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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.
PPP2R1A 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
240.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
476.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
439.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
417.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
406.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
405.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
402.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
375.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
333.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
331.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
315.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
315.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
315.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
314.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
302.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
294.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
293.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
281.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
280.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
270.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
268.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
267.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
262.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
253.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
248.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
240.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
237.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
234.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
231.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
228.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
227.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
223.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
221.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
219.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
216.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
211.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
210.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
206.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
206.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
206.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
204.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
203.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
198.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
195.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
193.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
188.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
185.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
184.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
183.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
181.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
178.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
172.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
171.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
166.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
162.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
159.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
154.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
152.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
150.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
141.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
141.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
137.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
131.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
131.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 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.
PPP2R1A is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
183.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
446.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
390.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
388.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
360.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
359.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
349.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
348.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
340.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
321.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
320.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
313.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
313.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
306.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
301.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
297.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
293.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
290.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
290.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
289.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
286.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
285.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
283.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
276.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
274.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
271.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
271.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
270.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
270.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
270.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
269.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
268.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
266.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
266.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
265.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
263.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
263.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
262.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
261.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
261.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
258.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
258.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
258.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
257.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
257.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
255.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
255.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
254.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
254.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
254.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
254.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
254.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
253.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
253.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
252.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
252.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
251.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
251.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
247.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
247.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
245.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
244.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
244.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
243.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
243.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
243.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
243.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
242.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
241.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
240.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
240.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
240.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
239.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
238.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
238.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
238.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
237.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
237.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
237.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
236.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
236.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
235.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
234.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
234.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
233.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
232.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
232.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
231.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
230.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
229.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
229.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
229.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
229.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
229.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
229.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
227.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
227.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
227.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
227.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
226.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
225.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
225.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
225.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
225.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
224.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
222.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
222.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
221.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
221.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
221.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
221.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
220.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
220.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
219.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
219.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
219.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
218.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
218.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
218.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
217.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
217.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
215.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
215.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
215.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
215.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
215.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
214.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
214.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
214.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
214.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
214.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
214.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
213.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
213.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
213.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
212.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
212.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
212.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
212.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
212.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
211.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
211.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
210.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
210.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
210.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
210.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
209.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
209.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
209.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
209.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
208.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
208.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
207.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
207.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
207.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
206.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
205.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
205.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
205.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
205.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
205.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
204.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
203.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
203.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
203.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
202.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
202.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
202.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
202.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
202.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
201.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
201.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
200.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
199.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
199.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
198.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
198.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
198.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
197.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
197.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
195.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
195.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
195.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
195.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
195.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
195.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
194.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
194.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
194.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
194.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
194.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
194.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
194.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
194.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
193.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
193.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
193.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
193.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
193.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
193.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
192.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
192.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
191.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
191.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
190.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
189.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
189.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
189.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
189.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
189.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
188.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
188.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
188.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
188.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
188.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
188.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
187.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
187.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
187.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
187.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
187.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
186.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
185.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
185.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
185.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
184.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
184.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
184.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
184.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
184.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
184.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
183.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
183.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
183.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
182.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
182.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
182.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
182.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
182.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
181.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
181.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
180.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
180.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
180.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
179.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
179.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
179.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
179.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
179.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
179.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
179.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
178.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
178.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
178.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
178.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
178.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
177.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
177.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
176.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
176.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
176.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
176.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
175.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
175.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
175.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
175.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
175.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
175.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
175.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
174.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
174.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
174.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
174.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
173.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
173.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
173.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
173.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
172.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
171.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
171.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
171.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
170.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
170.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
170.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
169.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
169.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
169.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
169.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
169.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
169.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
169.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
169.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
169.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
169.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
169.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
169.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
168.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
168.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
168.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
168.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
167.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
167.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
166.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
166.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
166.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
166.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
166.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
166.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
166.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
166.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
165.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
165.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
165.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
164.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
164.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
164.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
164.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
164.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
164.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
164.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
163.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
163.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
163.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
163.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
163.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
163.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
163.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
163.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
162.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
162.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
162.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
162.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
161.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
160.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
160.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
160.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
160.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
159.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
159.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
159.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
159.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
159.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
159.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
158.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
158.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
158.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
158.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
158.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
158.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
157.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
157.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
157.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
157.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
157.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
156.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
156.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
156.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
156.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
155.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
155.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
155.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
155.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
154.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
154.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
154.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
154.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
154.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
154.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
154.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
154.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
153.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
153.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
153.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
153.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
152.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
152.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
152.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
151.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
151.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
151.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
150.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
149.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
149.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
149.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
149.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
149.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
149.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
148.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
148.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
148.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
148.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
148.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
147.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
147.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
147.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
147.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
147.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
147.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
147.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
146.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
146.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
146.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
146.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
146.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
145.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
145.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
145.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
145.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
145.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
145.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
145.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
145.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
144.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
144.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
144.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
144.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
144.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
143.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
142.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
142.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
141.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
141.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
141.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
141.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
140.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
140.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
139.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
139.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
139.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
139.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
138.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
138.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
138.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
138.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
138.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
137.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
