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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.
RPS15 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
1060.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
3575.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
2648.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2041.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1995.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1844.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1699.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1688.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1621.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1587.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1564.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1495.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1461.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1458.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1450.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1408.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1394.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1391.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1385.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1382.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1342.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1318.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1282.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1238.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1143.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1142.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1135.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1101.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1081.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1075.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1066.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1022.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
998.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
970.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
926.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
912.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
897.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
880.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
873.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
856.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
831.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
801.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
680.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
675.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
672.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
666.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
660.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
624.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
620.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
595.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
586.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
545.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
542.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
542.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
523.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
489.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
486.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
478.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
468.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
465.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
386.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
375.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
322.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
224.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 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.
RPS15 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
1255.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
3487.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
2992.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
2912.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
2898.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
2811.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2803.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
2522.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2521.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
2498.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2409.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
2401.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
2376.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2322.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
2274.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2253.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
2249.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
2185.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
2169.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
2168.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
2130.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
2129.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2080.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
2065.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2040.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
2037.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
2036.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
2033.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
2033.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
2011.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
2001.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
1978.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1968.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
1959.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1954.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1953.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
1948.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1948.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
1937.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
1920.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
1919.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
1891.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1885.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
1883.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
1880.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
1869.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
1865.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
1864.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1861.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
1845.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
1829.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
1824.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1820.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
1811.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
1803.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1798.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
1797.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
1780.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1779.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1778.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
1764.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
1764.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1764.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
1756.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
1749.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
1736.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1736.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
1732.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
1729.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1720.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1716.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1715.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
1698.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
1696.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1693.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
1692.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
1687.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
1679.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
1675.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
1668.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1662.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
1660.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
1659.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
1652.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
1650.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
1645.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
1635.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
1629.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
1629.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
1623.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
1619.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
1618.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
1604.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
1596.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
1591.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
1589.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
1586.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
1583.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
1582.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
1578.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
1575.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
1573.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1571.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1562.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
1559.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1558.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
1556.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1554.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
1550.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
1546.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
1546.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
1541.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
1539.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
1535.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1532.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
1530.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1530.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
1525.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
1523.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
1522.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
1521.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
1512.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
1510.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
1509.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
1499.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
1499.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
1491.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
1487.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
1487.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
1483.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
1480.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
1480.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
1473.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
1472.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1469.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
1468.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
1468.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
1468.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
1465.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
1464.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
1457.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
1449.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
1447.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
1440.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1435.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
1430.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
1428.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1427.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
1425.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
1422.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1421.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
1418.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
1416.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
1414.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
1412.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
1410.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
1409.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
1408.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
1408.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
1408.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
1407.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
1405.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
1400.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1398.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
1398.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
1394.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
1392.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1387.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
1386.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
1383.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1377.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
1374.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1374.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
1370.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
1368.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
1364.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1363.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
1360.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
1358.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
1358.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
1357.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
1357.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
1356.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1355.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
1351.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
1351.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1351.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
1350.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
1348.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
1339.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1336.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
1335.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1334.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1331.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
1330.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
1329.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
1324.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
1323.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1321.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
1319.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
1319.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1319.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
1318.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
1315.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
1312.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
1311.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
1311.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
1307.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1305.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1304.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1302.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1302.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
1300.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
1300.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
1296.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1295.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1292.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
1290.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
1287.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
1287.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
1287.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
1284.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
1283.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1282.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
1279.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
1270.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
1269.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
1267.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1266.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
1265.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
1265.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
1254.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
1252.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
1247.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1245.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1238.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
1237.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
1237.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
1229.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
1227.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
1226.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
1225.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
1223.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1221.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
1218.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
1218.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
1217.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
1217.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
1214.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
1212.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
1209.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
1209.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
1206.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
1206.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
1204.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
1204.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
1203.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
1203.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
1201.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
1200.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
1199.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
1196.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
1196.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1195.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1192.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
1191.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
