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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.
RPS5 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
728.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2483.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
1996.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1406.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1192.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1172.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1111.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1110.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1109.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1086.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1042.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1040.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1024.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
986.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
945.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
941.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
934.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
827.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
827.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
823.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
820.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
797.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
792.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
785.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
777.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
771.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
766.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
763.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
753.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
752.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
723.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
714.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
676.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
655.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
635.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
619.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
617.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
594.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
590.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
582.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
563.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
561.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
548.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
524.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
521.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
507.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
500.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
494.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
474.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
470.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
469.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
459.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
453.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
416.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
401.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
399.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
387.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
379.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
351.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
346.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
300.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
272.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
248.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
154.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RPS5 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1070.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7503.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
4527.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4035.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
3515.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
2871.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
2791.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
2783.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
2762.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
2624.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
2501.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
2480.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
2307.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
2295.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
2231.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
2207.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
2164.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2151.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
2124.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
2093.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
2019.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
2002.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
1957.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
1955.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1953.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
1951.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
1850.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1849.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
1845.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1830.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
1738.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
1734.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
1724.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
1723.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
1723.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
1717.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1708.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
1681.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1670.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
1645.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1643.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
1628.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
1619.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1605.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
1599.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
1595.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
1579.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1554.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
1539.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
1538.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
1537.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
1535.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
1534.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
1516.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
1513.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
1498.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1498.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
1495.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
1492.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
1492.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
1487.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1486.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
1484.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
1481.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
1477.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1474.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
1472.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
1470.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1467.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
1464.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
1461.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
1454.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
1454.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
1451.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
1449.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1448.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
1445.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
1442.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
1419.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
1416.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
1413.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
1403.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
1401.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
1396.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1391.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
1386.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
1369.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
1367.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
1365.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
1363.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
1360.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
1357.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
1356.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
1352.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
1350.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
1350.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1350.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
1349.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
1347.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
1347.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
1345.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1341.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
1337.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
1335.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1331.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
1329.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
1329.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
1327.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1321.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
1319.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1319.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
1319.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
1313.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
1312.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
1310.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
1309.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
1308.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
1303.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
1303.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
1301.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
1300.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1292.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
1289.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1288.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1285.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
1284.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1282.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
1277.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1275.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
1274.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
1271.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
1270.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
1268.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
1267.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
1266.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
1265.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
1262.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
1253.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
1246.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
1245.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
1244.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
1238.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
1237.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1235.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1233.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1233.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
1233.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
1230.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1229.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
1229.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
1227.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
1227.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
1218.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
1209.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
1208.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1208.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
1204.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
1202.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
1199.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1196.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
1195.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
1194.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
1192.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
1184.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1182.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
1182.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1181.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
1181.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
1178.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
1175.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
1175.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
1174.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1173.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1170.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
1166.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
1163.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
1163.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
1162.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
1162.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
1161.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
1159.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
1158.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1154.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
1142.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
1138.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
1137.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
1137.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
1133.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1131.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
1129.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
1119.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
1112.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
1111.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
1111.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
1108.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1108.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
1103.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
1102.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
1101.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1098.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1097.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
1097.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
1093.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
1093.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
1091.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
1090.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
1087.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1087.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
1083.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
1082.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
1080.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
1079.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
1078.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
1077.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
1076.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
1075.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
1075.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
1074.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
1070.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1070.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
1069.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
1068.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1064.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
1062.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1061.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1059.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1056.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1052.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
1051.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1051.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
1050.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
1050.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
1047.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
1046.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
1044.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1043.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
1042.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
1040.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1037.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
1035.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
1031.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1031.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
1027.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
1022.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
1020.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
1014.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1013.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
1009.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
1006.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1005.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
1005.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
999.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
998.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
996.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
995.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
995.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
992.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
992.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
990.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
987.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
980.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
975.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
971.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
970.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
969.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
967.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
967.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
967.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
967.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
