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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.
Survival analysis data not available.
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
0.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
1.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
0.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
0.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
0.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
0.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
ENPP3 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
113.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
807.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
621.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
514.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
465.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
446.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
432.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
423.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
409.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
380.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
367.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
354.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
344.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
343.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
338.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
336.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
332.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
320.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
315.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
306.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
299.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
294.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
291.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
278.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
274.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
274.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
273.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
265.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
264.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
261.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
260.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
258.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
258.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
258.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
253.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
250.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
249.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
247.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
241.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
237.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
230.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
226.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
226.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
225.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
225.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
221.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
221.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
219.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
218.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
217.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
215.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
213.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
213.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
212.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
211.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
211.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
211.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
210.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
207.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
206.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
204.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
203.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
202.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
199.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
198.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
198.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
196.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
195.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
195.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
195.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
195.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
195.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
195.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
191.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
191.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
184.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
183.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
182.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
182.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
181.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
180.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
179.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
179.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
178.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
178.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
177.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
176.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
174.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
174.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
174.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
173.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
171.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
170.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
169.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
169.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
168.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
168.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
167.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
167.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
167.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
167.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
167.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
165.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
165.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
164.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
164.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
164.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
164.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
163.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
163.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
162.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
162.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
161.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
160.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
159.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
159.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
158.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
156.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
156.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
155.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
155.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
155.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
154.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
153.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
153.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
153.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
153.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
152.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
152.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
152.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
152.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
151.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
151.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
151.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
151.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
150.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
149.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
148.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
148.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
148.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
147.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
146.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
146.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
145.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
145.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
144.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
144.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
142.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
142.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
142.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
141.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
141.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
141.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
141.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
140.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
140.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
139.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
139.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
139.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
139.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
138.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
138.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
138.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
137.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
137.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
137.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
137.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
137.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
136.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
135.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
135.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
135.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
135.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
135.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
134.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
134.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
134.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
133.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
132.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
132.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
132.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
132.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
131.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
131.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
131.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
131.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
131.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
131.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
131.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
131.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
130.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
130.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
130.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
130.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
130.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
128.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
128.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
128.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
127.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
127.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
126.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
126.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
126.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
126.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
126.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
126.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
125.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
124.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
124.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
124.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
124.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
124.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
123.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
123.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
123.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
123.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
122.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
122.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
122.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
120.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
120.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
120.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
119.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
119.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
117.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
116.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
116.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
115.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
115.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
115.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
114.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
113.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
113.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
112.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
111.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
111.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
110.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
110.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
110.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
109.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
109.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
108.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
108.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
107.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
106.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
106.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
105.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
104.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
103.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
103.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
103.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
102.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
102.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
102.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
102.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
102.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
102.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
101.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
101.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
101.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
101.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
101.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
100.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
100.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
100.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
100.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
99.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
98.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
97.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
97.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
97.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
96.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
96.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
95.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
95.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
94.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
94.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
94.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
94.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
93.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
93.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
92.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
92.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
92.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
92.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
91.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
90.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
89.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
89.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
89.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
89.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
89.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
88.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
88.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
88.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
88.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
88.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
88.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
87.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
87.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
86.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
86.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
85.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
85.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
85.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
85.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
84.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
83.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
83.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
83.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
83.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
83.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
82.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
82.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
81.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
80.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
80.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
80.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
80.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
79.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
79.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
79.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
79.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
78.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
77.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
76.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
76.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
76.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
76.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
75.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
75.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
74.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
74.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
74.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
73.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
73.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
73.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
72.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
72.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
71.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
71.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
71.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
71.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
70.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
70.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
70.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
69.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
69.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
68.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
68.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
68.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
67.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
67.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
67.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
66.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
66.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
66.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
65.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
65.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
65.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
64.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
63.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
63.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
63.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
63.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
62.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
62.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
62.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
62.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
62.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
62.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
62.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
61.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
61.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
61.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
61.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
60.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
60.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
59.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
59.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
58.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
58.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
58.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
58.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
58.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
57.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
57.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
57.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
57.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
56.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
56.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
56.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
56.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
55.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
54.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
53.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
53.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
52.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
51.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
51.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
50.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
50.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
49.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
49.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
48.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
48.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
47.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
47.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
47.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
46.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
46.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
46.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
45.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
44.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
44.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
43.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
43.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
41.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
41.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
41.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
41.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
41.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
41.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
40.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
39.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
39.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
39.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
38.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
38.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
38.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
37.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
37.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
37.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
37.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
36.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
35.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
34.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
34.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
33.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
32.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
31.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
30.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
30.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
28.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
28.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
27.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
26.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
26.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
26.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
25.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
25.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
24.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
24.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
23.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
23.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
23.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
23.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
23.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
23.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
22.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
21.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
20.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
20.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
18.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
18.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
17.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
17.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
13.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
13.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
12.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
11.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
10.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
8.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
8.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
5.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
5.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
5.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
3.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
3.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
2.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
1.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
0.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
0.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
0.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
0.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
0.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
0.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
0.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
0.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
0.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
0.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
0.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
0.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
0.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
0.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
0.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
0.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
0.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
0.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 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.