1190.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
1190.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1190.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1188.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
1187.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
1187.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
1185.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
1181.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
1175.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1172.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
1172.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
1172.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
1171.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
1169.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
1163.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
1159.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1158.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
1156.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1156.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
1153.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
1152.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
1152.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
1151.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
1149.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1147.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
1145.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
1144.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
1144.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
1142.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1139.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
1138.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
1138.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
1137.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1136.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1134.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
1134.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
1125.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
1116.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1115.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
1114.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
1113.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
1108.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
1105.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
1102.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
1101.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1101.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
1101.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
1098.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
1098.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
1097.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1093.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
1088.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1085.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
1084.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
1084.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
1082.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
1079.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
1078.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
1078.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
1075.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
1074.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
1073.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
1069.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
1068.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
1063.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
1059.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
1059.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
1058.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
1055.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
1055.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
1053.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
1053.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1051.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
1050.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
1049.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1047.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
1043.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
1042.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
1041.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
1040.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
1037.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
1035.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1034.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
1033.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
1031.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1027.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1027.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1024.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
1022.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
1021.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
1019.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
1018.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1015.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
1014.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
1013.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1013.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
1012.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
1011.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
1010.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
1009.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
1007.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
1002.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1001.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
1000.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
995.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
994.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
992.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
984.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
984.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
983.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
981.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
978.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
977.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
976.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
976.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
974.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
973.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
970.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
967.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
965.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
965.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
959.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
959.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
956.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
955.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
953.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
952.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
950.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
945.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
941.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
940.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
939.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
938.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
938.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
936.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
936.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
934.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
933.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
930.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
930.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
926.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
922.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
916.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
911.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
908.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
907.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
906.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
902.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
898.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
897.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
897.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
896.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
894.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
893.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
891.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
888.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
885.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
885.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
880.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
878.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
878.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
873.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
872.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
870.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
868.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
866.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
865.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
864.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
864.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
863.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
862.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
858.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
856.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
854.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
853.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
853.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
853.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
847.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
846.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
843.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
840.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
840.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
839.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
837.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
835.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
834.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
833.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
831.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
823.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
816.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
816.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
815.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
811.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
806.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
802.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
801.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
800.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
792.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
791.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
790.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
790.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
789.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
786.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
785.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
782.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
780.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
779.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
777.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
776.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
775.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
775.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
775.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
773.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
756.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
754.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
752.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
739.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
738.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
736.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
732.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
730.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
728.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
728.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
706.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
701.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
697.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
694.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
683.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
678.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
675.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
673.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
666.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
655.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
648.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
642.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
642.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
632.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
625.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
618.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
618.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
616.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
594.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
584.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
578.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
572.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
524.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
517.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
471.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
468.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
454.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
439.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
386.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
354.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
323.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
88.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RPS15 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
1139.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
4385.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
2953.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
2069.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
2016.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1976.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1975.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
1876.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
1837.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
1769.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
1759.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1711.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
1619.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
1601.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1586.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1586.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
1541.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1495.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
1495.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
1490.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
1449.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1426.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
1416.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1368.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1351.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1347.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
1347.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1340.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
1324.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1279.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
1268.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
1254.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
1218.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
1178.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
1176.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
1127.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
1109.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
1106.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
1099.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
1079.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
1071.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
1060.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
1052.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
1049.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1039.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
1039.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
1015.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
1015.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
993.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
990.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
974.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
969.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
968.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
962.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
959.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
958.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
954.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
953.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
943.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
939.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
930.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
929.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
919.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
915.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
915.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
914.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
913.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
907.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
901.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
895.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
894.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
893.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
885.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
878.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
875.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
875.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
871.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
871.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
870.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
870.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
861.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
