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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.
MYL6 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
1137.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1765.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
1710.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1680.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1609.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1590.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
1572.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
1498.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
1498.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
1494.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1492.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1485.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1482.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1462.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1439.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1372.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1347.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1325.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
1315.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1305.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
1298.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1293.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
1283.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
1252.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
1250.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
1246.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1244.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1244.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
1234.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
1229.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
1211.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1202.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1200.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1197.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
1153.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
1093.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1068.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1035.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
1035.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1032.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1013.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
995.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
993.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
963.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
955.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
955.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
939.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
931.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
917.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
907.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
878.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
869.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
823.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
823.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
809.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
781.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
764.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
764.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
745.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
723.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
716.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
684.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
661.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
628.8
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.
MYL6 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1590.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
8543.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3464.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
3250.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3205.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
2858.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2850.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
2727.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
2722.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
2690.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
2643.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
2636.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
2604.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
2602.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
2550.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
2534.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
2500.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
2496.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
2491.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
2473.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
2460.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
2439.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
2437.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
2426.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2408.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
2402.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
2392.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
2391.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
2387.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
2370.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
2358.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
2355.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
2352.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
2334.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
2327.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
2317.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
2307.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
2304.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
2298.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
2293.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
2278.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
2267.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
2249.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
2244.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
2244.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
2243.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
2235.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
2232.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
2198.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
2191.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
2185.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
2173.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
2171.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
2164.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
2147.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
2146.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
2145.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
2143.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
2138.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
2135.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
2135.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
2133.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
2131.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
2130.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
2127.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
2116.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
2107.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
2083.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
2075.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
2074.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
2070.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
2066.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
2057.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
2056.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
2053.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
2049.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
2043.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
2038.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
2031.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
2030.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
2027.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
2023.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
2018.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
2018.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
2015.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
2014.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
2007.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
2003.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
2002.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
1998.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1986.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
1985.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1982.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
1980.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1977.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1969.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
1968.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
1967.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
1967.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
1963.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
1962.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
1961.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
1958.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
1957.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
1952.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
1951.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1949.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
1949.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
1947.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1939.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
1938.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1932.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
1930.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
1930.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
1927.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
1924.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
1923.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
1919.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
1917.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1912.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
1905.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
1899.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
1898.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1898.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
1893.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1893.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
1887.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
1887.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
1886.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
1882.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
1876.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
1871.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
1861.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
1858.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1856.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
1856.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1851.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
1849.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
1848.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1846.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
1846.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
1842.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
1839.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
1838.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
1836.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1833.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
1827.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
1822.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
1818.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
1818.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1815.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
1811.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
1811.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
1809.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1805.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
1805.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
1803.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1802.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
1799.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
1799.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1791.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1789.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1787.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
1783.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
1780.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
1774.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
1771.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
1770.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
1768.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
1768.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
1762.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1761.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
1756.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
1753.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
1752.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
1748.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1746.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1743.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
1740.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
1737.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
1737.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1736.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
1726.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1725.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
1724.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
1718.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
1714.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
1712.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
1711.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
1709.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
1709.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
1708.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1702.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
1702.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
1694.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
1694.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
1694.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
1693.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
1693.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1691.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
1689.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1684.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1684.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
1682.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
1679.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1679.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
1678.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
1675.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
1671.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
1670.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
1667.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
1664.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
1663.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
1662.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1657.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
1655.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
1648.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
1646.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
1638.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
1637.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
1634.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
1634.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
1632.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
1632.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
1630.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
1625.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
1624.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
1623.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
1615.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
1607.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
1607.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1607.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1601.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
1596.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1596.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
1595.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1592.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
1591.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
1589.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
1588.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1588.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1588.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1581.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
1580.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
1578.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
1576.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
1573.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
1570.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
1568.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
1563.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
1554.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1554.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1551.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1549.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
1548.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
1545.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
1541.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
1541.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1541.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
1540.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1536.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
1533.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
1533.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
1532.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
1529.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
1511.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1511.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1510.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
1507.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
1506.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
1503.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
1503.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1500.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
1499.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
1497.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