965.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
965.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
964.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
962.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
959.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
957.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
952.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
951.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
949.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
945.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
944.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
943.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
943.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
941.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
939.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
934.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
934.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
932.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
932.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
930.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
929.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
929.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
928.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
924.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
922.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
920.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
920.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
917.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
916.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
914.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
913.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
912.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
909.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
908.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
907.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
907.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
906.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
903.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
902.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
901.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
900.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
897.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
896.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
896.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
890.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
889.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
888.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
884.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
883.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
877.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
874.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
871.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
871.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
869.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
868.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
868.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
866.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
864.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
863.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
863.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
861.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
860.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
860.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
859.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
859.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
851.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
850.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
850.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
849.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
847.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
846.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
841.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
841.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
837.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
837.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
836.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
836.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
833.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
830.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
829.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
828.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
828.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
828.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
827.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
824.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
820.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
820.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
818.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
816.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
814.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
814.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
814.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
813.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
811.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
811.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
811.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
810.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
810.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
809.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
809.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
808.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
801.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
800.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
799.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
796.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
796.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
795.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
794.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
783.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
778.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
776.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
774.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
774.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
774.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
773.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
772.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
772.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
767.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
767.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
764.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
760.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
760.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
759.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
759.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
758.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
756.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
755.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
753.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
753.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
753.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
752.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
749.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
749.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
749.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
749.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
743.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
741.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
739.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
738.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
738.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
738.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
737.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
737.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
735.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
731.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
730.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
730.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
727.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
722.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
722.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
717.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
716.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
714.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
714.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
712.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
711.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
711.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
709.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
707.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
705.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
703.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
701.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
699.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
698.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
697.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
694.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
688.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
688.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
687.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
687.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
678.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
677.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
673.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
667.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
665.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
662.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
660.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
656.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
656.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
654.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
652.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
652.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
649.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
647.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
644.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
644.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
642.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
641.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
636.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
635.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
634.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
630.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
624.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
617.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
617.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
612.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
612.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
607.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
605.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
605.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
603.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
602.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
600.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
596.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
589.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
584.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
584.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
574.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
566.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
565.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
557.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
553.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
552.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
551.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
549.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
528.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
519.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
515.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
501.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
490.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
476.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
474.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
471.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
469.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
468.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
458.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
455.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
452.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
450.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
444.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
443.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
443.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
439.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
438.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
431.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
430.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
430.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
428.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
427.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
425.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
418.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
414.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
409.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
407.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
400.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
386.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
373.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
351.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
306.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
260.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
258.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
67.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RPS5 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
965.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
3032.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
2126.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1829.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
1776.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1713.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
1673.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
1614.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
1575.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
1480.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
1421.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
1418.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
1384.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1381.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1373.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
1356.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1326.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1280.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1230.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
1222.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
1197.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
1197.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1195.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1169.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
1142.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1131.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
1126.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1061.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
1052.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
1039.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1031.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
1023.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1018.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
984.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
974.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
957.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
952.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
951.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
940.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
940.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
930.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
923.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
922.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
922.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
916.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
907.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
907.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
900.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
889.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
883.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
868.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
863.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
862.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
859.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
858.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
846.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
846.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
841.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
840.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
832.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
822.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
821.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
803.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
799.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
793.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
788.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
780.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
779.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
771.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
766.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
748.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
735.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
731.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
730.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
726.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
723.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
717.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
716.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
715.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
712.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
711.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
709.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
704.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
703.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
688.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
666.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
665.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
