87.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
86.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
84.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
82.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
81.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
81.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
80.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
80.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
77.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
74.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
72.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
72.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
66.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
66.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
63.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
63.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
62.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
62.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
60.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
60.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
56.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
52.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
49.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
48.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
43.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
28.4
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.6
CPT0012770003
Normal
1.1
CPT0009080003
Normal
1.1
CPT0078670001
Normal
0.9
CPT0069010001
Normal
0.8
CPT0079000001
Normal
0.8
CPT0020130001
Normal
0.8
CPT0012570003
Normal
0.8
CPT0078530001
Normal
0.8
CPT0089480003
Normal
0.8
CPT0010170001
Normal
0.8
CPT0077140001
Normal
0.8
CPT0025610001
Normal
0.8
CPT0065450001
Normal
0.7
CPT0079430001
Normal
0.7
CPT0007870001
Normal
0.7
CPT0001500009
Tumor
0.7
CPT0023710001
Normal
0.7
CPT0012090003
Normal
0.7
CPT0009020003
Normal
0.7
CPT0088780001
Normal
0.7
CPT0088640003
Normal
0.7
CPT0001230001
Normal
0.7
CPT0024680001
Normal
0.7
CPT0025920001
Normal
0.7
CPT0006950001
Normal
0.7
CPT0001350001
Normal
0.7
CPT0092740003
Normal
0.7
CPT0066430001
Normal
0.6
CPT0064400001
Normal
0.6
CPT0014350001
Normal
0.6
CPT0092310003
Normal
0.6
CPT0000790001
Normal
0.6
CPT0088920001
Normal
0.6
CPT0017450001
Normal
0.6
CPT0082010001
Normal
0.6
CPT0092800003
Normal
0.6
CPT0081620001
Normal
0.6
CPT0025060001
Normal
0.6
CPT0088500001
Normal
0.6
CPT0076350001
Normal
0.6
CPT0077500001
Normal
0.6
CPT0013790003
Normal
0.6
CPT0012640003
Normal
0.6
CPT0007470001
Normal
0.6
CPT0026420001
Normal
0.6
CPT0020020001
Normal
0.6
CPT0087050003
Normal
0.5
CPT0078840001
Normal
0.5
CPT0086370003
Normal
0.5
CPT0018250001
Normal
0.5
CPT0006730001
Normal
0.5
CPT0078940001
Normal
0.5
CPT0089040001
Normal
0.5
CPT0086830003
Normal
0.5
CPT0023360001
Normal
0.5
CPT0063330001
Normal
0.5
CPT0088710001
Normal
0.4
CPT0086890003
Normal
0.4
CPT0002370001
Normal
0.4
CPT0069190001
Normal
0.4
CPT0000890001
Normal
0.4
CPT0019160001
Normal
0.4
CPT0001510001
Normal
0.4
CPT0086970003
Normal
0.4
CPT0001550001
Normal
0.4
CPT0012290003
Normal
0.4
CPT0009060003
Tumor
0.4
CPT0014130001
Normal
0.4
CPT0078660003
Tumor
0.3
CPT0063640001
Normal
0.3
CPT0012920003
Normal
