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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.
PHPT1 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
102.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
235.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
232.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
219.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
187.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
170.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
168.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
168.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
168.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
161.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
153.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
139.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
139.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
133.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
131.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
130.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
127.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
124.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
122.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
121.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
121.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
120.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
120.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
118.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
116.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
114.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
114.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
108.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
105.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
105.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
102.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
102.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
101.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
100.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
98.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
93.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
93.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
91.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
90.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
89.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
88.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
88.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
88.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
80.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
75.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
71.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
70.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
66.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
64.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
61.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
60.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
59.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
57.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
57.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
56.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
53.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
49.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
49.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
47.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
46.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
42.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
37.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
34.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
34.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
PHPT1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
129.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
717.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
565.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
441.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
333.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
333.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
323.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
318.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
314.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
314.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
308.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
288.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
274.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
273.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
270.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
266.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
266.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
264.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
257.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
255.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
246.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
240.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
239.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
236.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
233.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
232.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
231.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
226.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
225.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
223.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
223.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
221.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
220.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
217.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
216.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
216.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
214.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
214.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
214.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
213.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
211.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
208.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
208.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
207.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
207.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
207.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
207.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
206.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
206.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
206.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
205.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
205.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
203.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
203.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
202.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
200.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
200.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
195.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
194.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
193.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
193.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
193.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
193.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
193.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
191.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
191.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
189.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
189.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
189.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
188.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
187.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
186.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
185.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
185.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
185.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
183.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
183.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
182.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
181.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
181.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
181.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
180.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
179.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
179.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
179.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
178.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
178.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
178.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
178.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
178.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
177.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
176.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
176.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
174.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
174.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
173.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
173.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
172.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
171.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
171.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
170.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
169.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
169.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
169.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
168.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
168.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
167.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
166.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
165.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
165.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
165.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
164.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
164.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
164.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
164.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
164.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
164.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
164.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
164.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
164.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
163.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
163.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
163.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
162.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
162.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
161.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
161.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
161.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
161.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
161.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
161.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
160.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
158.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
158.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
158.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
158.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
158.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
158.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
156.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
156.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
155.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
155.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
155.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
155.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
155.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
154.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
154.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
154.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
153.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
153.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
153.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
153.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
153.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
153.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
152.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
152.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
152.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
152.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
152.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
151.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
151.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
151.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
150.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
150.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
149.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
148.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
148.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
148.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
148.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
148.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
147.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
147.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
147.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
146.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
146.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
146.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
146.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
145.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
144.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
143.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
143.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
142.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
142.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
142.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
142.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
142.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
141.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
141.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
140.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
140.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
140.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
140.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
139.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
139.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
139.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
139.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
138.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
138.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
138.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
138.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
137.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
137.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
136.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
136.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
136.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
136.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
136.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
136.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
135.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
134.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
134.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
134.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
134.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
134.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
133.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
133.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
133.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
133.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
133.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
132.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
132.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
132.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
131.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
131.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
130.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
130.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
130.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
130.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
128.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
128.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
128.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
127.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
127.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
127.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
127.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
127.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
127.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
127.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
126.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
126.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
126.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
126.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
126.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
125.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
125.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
125.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
124.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
124.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
124.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
124.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
124.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
124.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
123.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
123.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
123.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
122.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
122.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
121.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
121.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
120.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
120.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
120.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
120.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
120.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
120.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
120.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
119.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
119.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
119.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
118.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
118.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
118.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
118.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
118.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
118.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
116.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
116.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