663.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
635.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
629.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
620.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
615.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
609.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
609.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
583.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
547.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
463.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
458.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
443.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
364.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
RPS5 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
749.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
3107.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2529.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2188.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
2000.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1957.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1838.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1665.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
1656.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
1648.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1478.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
1466.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1423.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1418.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
1415.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1407.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
1376.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1370.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1363.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1344.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1341.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1322.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1322.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
1272.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
1242.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1222.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1205.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1193.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1171.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1171.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
1140.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
1139.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1131.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1129.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1126.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1126.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1107.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1101.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1068.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1066.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1045.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
1042.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1018.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
1010.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1010.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
1009.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
989.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
986.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
976.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
974.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
968.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
962.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
960.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
958.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
955.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
952.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
941.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
936.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
934.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
934.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
934.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
932.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
927.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
925.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
921.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
915.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
915.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
911.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
910.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
909.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
908.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
904.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
892.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
890.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
890.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
881.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
871.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
871.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
869.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
863.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
860.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
858.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
855.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
854.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
849.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
839.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
834.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
826.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
822.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
809.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
808.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
806.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
799.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
798.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
796.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
794.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
793.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
793.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
792.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
787.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
785.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
783.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
779.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
777.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
773.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
772.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
771.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
771.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
766.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
760.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
759.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
758.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
758.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
748.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
745.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
743.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
740.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
734.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
730.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
727.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
726.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
725.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
721.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
720.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
719.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
718.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
718.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
715.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
710.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
706.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
701.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
701.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
700.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
700.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
699.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
697.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
689.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
682.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
681.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
680.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
679.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
678.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
674.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
673.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
672.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
667.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
659.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
657.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
656.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
646.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
645.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
643.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
642.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
637.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
632.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
630.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
627.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
627.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
625.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
625.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
622.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
621.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
617.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
616.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
614.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
612.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
611.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
605.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
603.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
603.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
601.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
598.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
597.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
594.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
587.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
581.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
578.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
577.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
575.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
574.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
571.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
570.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
570.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
570.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
567.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
565.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
565.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
564.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
560.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
556.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
553.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
550.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
550.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
549.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
548.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
547.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
540.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
538.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
538.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
538.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
538.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
536.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
535.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
535.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
534.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
531.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
530.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
529.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
529.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
528.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
527.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
523.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
521.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
518.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
517.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
515.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
514.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
512.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
502.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
501.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
500.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
499.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
499.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
495.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
493.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
488.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
488.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
484.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
483.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
482.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
481.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
479.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
477.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
474.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
472.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
468.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
468.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
467.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
462.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
462.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
457.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
456.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
449.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
442.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
440.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
439.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
436.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
433.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
433.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
429.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
429.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
425.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
422.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
421.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
420.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
410.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
405.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
402.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
401.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
386.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
377.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
376.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
375.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
369.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
365.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
364.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
359.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
349.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
345.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
327.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
325.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
320.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
315.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
314.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
308.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
285.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
273.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
267.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
252.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
244.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
186.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
157.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
153.4
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.7
CPT0023350003
Tumor
0.6
CPT0084560003
Tumor
0.6
CPT0012180003
Tumor
0.6
CPT0077320001
Normal
0.5
CPT0025290003
Tumor
0.5
CPT0001180009
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0088970003
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0088550004
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0000640003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0025110003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0017410003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0017450001
Normal
0.3
CPT0075170001
Normal
0.3
CPT0077110003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0086870003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0075570001
Normal
0.2
CPT0065930003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0086970003
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0086830003
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0010160003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0069160003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0069010001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0002370001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0018250001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0001550001
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0064400001
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0001230001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0012550003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0092790003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0078660003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0081620001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0078930003
Tumor
-0.2
CPT0006530001
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0025610001
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0063320003
Tumor
-0.2
CPT0065450001
Normal
-0.2
CPT0012370003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0020020001
Normal
-0.2
CPT0014160003
Tumor
-0.2
CPT0013790003
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0009060003
Tumor
-0.2
CPT0001510001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0078830003
Tumor
-0.2
CPT0006730001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0006950001
Normal
-0.3
CPT0064370003
Tumor
-0.3
CPT0077490003
Tumor
-0.3
CPT0092800003
Normal
-0.3
CPT0078530001
Normal
-0.3
CPT0087040003
Tumor
-0.3
CPT0071150004
Tumor
-0.3
CPT0020130001
Normal
-0.3
CPT0012900004
Tumor
-0.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
