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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.
RPS27A 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
370.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
4301.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
991.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
821.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
695.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
639.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
620.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
517.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
497.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
493.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
471.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
464.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
442.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
438.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
423.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
416.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
412.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
412.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
392.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
380.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
377.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
375.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
373.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
366.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
353.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
334.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
331.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
330.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
328.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
328.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
323.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
318.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
311.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
311.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
310.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
307.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
300.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
298.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
290.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
279.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
240.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
231.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
218.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
204.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
181.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
167.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
161.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
161.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
158.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
157.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
150.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
132.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
132.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
125.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
111.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
100.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
98.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
94.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
92.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
90.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
75.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
69.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
67.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
64.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 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.
RPS27A is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1261.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
3092.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
3077.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
2882.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
2650.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
2648.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
2483.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
2396.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
2389.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
2353.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
2324.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
2308.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2300.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
2268.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
2184.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
2145.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
2133.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
2072.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
2066.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
2050.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
2050.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
2046.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
2046.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
2025.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
2013.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
2002.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
1994.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
1979.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
1974.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
1918.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
1918.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1898.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
1893.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
1892.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
1885.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
1881.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
1861.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
1861.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1845.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
1842.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
1840.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
1830.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
1820.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
1817.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
1815.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1801.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1795.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
1789.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
1788.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
1786.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1782.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
1777.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1769.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
1755.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
1752.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
1751.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1747.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
1745.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
1734.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
1726.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
1708.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
1707.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
1703.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
1700.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
1696.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1696.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
1695.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1694.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
1690.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
1682.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1681.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
1676.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
1675.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
1674.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1672.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
1668.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
1668.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
1667.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
1666.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
1658.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
1658.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
1658.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
1649.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
1640.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
1631.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1626.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
1622.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
1620.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
1620.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
1619.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
1616.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1616.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
1612.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
1599.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
1595.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
1592.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
1592.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
1588.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
1588.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
1586.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
1584.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
1582.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1580.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1579.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1579.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1575.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
1572.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
1571.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
1570.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
1560.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
1559.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1558.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
1556.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
1556.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
1554.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
1548.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
1547.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1543.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
1541.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
1541.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
1541.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
1538.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
1536.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
1533.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
1531.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
1528.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
1528.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
1514.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
1512.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1511.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
1510.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
1510.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
1502.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
1499.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
1498.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
1497.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
1496.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
1495.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
1490.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
1487.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
1485.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
1484.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
1479.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
1478.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1475.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1472.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
1470.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
1469.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1465.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1463.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1452.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
1451.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
1448.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
1446.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1445.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
1445.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
1444.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
1443.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
1442.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
1442.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
1441.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
1437.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
1435.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1435.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
1434.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
1432.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
1426.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
1423.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
1421.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
1420.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
1417.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
1414.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
1413.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
1412.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
1412.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
1411.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1408.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
1406.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
1403.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
1401.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
1401.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
1400.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1394.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
1392.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
1390.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1390.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
1390.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1389.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
1387.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
1383.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
1383.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1383.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
1380.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
1379.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
1379.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
1378.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
1375.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
1375.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
1370.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
1365.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
1363.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
1361.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
1360.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
1360.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1358.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
1358.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
1353.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1351.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
1351.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
1351.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
1346.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
1345.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1343.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
1342.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
1342.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1340.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
1339.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
1336.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
1335.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1333.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
1332.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
1331.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
1331.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
1329.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
1329.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
1329.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
1327.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
1326.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
1324.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
1320.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
1316.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
1316.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1312.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
1311.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1309.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
1307.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
1307.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
1301.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
1301.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
1296.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
1295.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1294.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
1290.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
1288.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
1287.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
1286.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
1285.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
1284.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
1282.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1278.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
1276.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
1275.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
1273.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1272.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
1262.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
1261.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1260.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
1260.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
1257.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
1257.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
1256.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
1253.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
1252.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
1244.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
1240.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1239.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1238.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