115.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
115.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
115.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
115.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
114.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
114.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
114.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
114.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
114.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
114.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
114.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
114.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
114.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
114.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
114.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
113.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
112.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
112.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
112.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
112.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
112.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
112.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
111.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
111.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
110.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
110.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
110.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
110.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
110.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
109.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
109.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
108.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
108.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
108.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
108.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
108.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
108.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
107.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
107.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
107.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
107.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
106.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
106.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
106.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
105.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
105.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
105.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
105.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
105.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
105.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
104.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
104.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
103.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
103.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
103.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
103.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
103.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
102.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
102.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
102.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
102.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
102.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
102.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
101.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
100.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
100.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
100.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
99.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
99.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
99.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
99.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
98.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
98.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
98.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
98.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
97.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
97.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
97.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
96.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
96.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
96.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
96.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
95.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
95.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
95.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
95.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
95.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
95.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
95.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
94.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
94.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
93.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
93.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
93.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
93.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
92.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
92.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
92.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
91.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
91.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
91.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
91.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
91.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
91.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
91.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
90.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
90.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
90.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
90.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
89.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
89.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
88.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
88.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
88.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
88.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
88.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
87.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
87.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
87.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
87.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
86.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
86.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
85.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
85.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
84.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
84.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
83.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
83.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
83.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
82.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
82.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
81.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
81.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
79.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
79.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
78.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
78.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
78.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
78.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
78.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
78.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
78.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
77.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
76.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
76.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
76.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
76.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
75.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
75.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
75.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
74.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
74.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
74.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
74.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
73.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
73.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
73.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
73.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
73.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
73.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
72.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
72.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
72.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
71.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
70.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
70.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
70.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
70.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
70.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
70.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
70.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
69.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
68.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
68.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
68.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
67.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
67.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
67.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
67.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
67.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
66.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
66.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
65.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
64.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
64.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
64.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
63.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
63.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
63.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
62.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
62.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
61.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
61.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
61.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
61.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
61.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
60.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
60.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
60.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
60.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
60.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
60.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
60.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
60.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
59.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
59.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
58.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
58.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
57.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
57.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
56.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
55.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
54.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
54.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
53.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
53.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
53.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
52.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
52.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
52.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
51.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
51.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
51.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
51.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
50.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
49.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
48.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
48.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
47.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
46.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
45.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
44.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
44.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
43.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
43.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
43.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
43.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
42.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
41.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
41.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
37.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
34.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
29.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
6.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
PHPT1 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
113.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
406.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
206.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
196.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
194.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
188.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
181.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
176.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
175.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
170.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
165.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
162.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
158.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
157.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
155.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
153.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
151.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
151.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
144.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
144.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
143.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
143.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
143.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
143.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
141.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
138.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
138.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
137.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
130.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
130.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
129.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
129.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
128.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
128.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
127.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
127.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
126.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
123.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
123.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
120.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
120.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
120.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
119.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
117.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
115.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
114.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
114.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
114.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
114.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
112.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
110.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
108.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
108.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
108.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
107.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
105.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
104.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
103.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
102.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
102.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
102.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
102.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
99.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
98.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
93.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
92.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
92.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
91.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
90.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
89.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
89.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
86.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
80.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
79.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
78.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
78.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
78.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
77.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
75.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
74.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
72.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
72.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
71.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
70.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
70.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
68.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
68.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
67.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
65.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
65.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
62.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
61.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
59.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
54.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
54.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
52.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
50.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
50.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
41.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
35.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 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.
PHPT1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
