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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.
PTMA is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
384.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
929.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
818.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
762.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
731.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
693.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
638.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
613.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
594.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
552.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
538.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
518.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
484.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
484.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
484.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
475.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
472.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
458.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
451.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
429.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
420.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
410.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
406.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
402.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
402.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
395.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
388.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
388.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
384.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
384.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
381.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
361.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
360.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
357.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
352.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
351.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
333.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
332.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
332.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
308.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
306.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
304.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
298.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
296.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
295.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
292.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
288.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
280.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
275.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
274.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
267.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
252.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
251.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
250.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
246.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
239.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
235.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
231.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
229.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
223.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
180.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
146.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
143.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
140.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
PTMA is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1074.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
3058.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
2107.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
2031.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
1946.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
1916.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
1910.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
1871.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
1844.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1836.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
1786.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
1730.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
1713.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1709.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1709.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1706.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
1704.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
1698.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
1679.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
1669.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1662.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
1658.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
1645.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
1639.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
1638.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
1631.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1586.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
1585.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
1583.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
1580.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1578.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1573.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1573.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1567.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
1558.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1557.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
1553.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
1549.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
1548.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1540.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
1533.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
1520.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
1514.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
1511.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
1511.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
1507.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
1501.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1495.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
1493.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1484.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1484.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
1473.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1472.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
1451.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
1449.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
1446.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
1443.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
1442.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
1441.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
1440.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1440.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
1438.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
1427.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
1426.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
1420.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
1416.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
1414.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
1414.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
1399.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
1398.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
1398.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
1393.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
1391.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
1385.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1381.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
1381.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
1377.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
1377.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
1376.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
1374.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
1371.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
1371.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
1370.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
1370.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
1367.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
1364.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1363.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1362.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
1361.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
1360.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
1360.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
1356.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
1350.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1348.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
1347.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
1347.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
1346.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
1344.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
1341.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1334.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
1333.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
1329.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1327.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
1322.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1321.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
1319.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
1319.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
1314.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
1313.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
1309.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1307.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
1306.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
1298.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
1294.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1293.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
1293.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
1292.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
1282.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
1281.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1280.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
1279.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
1278.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
1274.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
1274.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
1273.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
1269.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
1268.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
1264.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
1263.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
1257.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
1254.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
1252.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
1252.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1246.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
1246.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
1245.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1244.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
1241.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1240.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
1239.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
1237.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1236.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
1236.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1235.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1232.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
1229.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
1229.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
1229.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
1227.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
1227.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
1226.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
1226.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
1224.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
1222.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
1218.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
1217.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
1215.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
1214.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
1213.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
1212.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
1209.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
1208.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
1207.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
1207.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
1205.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
1204.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
1202.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
1201.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
1200.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
1200.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
1199.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
1197.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
1196.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
1190.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
1187.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
1186.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
1186.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
1184.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
1182.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
1182.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
1180.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1180.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1180.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
1179.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
1175.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
1168.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1168.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
1164.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
1164.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
1162.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
1159.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1157.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
1157.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
1157.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
1155.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
1150.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
1150.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1150.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
1149.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
1148.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
1146.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
1146.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1145.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1142.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
1140.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
1135.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
1134.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
1134.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1134.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1132.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
1131.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1131.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
1128.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
1127.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1126.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
1125.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1124.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1124.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1124.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
1122.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
1120.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1119.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1118.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
1118.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1112.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
1111.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
1111.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1110.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
1107.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1103.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1103.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
1102.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1102.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
1101.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
1099.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
1097.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
1096.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
1096.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1094.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1094.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
1093.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1092.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
1091.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
1090.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
1087.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1085.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1083.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
1080.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1079.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
1077.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
1076.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
1076.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
1073.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
1071.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
1069.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
1064.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1064.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
1063.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
1063.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1061.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
1060.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
1060.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
1059.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
1059.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
1056.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
1054.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
1051.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
1049.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
1048.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
1048.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
1046.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1045.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
1044.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1043.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
1043.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1043.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
1037.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