1238.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1237.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
1237.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
1237.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
1232.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
1232.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
1232.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
1231.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
1231.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1229.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1227.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
1222.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1219.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1217.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
1216.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1214.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
1213.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
1213.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
1212.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1208.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
1206.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1205.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
1203.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
1201.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
1200.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1199.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
1196.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
1190.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
1189.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1188.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
1185.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1184.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1183.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
1183.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1182.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
1179.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
1176.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
1175.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
1171.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
1163.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
1161.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
1161.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
1160.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
1157.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
1152.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
1151.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
1150.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
1148.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
1146.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
1141.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1140.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
1139.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1137.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1135.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1134.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
1133.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
1132.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
1129.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1128.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1126.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
1123.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
1123.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1122.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1120.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1116.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
1114.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
1112.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1110.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
1110.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
1108.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1107.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
1098.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
1094.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
1094.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
1092.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1088.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
1087.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1086.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1085.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1085.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1077.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
1075.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1073.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
1073.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
1066.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
1065.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
1063.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
1061.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
1060.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
1058.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
1057.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
1055.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
1049.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
1047.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
1045.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
1043.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1042.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1042.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1039.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
1039.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
1037.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
1034.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
1034.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1033.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
1032.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1031.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
1029.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
1023.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
1021.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1019.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
1019.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
1011.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
1010.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
1007.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
1005.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
1004.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
1003.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
1001.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
1001.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
1000.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
998.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
998.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
996.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
994.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
993.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
993.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
993.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
991.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
990.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
990.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
985.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
983.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
978.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
977.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
975.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
973.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
972.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
972.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
970.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
968.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
965.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
964.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
962.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
960.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
957.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
942.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
940.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
932.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
932.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
926.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
925.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
925.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
924.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
922.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
922.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
918.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
918.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
914.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
910.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
910.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
910.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
906.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
905.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
888.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
882.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
881.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
872.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
867.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
859.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
857.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
856.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
851.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
850.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
849.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
845.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
837.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
836.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
832.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
832.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
827.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
815.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
814.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
810.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
809.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
788.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
787.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
784.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
784.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
782.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
780.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
774.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
766.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
765.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
763.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
761.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
759.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
754.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
753.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
747.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
745.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
739.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
733.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
732.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
720.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
716.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
713.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
708.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
699.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
696.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
693.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
691.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
683.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
681.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
664.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
656.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
653.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
649.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
640.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
631.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
628.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
598.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
589.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
581.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
581.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
571.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
568.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
567.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
566.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
562.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
560.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
559.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
555.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
554.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
532.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
532.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
521.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
521.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
508.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
491.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
482.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
463.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
454.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
454.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
451.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
426.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
425.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
423.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
385.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
373.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
371.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
369.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
365.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
364.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
325.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RPS27A 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
1515.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
3198.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
3131.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
2594.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
2415.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
2372.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
2371.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
2241.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
2132.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
2101.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
2041.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
2036.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
2030.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
2029.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
2024.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
2008.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1989.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
1953.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1943.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1926.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
1882.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
1856.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
1828.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
1766.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
1744.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1729.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
1723.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
1722.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
1715.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
1698.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1682.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
1678.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
1678.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1631.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
1610.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
1602.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
1559.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
1558.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
1553.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
1540.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
1531.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
1526.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
1515.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1512.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
1511.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
1510.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
1509.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
1499.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
1492.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
1484.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1478.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
1477.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1476.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
1460.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
1443.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
1419.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
1390.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
1384.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
1357.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
1357.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
1334.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
1332.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
1302.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
1296.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
1290.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
1272.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1270.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
1269.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
1266.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
1248.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1236.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1230.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
1229.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1229.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
1219.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
1219.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1216.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1213.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
1212.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1205.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
1203.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
1181.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