179.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
579.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
539.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
475.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
431.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
423.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
409.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
377.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
356.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
330.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
318.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
314.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
310.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
301.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
301.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
291.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
287.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
286.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
284.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
284.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
279.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
275.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
275.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
275.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
271.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
270.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
267.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
266.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
266.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
265.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
263.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
262.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
262.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
260.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
259.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
256.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
253.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
252.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
252.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
251.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
251.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
249.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
248.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
247.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
246.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
246.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
244.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
243.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
242.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
241.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
241.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
240.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
239.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
237.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
233.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
232.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
230.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
229.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
227.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
226.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
226.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
225.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
223.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
222.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
221.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
220.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
218.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
218.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
217.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
217.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
216.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
216.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
216.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
216.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
215.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
215.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
214.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
214.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
213.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
213.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
212.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
209.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
208.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
208.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
208.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
207.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
207.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
206.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
205.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
203.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
203.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
202.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
201.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
200.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
200.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
200.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
200.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
200.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
199.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
198.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
198.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
198.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
197.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
196.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
196.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
195.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
195.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
194.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
194.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
192.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
192.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
191.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
191.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
191.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
189.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
188.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
188.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
188.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
188.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
187.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
187.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
187.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
187.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
186.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
185.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
185.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
185.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
183.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
182.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
182.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
182.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
182.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
180.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
180.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
179.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
177.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
177.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
176.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
176.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
175.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
174.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
174.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
173.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
173.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
173.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
172.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
172.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
171.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
171.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
170.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
170.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
169.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
169.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
168.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
168.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
167.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
167.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
167.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
167.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
164.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
164.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
163.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
162.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
161.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
160.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
160.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
160.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
159.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
159.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
157.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
157.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
156.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
156.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
155.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
155.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
155.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
154.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
154.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
154.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
154.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
153.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
152.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
152.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
152.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
152.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
151.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
151.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
151.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
150.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
150.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
150.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
149.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
149.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
147.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
147.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
146.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
146.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
146.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
146.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
145.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
144.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
143.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
143.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
142.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
142.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
142.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
141.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
141.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
140.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
140.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
140.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
138.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
138.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
137.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
135.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
134.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
133.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
132.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
131.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
131.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
131.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
130.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
129.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
129.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
128.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
128.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
128.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
127.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
126.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
120.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
119.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
118.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
117.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
112.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
111.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
111.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
109.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
109.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
109.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
106.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
104.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
104.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
103.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
103.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
103.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
102.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
99.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
99.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
96.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
95.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
92.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
92.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
91.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
90.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
89.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
89.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
86.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
85.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
82.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
79.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
79.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
78.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
76.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
74.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
72.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
67.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
62.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
60.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
56.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
52.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
50.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
49.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
49.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
44.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
37.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
35.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
34.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
33.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
25.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
23.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
22.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
11.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
10.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0006440003
Tumor
1.5
CPT0079180003
Tumor
1.2
CPT0000640003
Tumor
1.0
CPT0009000003
Tumor
1.0
CPT0025110003
Tumor
0.6
CPT0012900004
Tumor
0.6
CPT0025350003
Tumor
0.6
CPT0079480003
Tumor
0.6
CPT0089460004
Tumor
0.6
CPT0088900003
Tumor
0.5
CPT0002270011
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0010160003
Tumor
0.5
CPT0024680001
Normal
0.4
CPT0085670003
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0065930003
Tumor
0.4
CPT0000870016
Tumor
0.4
CPT0001540009
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0078930003
Tumor
0.3
CPT0092800003
Normal
0.3
CPT0024670003
Tumor
0.3
CPT0078840001
Normal
0.3
CPT0086870003
Tumor
0.3
CPT0079430001
Normal
0.3
CPT0078830003
Tumor
0.3
CPT0063320003
Tumor
0.2
CPT0063330001
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0077110003
Tumor
0.2
CPT0023710001
Normal
0.2
CPT0018250001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0086890003
Normal
0.2
CPT0009080003
Normal
0.2
CPT0063640001
Normal
0.2
CPT0088760003
Tumor
0.2
CPT0089480003
Normal
0.2
CPT0015810003
Tumor
0.2
CPT0066430001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0001220008
Tumor
0.2
CPT0064400001
Normal
0.2
CPT0011240003
Tumor
0.2
CPT0001510001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0001230001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0077140001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0010170001
Normal
0.1
CPT0088550004
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0069000003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0017410003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0084560003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0065450001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0086370003
Normal
0.0
CPT0014470001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0088970003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0088710001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0088640003
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0017850003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0088630003
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0009060003
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0081600003
Tumor
-0.2
CPT0012090003
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0025060001
Normal
-0.2
CPT0065430003
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0006530001
Normal
-0.2
CPT0006630003
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0023690003
Tumor
-0.3
CPT0069190001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0079510001
Normal
-0.3
CPT0025050003
Tumor
-0.3
CPT0075170001
Normal
-0.3
CPT0021240003
Tumor
-0.3
CPT0065690003
Tumor
-0.3
CPT0007320003
Tumor
-0.4
CPT0079230003
Tumor
-0.4
CPT0006950001
Normal
-0.4
CPT0012290003
Normal
-0.4
CPT0086360003
Tumor
-0.4
CPT0077310003
Tumor
-0.4
CPT0013790003
Normal
-0.4
CPT0014450004
Tumor
-0.5
CPT0092290003
Tumor
-0.5
CPT0077320001
Normal
-0.5
CPT0012670003
Tumor
-0.5
CPT0076330003
Tumor
-0.5
CPT0014160003
Tumor
-0.5
CPT0020120003
Tumor
-0.5
CPT0081880003
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0078660003
Tumor
-0.5
CPT0079410003
Tumor
-0.6
CPT0069010001
Normal
-0.6
CPT0075560003
Tumor
-0.6
CPT0069160003
Tumor
-0.6
CPT0063630003
Tumor
-0.6
CPT0025170003
Tumor
-0.6
CPT0065750003
Tumor
-0.6
CPT0001180009
Tumor
-0.6
CPT0025290003
Tumor
-0.6
CPT0086030003
Tumor
-0.7
CPT0015730003
Tumor
-0.7
CPT0012550003
Tumor
-0.7
CPT0012280003
Tumor
-0.7
CPT0088480003
Tumor
-0.8
CPT0012180003
Tumor
-0.8
CPT0078510003
Tumor
-0.9
CPT0023350003
Tumor
-1.0
CPT0001340003
Tumor
-1.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