1035.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
1035.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
1034.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
1031.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
1031.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
1029.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
1028.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
1027.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
1025.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
1025.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1024.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
1023.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
1021.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
1021.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
1019.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
1019.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
1014.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
1010.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
1003.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
1002.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
1002.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
999.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
999.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
998.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
994.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
994.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
992.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
990.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
989.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
987.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
985.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
985.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
985.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
985.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
984.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
982.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
980.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
978.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
978.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
977.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
977.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
974.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
973.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
971.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
971.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
970.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
969.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
969.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
969.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
968.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
966.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
965.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
964.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
964.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
959.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
959.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
958.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
958.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
956.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
956.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
955.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
952.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
952.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
948.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
948.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
947.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
946.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
946.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
940.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
940.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
939.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
938.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
937.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
936.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
934.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
933.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
933.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
931.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
931.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
929.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
926.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
925.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
924.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
920.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
919.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
918.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
916.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
914.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
913.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
913.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
912.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
909.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
907.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
906.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
906.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
906.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
906.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
905.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
903.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
902.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
899.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
899.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
896.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
896.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
893.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
890.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
890.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
889.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
889.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
889.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
887.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
887.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
886.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
885.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
882.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
882.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
882.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
880.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
878.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
877.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
874.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
873.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
873.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
864.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
863.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
863.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
860.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
859.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
859.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
859.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
858.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
858.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
857.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
857.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
855.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
855.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
854.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
852.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
849.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
847.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
847.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
846.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
845.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
843.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
843.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
840.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
839.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
829.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
825.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
825.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
825.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
823.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
822.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
818.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
812.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
806.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
805.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
803.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
803.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
801.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
801.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
800.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
796.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
793.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
793.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
788.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
787.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
786.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
784.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
780.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
778.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
770.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
769.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
764.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
764.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
763.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
763.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
758.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
755.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
746.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
744.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
744.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
744.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
744.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
735.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
732.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
731.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
729.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
726.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
723.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
721.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
720.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
709.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
705.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
699.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
696.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
696.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
690.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
687.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
680.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
677.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
674.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
673.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
669.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
663.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
663.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
661.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
658.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
658.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
654.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
650.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
624.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
623.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
623.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
622.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
606.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
603.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
567.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
567.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
554.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
543.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
540.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
525.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
494.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
470.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
467.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
466.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
432.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
420.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
406.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
395.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
395.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
364.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
348.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
338.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
333.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
316.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
307.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
303.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
299.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
284.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
275.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
245.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
243.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 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.
PTMA 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
966.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1679.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1661.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
1323.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1320.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
1285.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
1252.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
1252.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1232.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
1211.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
1210.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
1205.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1179.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
1169.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
1157.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
1157.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
1153.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
1151.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
1150.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
1149.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1146.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1135.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
1134.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
1133.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
1126.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
1119.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
1117.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
1116.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
1111.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
1106.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
1104.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1103.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
1077.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1069.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
1064.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1061.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
1054.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
1053.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
1052.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
1048.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1043.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
1043.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1033.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
1018.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
1018.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1017.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
1014.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1013.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
1008.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
998.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
982.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
981.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
974.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
961.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
960.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
959.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
957.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
956.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
955.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
943.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
941.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
930.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
920.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
918.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
914.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
911.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
908.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
902.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
901.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
897.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
883.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
871.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
857.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
841.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
816.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
814.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
809.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
797.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
797.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
794.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
790.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
779.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
763.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
730.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
729.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
728.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
722.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
720.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
714.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
673.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
667.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
648.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
646.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
637.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
605.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
564.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
542.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
507.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
500.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
426.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 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.