1172.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
1163.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
1143.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1136.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
1102.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
1096.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
1042.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
1026.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
1021.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
1021.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
1016.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
982.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
977.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
950.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
937.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
887.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
602.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
597.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
RPS27A 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
740.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
2431.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
2427.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2285.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
2217.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2206.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
2158.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
2043.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
2020.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1884.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
1845.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
1819.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1568.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1560.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1532.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1510.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
1453.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1393.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1389.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1388.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1352.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1317.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1309.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1297.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1283.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1258.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1245.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
1243.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
1241.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1239.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
1238.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
1222.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
1222.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1221.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1217.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1187.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
1181.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1173.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1159.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
1141.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
1129.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1126.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1121.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1121.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
1120.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1106.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
1098.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1085.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1084.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1067.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1035.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
1028.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1024.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1016.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1015.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
1012.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1011.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1011.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
1008.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
1005.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
1002.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1001.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
978.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
977.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
971.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
970.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
969.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
966.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
966.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
963.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
951.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
948.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
948.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
947.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
946.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
944.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
938.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
931.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
930.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
929.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
927.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
924.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
921.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
920.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
919.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
918.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
900.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
896.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
893.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
892.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
891.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
889.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
886.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
882.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
881.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
878.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
876.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
871.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
868.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
860.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
856.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
855.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
855.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
853.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
851.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
851.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
847.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
847.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
843.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
841.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
838.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
835.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
833.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
832.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
825.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
820.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
819.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
817.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
817.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
813.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
811.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
810.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
808.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
799.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
792.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
791.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
788.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
788.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
783.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
774.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
773.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
771.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
770.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
769.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
765.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
760.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
757.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
755.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
755.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
752.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
751.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
745.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
743.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
742.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
740.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
739.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
730.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
729.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
727.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
717.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
713.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
709.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
703.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
703.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
695.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
689.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
689.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
681.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
681.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
677.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
676.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
666.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
664.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
660.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
654.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
649.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
645.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
643.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
636.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
635.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
635.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
632.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
630.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
629.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
620.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
620.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
619.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
616.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
596.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
594.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
588.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
583.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
581.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
578.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
570.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
559.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
554.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
551.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
532.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
530.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
520.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
518.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
516.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
499.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
482.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
480.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
478.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
475.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
471.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
466.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
465.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
464.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
464.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
463.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
454.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
443.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
422.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
422.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
417.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
407.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
404.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
401.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
389.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
375.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
365.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
364.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
362.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
357.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
344.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
333.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
325.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
324.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
317.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
315.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
310.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
308.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
307.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
304.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
304.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
290.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
288.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
288.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
278.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
277.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
276.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
274.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
266.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
260.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
260.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
254.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
249.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
246.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
236.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
224.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
215.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
214.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
213.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
212.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
207.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
205.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
193.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
192.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
187.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
184.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
184.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
182.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
179.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
177.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
175.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
169.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
168.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
162.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
160.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
159.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
156.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
153.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
149.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
146.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
141.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
132.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
128.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
126.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
123.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
122.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
119.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
116.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
116.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
113.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
111.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
102.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
61.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
29.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
14.4
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
0.9
CPT0078510003
Tumor
0.7
CPT0012550003
Tumor
0.6
CPT0017410003
Tumor
0.6
CPT0012900004
Tumor
0.6
CPT0092290003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0086030003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0078660003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0078530001
Normal
0.3
CPT0010160003
Tumor
0.3
CPT0024680001
Normal
0.2
CPT0071150004
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0001340003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0082010001
Normal
0.2
CPT0088760003
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0076330003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0020120003
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0012180003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0086820003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0092190003
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0023690003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0069010001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0088550004
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0084560003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0086360003
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0079380003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0000640003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0000870016
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0006900003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0002370001
Normal
-0.2
CPT0063320003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0001510001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0085670003
Tumor
-0.2
CPT0013790003
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0001180009
Tumor
-0.2
CPT0026420001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0088570001
Normal
-0.3
CPT0000660001
Normal
-0.3
CPT0065810003
Tumor
-0.3
CPT0065820001
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0015910003
Tumor
-0.3
CPT0001190001
Normal
-0.3
CPT0063330001
Normal
-0.4
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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.