ENPP3 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
184.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
782.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
505.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
503.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
471.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
452.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
433.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
411.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
397.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
368.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
336.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
335.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
328.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
320.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
316.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
294.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
279.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
276.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
274.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
273.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
267.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
266.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
265.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
264.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
255.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
253.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
252.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
242.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
236.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
232.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
225.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
224.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
221.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
219.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
216.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
215.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
214.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
199.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
199.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
196.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
196.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
189.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
188.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
184.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
181.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
178.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
178.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
177.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
173.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
171.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
165.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
163.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
160.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
158.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
156.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
156.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
153.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
148.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
147.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
142.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
140.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
138.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
136.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
129.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
126.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
124.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
124.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
124.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
118.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
113.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
110.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
107.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
104.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
96.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
91.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
91.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
88.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
88.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
86.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
80.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
79.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
77.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
73.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
69.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
65.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
59.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
57.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
55.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
48.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
45.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
40.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
32.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
24.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
18.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
17.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
15.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
10.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
7.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
3.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
1.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 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.
ENPP3 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
10.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
178.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
126.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
110.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
92.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
77.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
66.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
63.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
53.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
40.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
37.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
36.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
35.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
35.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
34.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
34.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
32.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
28.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
28.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
27.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
24.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
22.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
22.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
21.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
21.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
20.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
20.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
20.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
19.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
19.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
18.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
18.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
16.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
16.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
16.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
16.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
15.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
15.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
15.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
15.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
15.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
14.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
14.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
14.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
13.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
13.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
13.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
13.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
12.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
12.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
12.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
12.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
12.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
12.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
12.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
12.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
12.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
12.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
11.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
11.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
11.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
11.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
11.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
11.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
11.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
11.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
11.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
11.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
11.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
10.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
10.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
10.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
10.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
10.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
10.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
10.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
10.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
10.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
10.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
10.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
10.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
10.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
10.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
10.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
10.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
10.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
10.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
9.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
9.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
9.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
9.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
9.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
9.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
9.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
9.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
9.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
9.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