137.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
137.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
137.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
136.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
135.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
134.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
134.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
134.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
134.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
134.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
133.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
133.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
132.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
132.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
132.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
131.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
131.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
131.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
131.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
131.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
130.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
130.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
130.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
130.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
129.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
129.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
129.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
129.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
128.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
127.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
127.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
126.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
126.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
125.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
125.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
125.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
125.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
125.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
124.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
124.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
122.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
122.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
122.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
122.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
121.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
121.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
120.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
120.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
118.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
117.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
117.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
117.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
116.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
115.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
115.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
114.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
113.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
112.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
111.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
109.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
109.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
108.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
107.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
105.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
103.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
101.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
99.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
99.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
96.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
95.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
94.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
94.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
92.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
91.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
89.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
88.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
88.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
88.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
85.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
82.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
78.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
75.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
70.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
63.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
36.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
PPP2R1A 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
116.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
212.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
205.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
193.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
185.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
180.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
173.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
162.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
162.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
160.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
157.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
150.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
150.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
149.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
148.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
146.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
141.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
140.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
137.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
137.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
136.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
134.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
133.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
133.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
132.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
128.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
128.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
128.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
126.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
126.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
126.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
123.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
122.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
122.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
122.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
119.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
119.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
116.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
115.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
115.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
115.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
115.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
114.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
114.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
112.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
112.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
111.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
111.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
111.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
111.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
110.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
110.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
109.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
108.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
108.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
108.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
108.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
108.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
107.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
107.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
106.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
106.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
106.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
106.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
105.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
105.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
105.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
103.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
102.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
100.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
99.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
99.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
99.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
97.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
97.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
97.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
96.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
94.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
93.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
93.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
93.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
92.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
92.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
91.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
91.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
90.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
90.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
90.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
90.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
90.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
89.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
89.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
85.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
84.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
84.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
84.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
84.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
75.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
73.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
57.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
PPP2R1A is potential prognostic, high expression is favorable 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
301.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
863.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
858.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
679.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
662.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
635.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
593.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
564.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
563.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
543.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
539.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
534.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
530.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
528.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
515.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
513.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
513.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
502.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
496.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
481.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
475.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
473.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
466.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
462.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
452.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
449.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
449.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
448.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
446.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
446.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
444.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
444.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
436.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
432.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
427.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
427.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
419.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
417.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
416.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
412.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
409.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
408.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
408.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
393.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
391.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
385.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
382.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
378.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
377.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
376.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
375.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
374.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
374.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
370.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
369.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
368.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
368.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
368.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
363.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
361.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
358.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
358.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
357.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
357.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
356.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
350.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
348.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
347.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
346.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
345.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
345.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
345.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
344.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
344.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
343.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
341.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
340.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
339.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
338.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
337.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
337.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
336.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
335.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
333.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
332.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
329.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
329.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
328.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
327.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
327.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
327.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
326.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
326.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
325.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
325.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
325.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
323.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
323.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
322.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
320.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
318.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
318.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
315.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
311.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
310.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
308.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
308.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
308.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
307.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
307.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
307.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
305.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
303.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
303.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
303.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
302.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
302.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
301.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
301.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
298.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
298.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
296.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
296.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
296.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
295.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
295.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
293.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
293.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
293.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
292.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
292.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
289.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
289.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
287.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
287.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
286.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
286.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
285.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
283.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
283.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
282.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
281.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
281.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
280.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
279.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
278.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
278.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
277.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
277.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
276.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
276.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
273.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
272.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
271.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
271.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
269.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
269.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
269.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
269.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
268.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
267.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
265.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
265.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
265.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
264.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
264.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
264.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
264.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
260.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
259.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
258.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
258.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
256.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
255.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
255.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
255.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
255.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
253.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
253.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
253.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
253.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
253.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
253.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
250.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
249.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
249.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
249.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
247.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
246.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
246.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
246.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
246.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
245.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
245.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
244.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
244.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
243.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
240.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
239.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
238.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
238.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
236.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
236.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
236.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
235.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
235.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
235.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
234.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
233.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
232.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
230.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
230.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
230.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
229.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
228.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
228.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
224.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
224.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
224.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
223.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
223.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
222.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
222.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
221.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
221.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
220.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
219.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
219.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
217.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
217.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
217.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
216.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
215.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
213.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
207.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
205.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
204.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
202.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
201.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
200.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
199.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
199.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
198.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
198.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
197.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
196.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
195.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
195.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
193.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
191.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
191.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
191.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
190.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
187.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
186.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
185.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
185.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
185.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
185.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
183.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
182.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
181.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
181.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
180.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
178.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
177.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
174.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
173.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
173.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
171.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
171.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
164.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
162.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
159.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
154.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
153.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
146.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
145.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
144.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
135.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
127.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
103.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
100.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0021240003
Tumor
0.5
CPT0079180003
Tumor
0.4
CPT0002350011
Tumor
0.3
CPT0079270003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0078510003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0012080003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0001340003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0065450001
Normal
0.2
CPT0077310003
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0075570001
Normal
0.2
CPT0001540009
Tumor
0.2
CPT0088760003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0078940001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0014450004
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0017410003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0000790001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0006950001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0088710001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0088920001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0025610001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0012550003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0001550001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0079000001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0077320001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0012290003
Normal
0.0
CPT0069190001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0017850003
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0084560003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0092190003
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0075170001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0089040001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0026410003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0078660003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0069160003
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0012180003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0088550004
Tumor
-0.3
CPT0071150004
Tumor
-0.3
CPT0079380003
Tumor
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