PTMA 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
860.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
2867.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
2618.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
2120.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
2003.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
1991.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1773.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
1694.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1685.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1655.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1625.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
1588.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
1569.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1534.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
1515.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1511.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1511.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
1504.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1492.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1466.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1466.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
1455.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
1447.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
1439.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
1432.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1422.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
1418.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
1417.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1394.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1367.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1366.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1357.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1349.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
1332.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
1322.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1320.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
1305.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1303.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1273.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1251.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1246.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1245.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
1240.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
1231.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1230.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1224.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1223.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
1217.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1210.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
1209.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
1207.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
1201.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1194.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
1191.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
1189.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
1189.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1182.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
1173.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1165.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
1153.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
1153.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
1149.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1143.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1130.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1130.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1120.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
1116.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
1114.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1105.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1104.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
1097.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1091.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
1089.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1088.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1085.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
1082.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
1078.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1074.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1064.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1054.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1046.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1045.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1035.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
1034.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1032.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
1027.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1014.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
1011.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
1005.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
999.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
994.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
993.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
992.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
990.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
988.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
987.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
984.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
981.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
981.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
971.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
968.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
964.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
963.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
960.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
957.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
953.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
951.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
951.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
950.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
949.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
946.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
945.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
928.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
927.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
926.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
921.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
921.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
920.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
917.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
916.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
904.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
903.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
892.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
885.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
885.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
883.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
875.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
874.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
874.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
859.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
858.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
856.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
849.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
848.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
846.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
842.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
841.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
840.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
830.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
828.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
824.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
822.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
821.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
820.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
818.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
815.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
814.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
810.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
809.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
807.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
802.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
801.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
801.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
797.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
796.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
793.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
788.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
785.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
782.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
781.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
779.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
769.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
763.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
761.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
760.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
755.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
753.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
748.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
745.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
743.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
742.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
741.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
737.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
733.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
732.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
730.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
730.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
728.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
725.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
695.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
693.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
691.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
688.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
685.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
675.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
663.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
659.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
658.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
654.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
644.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
640.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
634.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
633.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
632.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
627.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
623.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
620.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
617.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
611.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
610.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
609.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
593.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
584.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
582.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
575.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
570.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
567.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
564.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
555.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
555.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
554.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
552.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
549.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
540.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
539.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
535.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
535.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
525.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
525.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
524.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
522.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
515.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
507.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
504.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
503.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
502.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
499.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
498.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
497.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
493.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
493.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
491.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
488.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
466.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
457.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
452.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
451.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
450.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
447.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
444.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
443.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
439.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
438.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
431.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
429.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
423.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
417.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
413.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
410.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
406.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
399.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
397.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
393.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
391.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
387.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
380.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
380.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
371.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
349.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
349.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
347.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
343.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
341.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
339.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
338.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
329.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
322.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
312.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
308.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
302.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
299.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
291.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
260.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
251.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
234.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
232.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
223.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
220.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
216.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
162.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
160.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
153.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
127.3
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0017850003
Tumor
1.3
CPT0079180003
Tumor
1.2
CPT0017410003
Tumor
0.9
CPT0014370004
Tumor
0.9
CPT0014470001
Normal
0.9
CPT0077110003
Tumor
0.8
CPT0077320001
Normal
0.8
CPT0012080003
Tumor
0.7
CPT0084590001
Normal
0.7
CPT0025880003
Tumor
0.6
CPT0026410003
Tumor
0.6
CPT0069160003
Tumor
0.6
CPT0012180003
Tumor
0.6
CPT0092190003
Normal
0.6
CPT0081600003
Tumor
0.6
CPT0010160003
Tumor
0.6
CPT0088690003
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0010110003
Tumor
0.5
CPT0075170001
Normal
0.5
CPT0075720003
Tumor
0.5
CPT0007320003
Tumor
0.5
CPT0088550004
Tumor
0.5
CPT0079380003
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0079410003
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0010120001
Normal
0.4
CPT0012550003
Tumor
0.4
CPT0025580004
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0092160003
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0012920003
Normal
0.3
CPT0012770003
Normal
0.3
CPT0021240003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0078990003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0012900004
Tumor
0.3
CPT0009060003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0012670003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0006440003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0001190001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0001180009
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0001230001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0086820003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0023360001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0069010001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0066470004
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0006900003
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0088900003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0081620001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0014160003
Tumor
-0.2
CPT0014130001
Normal
-0.2
CPT0015730003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0007860003
Tumor
-0.2
CPT0007870001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0025230003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0077140001
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0020130001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0015910003
Tumor
-0.3
CPT0000890001
Normal
-0.3
CPT0078670001
Normal
-0.3
CPT0065810003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0089020003
Tumor
-0.3
CPT0006950001
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0007470001
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0065750003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0079000001
Normal
-0.3
CPT0069000003
Tumor
-0.3
CPT0088780001
Normal
-0.3
CPT0089480003
Normal
-0.4
CPT0002270011
Tumor
-0.4
CPT0077310003
Tumor
-0.4
CPT0065870003
Tumor
-0.4
CPT0078930003
Tumor
-0.4
CPT0088640003
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0020120003
Tumor
-0.4
CPT0063320003
Tumor
-0.4
CPT0092310003
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0064370003
Tumor
-0.4
CPT0087050003
Normal
-0.4
CPT0086970003
Normal
-0.5
CPT0092290003
Tumor
-0.5
CPT0078510003
Tumor
-0.5
CPT0000790001
Normal
-0.5
CPT0078800003
Tumor
-0.5
CPT0001350001
Normal
-0.5
CPT0078660003
Tumor
-0.6
CPT0065450001
Normal
-0.6
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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.