841.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
834.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
832.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
817.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
797.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
781.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
747.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
742.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
734.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
726.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
726.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
725.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
694.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
665.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
572.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
500.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
455.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
432.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
314.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
RPS15 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
1042.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3925.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2675.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
2500.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2347.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
2243.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2181.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
2151.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2147.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
2093.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
2039.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2027.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
2014.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
2014.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1977.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1951.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1947.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
1908.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1896.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1886.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1884.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1880.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1869.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
1858.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1853.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1791.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1770.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1751.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1749.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1708.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1695.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
1686.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
1682.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
1681.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1663.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1663.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1632.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1628.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1617.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1597.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1585.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1569.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1552.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
1550.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1543.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1539.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1537.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1515.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
1515.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
1509.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1487.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1486.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1474.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
1473.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1466.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1464.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
1462.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1450.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
1442.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1405.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1394.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1382.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
1381.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1376.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
1375.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1369.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
1353.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1348.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
1346.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1346.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1345.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
1332.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1321.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1315.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1315.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1280.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1273.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
1271.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1267.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1263.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1252.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
1251.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
1250.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1243.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1239.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1236.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
1231.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
1230.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1226.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1223.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1216.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1200.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1197.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
1197.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1194.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1194.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
1189.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1171.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
1168.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1164.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
1164.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1164.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
1163.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
1160.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1159.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1155.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1150.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1142.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
1137.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1125.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1125.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1120.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1120.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1119.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1111.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1101.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
1101.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
1100.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1098.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1094.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1094.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1091.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
1085.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1082.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
1080.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1080.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1080.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
1075.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1073.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1067.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
1064.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1062.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1060.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1056.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
1049.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1049.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1047.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
1038.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
1033.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1025.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
1017.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
1010.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
1009.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
1005.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
985.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
981.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
981.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
970.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
969.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
964.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
961.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
958.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
956.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
954.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
944.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
933.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
931.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
930.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
928.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
913.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
912.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
912.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
910.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
910.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
901.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
899.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
897.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
895.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
892.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
888.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
887.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
886.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
885.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
881.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
881.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
876.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
870.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
865.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
859.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
845.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
826.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
823.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
823.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
823.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
819.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
817.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
816.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
808.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
803.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
799.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
789.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
786.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
774.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
765.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
753.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
752.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
750.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
750.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
746.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
744.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
740.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
736.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
727.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
722.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
720.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
719.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
718.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
703.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
700.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
698.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
692.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
690.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
687.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
684.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
682.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
674.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
672.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
670.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
667.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
664.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
663.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
662.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
658.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
658.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
639.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
637.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
631.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
617.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
599.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
595.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
574.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
568.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
563.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
562.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
561.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
555.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
546.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
544.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
543.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
539.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
534.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
513.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
508.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
498.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
488.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
484.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
475.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
464.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
448.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
410.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
401.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
397.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
396.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
380.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
377.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
376.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
368.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
360.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
355.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
326.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
325.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
312.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
307.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
297.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
290.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
283.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
280.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
278.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
263.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
262.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
244.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
241.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
223.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
203.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
202.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
200.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
199.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
192.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
172.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
137.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
127.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
60.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
34.3
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
0.8
CPT0012180003
Tumor
0.7
CPT0012550003
Tumor
0.7
CPT0001340003
Tumor
0.6
CPT0009000003
Tumor
0.6
CPT0079180003
Tumor
0.5
CPT0065750003
Tumor
0.5
CPT0086950003
Tumor
0.5
CPT0012900004
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0086030003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0025290003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0006630003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0010160003
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0000780007
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0077110003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0007320003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0081880003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0092790003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0065870003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0065810003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0009080003
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0000640003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0015910003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0012640003
Normal
-0.2
CPT0009060003
Tumor
-0.2
CPT0019160001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0085670003
Tumor
-0.2
CPT0088630003
Tumor
-0.2
CPT0089480003
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0078990003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0006440003
Tumor
-0.2
CPT0092800003
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0000870016
Tumor
-0.2
CPT0007470001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0064400001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0079430001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0025920001
Normal
-0.3
CPT0088640003
Normal
-0.3
CPT0001510001
Normal
-0.3
CPT0066430001
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0088570001
Normal
-0.4
CPT0001230001
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.
The Human Protein Atlas project is funded