9.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
9.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
9.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
9.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
8.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
8.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
8.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
8.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
8.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
8.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
8.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
8.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
7.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
7.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
7.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
7.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
7.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
7.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
7.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
7.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
7.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
7.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
7.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
7.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
7.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
6.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
6.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
6.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
6.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
6.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
6.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
6.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
6.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
6.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
6.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
6.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
6.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
5.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
5.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
5.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
5.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
5.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
5.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
5.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
5.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
5.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
5.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
5.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
5.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
5.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
5.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
5.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
5.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
4.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
4.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
4.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
4.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
4.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
4.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
4.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
4.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
4.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
4.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
4.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
4.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
4.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
3.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
3.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
3.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
3.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
3.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
3.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
3.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
3.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
3.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
3.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
3.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
2.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
2.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
2.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
2.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
2.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
2.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
2.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
2.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
2.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
2.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
2.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
2.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
2.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
2.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
2.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
2.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
1.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
1.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
1.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
1.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
1.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
1.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
1.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
0.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
0.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
0.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
0.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
0.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
0.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
0.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
0.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
0.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
0.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
0.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
0.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
0.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
0.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
0.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
0.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
0.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
0.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
0.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
0.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
0.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
0.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0014450004
Tumor
2.7
CPT0069000003
Tumor
2.2
CPT0086950003
Tumor
2.0
CPT0026410003
Tumor
1.7
CPT0000780007
Tumor
1.5
CPT0069160003
Tumor
1.4
CPT0077110003
Tumor
1.4
CPT0019130003
Tumor
1.3
CPT0001340003
Tumor
1.3
CPT0009000003
Tumor
1.2
CPT0014370004
Tumor
1.2
CPT0010160003
Tumor
1.2
CPT0064370003
Tumor
1.2
CPT0006900003
Tumor
1.1
CPT0006440003
Tumor
1.1
CPT0024670003
Tumor
1.1
CPT0000870016
Tumor
1.0
CPT0006630003
Tumor
1.0
CPT0089020003
Tumor
1.0
CPT0088760003
Tumor
0.9
CPT0025230003
Tumor
0.9
CPT0085670003
Tumor
0.9
CPT0088900003
Tumor
0.9
CPT0000640003
Tumor
0.9
CPT0025580004
Tumor
0.8
CPT0088480003
Tumor
0.8
CPT0012080003
Tumor
0.8
CPT0079480003
Tumor
0.7
CPT0012670003
Tumor
0.7
CPT0021240003
Tumor
0.7
CPT0025290003
Tumor
0.6
CPT0089460004
Tumor
0.6
CPT0001220008
Tumor
0.6
CPT0071150004
Tumor
0.6
CPT0023350003
Tumor
0.6
CPT0087040003
Tumor
0.6
CPT0088690003
Tumor
0.6
CPT0063630003
Tumor
0.6
CPT0025880003
Tumor
0.6
CPT0025050003
Tumor
0.6
CPT0012180003
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0025350003
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0086360003
Tumor
0.5
CPT0015810003
Tumor
0.5
CPT0086870003
Tumor
0.4
CPT0075720003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0086030003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0077310003
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0078510003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0012900004
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0092160003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0086820003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0011240003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0001260009
Tumor
-0.2
CPT0026420001
Normal
-0.2
CPT0012280003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0020120003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0079230003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0079380003
Tumor
-0.4
CPT0075130003
Tumor
-0.4
CPT0000890001
Normal
-0.4
CPT0015730003
Tumor
-0.5
CPT0002350011
Tumor
-0.5
CPT0089480003
Normal
-0.5
CPT0065450001
Normal
-0.5
CPT0010170001
Normal
-0.6
CPT0077140001
Normal
-0.6
CPT0066430001
Normal
-0.6
CPT0015910003
Tumor
-0.6
CPT0014350001
Normal
-0.6
CPT0065810003
Tumor
-0.6
CPT0075560003
Tumor
-0.6
CPT0081620001
Normal
-0.7
CPT0006950001
Normal
-0.7
CPT0086970003
Normal
-0.7
CPT0088920001
Normal
-0.7
CPT0012770003
Normal
-0.7
CPT0064400001
Normal
-0.7
CPT0023710001
Normal
-0.7
CPT0078830003
Tumor
-0.7
CPT0012090003
Normal
-0.7
CPT0014470001
Normal
-0.8
CPT0025920001
Normal
-0.8
CPT0092740003
Normal
-0.8
CPT0006730001
Normal
-0.8
CPT0020020001
Normal
-0.8
CPT0087050003
Normal
-0.8
CPT0069010001
Normal
-0.8
CPT0092800003
Normal
-0.8
CPT0088710001
Normal
-0.8
CPT0007470001
Normal
-0.8
CPT0019160001
Normal
-0.8
CPT0076330003
Tumor
-0.8
CPT0078840001
Normal
-0.8
CPT0000790001
Normal
-0.9
CPT0025610001
Normal
-0.9
CPT0020130001
Normal
-0.9
CPT0078940001
Normal
-0.9
CPT0012570003
Normal
-0.9
CPT0023360001
Normal
-0.9
CPT0086370003
Normal
-0.9
CPT0082010001
Normal
-1.0
CPT0088640003
Normal
-1.0
CPT0088570001
Normal
-1.0
CPT0013790003
Normal
-1.0
CPT0012290003
Normal
-1.0
CPT0092310003
Normal
-1.0
CPT0012550003
Tumor
-1.0
CPT0009080003
Normal
-1.0
CPT0001550001
Normal
-1.0
CPT0001350001
Normal
-1.0
CPT0086830003
Normal
-1.0
CPT0006530001
Normal
-1.0
CPT0077500001
Normal
-1.0
CPT0088780001
Normal
-1.0
CPT0024680001
Normal
-1.0
CPT0089040001
Normal
-1.1
CPT0092190003
Normal
-1.1
CPT0011410003
Tumor
-1.1
CPT0017410003
Tumor
-1.1
CPT0066520001
Normal
-1.1
CPT0079000001
Normal
-1.1
CPT0076350001
Normal
-1.1
CPT0088970003
Tumor
-1.1
CPT0000660001
Normal
-1.1
CPT0018250001
Normal
-1.1
CPT0001180009
Tumor
-1.2
CPT0025060001
Normal
-1.2
CPT0010120001
Normal
-1.2
CPT0078530001
Normal
-1.2
CPT0088500001
Normal
-1.2
CPT0069190001
Normal
-1.2
CPT0001510001
Normal
-1.3
CPT0063640001
Normal
-1.3
CPT0078670001
Normal
-1.3
CPT0088550004
Tumor
-1.3
CPT0017450001
Normal
-1.3
CPT0009020003
Normal
-1.3
CPT0007870001
Normal
-1.4
CPT0012920003
Normal
-1.4
CPT0001190001
Normal
-1.4
CPT0079430001
Normal
-1.4
CPT0063330001
Normal
-1.4
CPT0084590001
Normal
-1.5
CPT0002370001
Normal
-1.5
CPT0086890003
Normal
-1.5
CPT0017850003
Tumor
-1.5
CPT0079180003
Tumor
-1.5
CPT0065820001
Normal
-1.5
CPT0079300001
Normal
-1.6
CPT0001230001
Normal
-1.6
CPT0012640003
Normal
-1.6
CPT0014130001
Normal
-1.6
CPT0078800003
Tumor
-1.6
CPT0079510001
Normal
-1.6
CPT0001270001
Normal
-1.8
CPT0002270011
Tumor
-1.8
CPT0078660003
Tumor
-1.8
CPT0075570001
Normal
-1.8
CPT0075170001
Normal
-1.8
CPT0077320001
Normal
-1.9
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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