0.3
CPT0079300001
Normal
0.3
CPT0014470001
Normal
0.3
CPT0006530001
Normal
0.3
CPT0066520001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0088570001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0012900004
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0024670003
Tumor
-0.1
CPT0010120001
Normal
-0.2
CPT0086870003
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0089460004
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0088970003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0069000003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0026410003
Tumor
-0.3
CPT0079180003
Tumor
-0.3
CPT0078800003
Tumor
-0.3
CPT0001270001
Normal
-0.4
CPT0088900003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0000780007
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0006440003
Tumor
-0.4
CPT0078830003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0092190003
Normal
-0.6
CPT0065810003
Tumor
-0.6
CPT0012370003
Tumor
-0.6
CPT0079410003
Tumor
-0.6
CPT0001540009
Tumor
-0.6
CPT0084590001
Normal
-0.6
CPT0007320003
Tumor
-0.6
CPT0009000003
Tumor
-0.6
CPT0025050003
Tumor
-0.6
CPT0088690003
Tumor
-0.6
CPT0092160003
Tumor
-0.6
CPT0023690003
Tumor
-0.6
CPT0087040003
Tumor
-0.6
CPT0086360003
Tumor
-0.6
CPT0088550004
Tumor
-0.6
CPT0025170003
Tumor
-0.7
CPT0078510003
Tumor
-0.7
CPT0085670003
Tumor
-0.7
CPT0020120003
Tumor
-0.7
CPT0086950003
Tumor
-0.7
CPT0010110003
Tumor
-0.7
CPT0077320001
Normal
-0.7
CPT0077310003
Tumor
-0.7
CPT0019990003
Tumor
-0.7
CPT0078930003
Tumor
-0.7
CPT0000870016
Tumor
-0.7
CPT0011240003
Tumor
-0.7
CPT0011410003
Tumor
-0.7
CPT0023350003
Tumor
-0.7
CPT0014450004
Tumor
-0.7
CPT0006900003
Tumor
-0.7
CPT0012670003
Tumor
-0.7
CPT0012080003
Tumor
-0.7
CPT0007860003
Tumor
-0.7
CPT0025110003
Tumor
-0.7
CPT0066470004
Tumor
-0.7
CPT0066480003
Tumor
-0.7
CPT0092790003
Tumor
-0.8
CPT0075720003
Tumor
-0.8
CPT0077490003
Tumor
-0.8
CPT0015810003
Tumor
-0.8
CPT0063320003
Tumor
-0.8
CPT0071150004
Tumor
-0.8
CPT0012550003
Tumor
-0.8
CPT0065930003
Tumor
-0.8
CPT0081990003
Tumor
-0.8
CPT0088480003
Tumor
-0.8
CPT0065430003
Tumor
-0.8
CPT0010160003
Tumor
-0.8
CPT0088630003
Tumor
-0.9
CPT0079480003
Tumor
-0.9
CPT0001260009
Tumor
-0.9
CPT0079270003
Tumor
-0.9
CPT0006630003
Tumor
-0.9
CPT0001220008
Tumor
-0.9
CPT0078990003
Tumor
-0.9
CPT0012280003
Tumor
-0.9
CPT0075130003
Tumor
-0.9
CPT0014370004
Tumor
-0.9
CPT0017850003
Tumor
-0.9
CPT0077110003
Tumor
-0.9
CPT0025580004
Tumor
-0.9
CPT0019130003
Tumor
-1.0
CPT0086820003
Tumor
-1.0
CPT0092730003
Tumor
-1.0
CPT0063630003
Tumor
-1.0
CPT0089020003
Tumor
-1.0
CPT0015910003
Tumor
-1.0
CPT0081600003
Tumor
-1.0
CPT0001180009
Tumor
-1.0
CPT0002350011
Tumor
-1.0
CPT0069160003
Tumor
-1.0
CPT0065870003
Tumor
-1.0
CPT0014160003
Tumor
-1.0
CPT0000640003
Tumor
-1.0
CPT0065750003
Tumor
-1.1
CPT0021240003
Tumor
-1.1
CPT0088760003
Tumor
-1.1
CPT0025350003
Tumor
-1.1
CPT0079230003
Tumor
-1.1
CPT0017410003
Tumor
-1.2
CPT0025290003
Tumor
-1.2
CPT0076330003
Tumor
-1.2
CPT0025230003
Tumor
-1.3
CPT0084560003
Tumor
-1.3
CPT0079380003
Tumor
-1.4
CPT0065690003
Tumor
-1.4
CPT0086030003
Tumor
-1.5
CPT0001340003
Tumor
-1.5
CPT0081880003
Tumor
-1.5
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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.