1496.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
1495.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
1494.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
1494.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1492.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
1491.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
1491.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
1488.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
1485.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
1482.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1482.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
1479.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
1479.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
1478.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
1477.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
1477.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
1471.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
1471.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
1471.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1466.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
1466.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1462.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
1459.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
1459.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
1455.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
1454.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1452.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
1451.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
1450.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
1450.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
1449.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
1448.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
1445.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
1442.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1441.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
1440.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
1439.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
1439.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
1439.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
1437.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
1433.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
1432.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
1431.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1431.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
1429.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
1428.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
1427.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
1426.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
1425.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
1418.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
1418.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
1416.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
1411.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
1403.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1401.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
1399.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1398.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
1397.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
1397.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
1396.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
1396.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1395.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
1392.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
1388.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
1387.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
1385.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1383.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
1383.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
1381.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
1379.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1378.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
1374.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1368.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
1368.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
1366.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
1364.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
1361.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
1360.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
1358.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1357.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
1354.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
1349.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
1348.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
1347.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
1346.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
1344.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
1344.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
1343.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1340.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
1339.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
1334.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
1334.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
1333.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
1327.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1327.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
1326.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
1324.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1323.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
1315.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
1314.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
1313.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
1309.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
1309.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
1305.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
1301.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
1300.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1294.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
1288.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
1279.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
1276.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
1276.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
1270.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1265.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
1262.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
1262.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
1258.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1256.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1254.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
1254.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
1253.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
1253.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
1251.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1251.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1248.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
1247.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
1245.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
1245.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
1242.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
1234.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
1231.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
1229.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
1227.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1222.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
1220.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
1218.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
1217.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
1213.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
1211.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
1210.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1207.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
1206.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
1201.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
1198.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1194.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
1190.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
1189.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1185.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
1185.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
1181.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1180.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
1176.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
1174.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
1172.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
1168.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
1162.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
1159.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
1158.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
1158.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
1157.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
1155.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1154.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
1153.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
1151.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
1150.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
1148.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
1144.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
1140.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
1131.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
1129.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
1121.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1119.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
1118.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
1116.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
1116.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
1115.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
1102.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
1098.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
1094.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1093.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1092.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
1092.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
1087.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
1073.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1070.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
1063.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
1061.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
1060.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
1059.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
1056.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1047.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
1047.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1040.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
1027.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
1026.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
1016.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
1013.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1012.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
1010.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
1006.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
1005.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
1005.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
1000.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
991.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
984.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
977.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
970.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
955.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
950.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
949.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
938.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
937.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
934.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
930.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
909.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
909.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
897.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
894.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
893.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
892.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
887.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
882.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
879.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
876.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
872.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
868.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
853.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
851.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
849.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
813.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
810.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
808.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
803.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
784.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
754.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
748.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
730.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
697.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
671.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
651.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
635.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
572.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
505.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
493.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
493.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
477.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
398.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
MYL6 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
1311.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
2609.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
2494.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
2160.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
2086.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
1855.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
1851.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1844.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1792.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
1762.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
1748.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
1730.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
1704.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
1611.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
1576.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
1563.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
1559.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
1554.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1526.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1526.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
1519.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
1509.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
1484.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
1478.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
1476.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
1445.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
1434.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
1426.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
1410.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1398.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1392.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
1378.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
1377.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1370.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
1369.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
1354.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
1353.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
1342.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
1340.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
1338.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
1335.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1326.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
1325.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
1325.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
1316.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
1315.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1296.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
1292.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
1283.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
1278.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1274.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
1270.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
1265.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
1264.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
1254.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
1246.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
1223.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
1220.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
1198.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1197.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1185.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1178.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
1172.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
1171.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1170.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1166.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
1158.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
1150.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
1137.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
1128.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
1126.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
1123.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
1122.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1121.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
1116.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
1115.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
1112.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
1108.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
1101.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
1099.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1069.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
1057.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
1053.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
1051.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
1042.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
1035.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
1019.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
1017.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
1005.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
998.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
990.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
978.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
961.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
932.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
931.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
881.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
860.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
842.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
836.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
825.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
MYL6 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
1817.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
4378.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
4108.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
3951.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3791.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
3554.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
3303.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
3239.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3169.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3084.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3074.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
3034.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
2980.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
2976.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2923.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
2890.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
2858.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
2796.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
2778.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
2737.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
2699.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2686.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2679.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
2677.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
2671.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
2653.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
2621.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
2620.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
2583.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
2579.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
2576.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
2560.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
2552.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
2539.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
2534.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
2517.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
2506.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
2503.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
2492.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
2469.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
2468.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
2444.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
2440.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
2426.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
2425.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
2424.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
2418.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
2412.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
2407.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
2405.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
2399.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
2393.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
2393.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
2383.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
2379.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
2369.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
2365.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
2365.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
2351.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
2348.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
2344.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
2326.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
2303.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
2296.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
2285.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
2283.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
2282.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
2272.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
2262.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
2260.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
2253.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
2250.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
2248.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
2234.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
2226.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
2199.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
2198.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
2188.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
2182.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
2177.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
2177.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
2167.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
2161.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
2153.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
2153.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
2138.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
2134.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
2098.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
2086.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
2080.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
2080.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
2072.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
2069.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
2059.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
2054.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
2040.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
2038.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
2025.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
2023.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
2017.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
2014.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
2012.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
2002.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1997.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1983.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1980.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
1957.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1955.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
1954.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
1944.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1932.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1929.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
1898.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1891.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1886.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1886.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1884.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
1866.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1849.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
1843.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
1842.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
1820.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1818.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
1810.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
1808.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
1797.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1776.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1762.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
1752.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
1752.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
1751.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1739.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
1737.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
1731.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
1728.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
1727.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
1723.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1717.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
1711.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1711.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
1708.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
1708.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1700.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1695.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
1689.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
1686.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1680.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
1678.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1675.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
1668.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
1667.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
1666.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1665.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1658.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
1656.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1651.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
1648.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1647.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
1643.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
1640.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1633.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1626.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1626.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1624.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1623.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1620.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
1617.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1614.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
1595.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1584.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
1582.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1579.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
1577.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
1575.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1574.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
1573.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
1566.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1564.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1564.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
1562.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
1561.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1557.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
1550.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
1542.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
1542.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
1537.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
1527.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1515.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
1515.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
1510.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
1505.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
1504.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
1500.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
1498.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
1497.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
1495.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
1483.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
1481.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1474.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
1464.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
1461.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1459.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
1458.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1457.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1454.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1451.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
1423.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1421.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1419.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
1417.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
1416.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1410.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
1405.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
1402.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
1386.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
1381.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1379.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
1365.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
1364.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
1361.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1349.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1341.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
1339.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
1331.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
1326.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1324.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
1320.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
1316.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
1315.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
1303.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
1298.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
1290.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
1278.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1274.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
1271.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
1268.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
1255.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1244.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1234.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
1229.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
1228.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1218.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
1198.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
1191.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
1158.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
1149.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
1130.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
1127.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
1106.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
1093.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
1089.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
1078.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
1068.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1065.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1060.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1058.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1038.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
1015.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
996.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
974.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
972.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
961.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
959.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
954.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
946.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
924.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
878.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
869.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
852.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
850.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
846.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
844.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
827.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
807.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
806.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
766.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
759.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
697.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
660.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
655.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
591.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
587.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
530.2
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0066480003
Tumor
1.3
CPT0011240003
Tumor
1.3
CPT0075560003
Tumor
1.0
CPT0010120001
Normal
1.0
CPT0079510001
Normal
0.8
CPT0084560003
Tumor
0.8
CPT0092190003
Normal
0.7
CPT0015910003
Tumor
0.6
CPT0021240003
Tumor
0.6
CPT0002370001
Normal
0.6
CPT0025170003
Tumor
0.6
CPT0077490003
Tumor
0.6
CPT0088630003
Tumor
0.5
CPT0024680001
Normal
0.5
CPT0017410003
Tumor
0.5
CPT0017850003
Tumor
0.5
CPT0069000003
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0007320003
Tumor
0.5
CPT0084590001
Normal
0.4
CPT0079180003
Tumor
0.4
CPT0086970003
Normal
0.4
CPT0025290003
Tumor
0.4
CPT0077320001
Normal
0.4
CPT0086870003
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0075720003
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0078530001
Normal
0.3
CPT0001270001
Normal
0.3
CPT0000640003
Tumor
0.3
CPT0019160001
Normal
0.3
CPT0069190001
Normal
0.3
CPT0092730003
Tumor
0.3
CPT0014470001
Normal
0.3
CPT0092790003
Tumor
0.3
CPT0000660001
Normal
0.3
CPT0075170001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0079380003
Tumor
0.3
CPT0018250001
Normal
0.3
CPT0020120003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0086830003
Normal
0.2
CPT0066520001
Normal
0.2
CPT0065930003
Tumor
0.2
CPT0012920003
Normal
0.2
CPT0020020001
Normal
0.2
CPT0007470001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0012080003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0001180009
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0001190001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0087040003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0071150004
Tumor
0.0
CPT0069160003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0010170001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0002350011
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0000870016
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0009060003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0078930003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0086820003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0012550003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0014450004
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0081880003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0088640003
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0077110003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0023350003
Tumor
-0.2
CPT0009000003
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0092740003
Normal
-0.3
CPT0078990003
Tumor
-0.3
CPT0078830003
Tumor
-0.3
CPT0065450001
Normal
-0.3
CPT0025110003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0088920001
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0001540009
Tumor
-0.3
CPT0001350001
Normal
-0.3
CPT0087050003
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0086950003
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0001340003
Tumor
-0.3
CPT0002270011
Tumor
-0.3
CPT0000790001
Normal
-0.3
CPT0026410003
Tumor
-0.3
CPT0088780001
Normal
-0.4
CPT0088970003
Tumor
-0.4
CPT0011410003
Tumor
-0.6
CPT0078800003
Tumor
-0.6
CPT0012180003
Tumor
-0.6
CPT0015730003
Tumor
-0.6
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.