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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.
MIF 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
1593.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4008.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
2802.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
2704.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2627.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
2620.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
2514.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
2379.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2292.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
2270.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
2218.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2016.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1992.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1987.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1985.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
1984.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1927.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1922.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1898.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1896.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
1875.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1873.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1804.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
1801.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
1758.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1745.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1739.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1666.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1592.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1526.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1514.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1514.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
1509.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1503.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1497.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1477.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1472.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1450.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
1412.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1387.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1367.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1314.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
1299.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1269.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1251.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
1231.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
1179.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1169.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1144.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1101.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
1087.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1080.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1069.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
1065.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1057.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1035.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
1003.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
943.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
918.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
850.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
813.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
658.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
650.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
647.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 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.
MIF is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1293.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
7359.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
7247.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
5172.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4961.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
3691.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3473.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3338.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3313.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3313.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
3080.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
3022.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
3005.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
2935.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
2929.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
2899.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2832.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
2792.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
2779.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
2722.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
2684.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2650.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
2643.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
2632.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
2588.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
2573.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
2529.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
2506.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
2386.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
2378.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
2331.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
2329.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
2327.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
2280.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
2262.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
2241.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
2220.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
2217.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
2199.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
2198.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
2188.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
2177.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
2173.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
2171.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
2164.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
2141.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
2140.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
2125.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
2124.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
2111.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
2102.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
2101.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
2101.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
2069.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
2062.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
2053.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
2052.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
2051.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
2037.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
2034.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
2033.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
2021.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1993.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1971.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
1971.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
1949.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
1939.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1932.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
1917.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
1913.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
1906.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
1904.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
1902.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
1900.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1880.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
1867.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
1864.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
1856.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1827.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
1824.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
1801.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
1795.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
1790.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1784.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
1772.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
1765.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
1765.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
1763.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
1763.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
1755.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
1749.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
1746.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1744.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
1742.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
1735.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
1721.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1710.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
1703.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
1697.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
1695.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
1688.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
1683.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
1682.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
1679.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1678.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
1677.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1675.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1668.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
1666.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
1665.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
1650.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
1645.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
1644.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
1637.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
1628.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1627.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
1627.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
1625.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1625.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
1625.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
1624.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1624.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1624.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
1617.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1610.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
1608.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
1602.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
1600.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
1591.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
1589.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
1588.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1573.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1571.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
1571.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
1569.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
1567.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
1565.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
1558.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
1554.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
1551.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
1547.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
1541.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1537.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1535.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
1529.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
1528.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
1525.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1522.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
1521.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
1517.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1513.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
1507.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
1502.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
1501.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
1498.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
1491.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
1486.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1485.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
1483.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1477.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1473.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
1471.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1466.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
1462.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
1456.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
1455.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
1448.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
1446.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
1446.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
1443.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
1441.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
1436.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
1435.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
1418.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
1403.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
1402.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
1398.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
1389.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
1388.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
1378.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
1378.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
1375.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
1374.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
1368.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1368.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
1358.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1356.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
1355.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
1354.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1352.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1352.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1349.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
1347.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
1344.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1343.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
1341.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1337.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
1334.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
1329.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
1328.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
1326.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
1318.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
1313.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
1312.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1310.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
1310.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1304.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
1299.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
1294.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
1291.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
1290.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
1283.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
1281.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
1281.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1279.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
1279.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
1278.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
1275.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
1274.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
1273.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
1265.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
1262.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
1260.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
1253.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
1248.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
1242.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
1238.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1238.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
1236.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1235.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
1235.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1234.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1231.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
1229.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
1228.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
1227.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
1227.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1222.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
1222.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
1220.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
1216.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
1215.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
1215.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
1213.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
1213.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
1211.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
1211.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
1211.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
1211.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
1210.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
1209.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
1207.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
1206.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1206.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
1202.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
1202.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
1201.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
1198.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
1197.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1195.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1195.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
1194.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
1187.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
1184.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1181.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
1178.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1177.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1175.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
1170.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
1170.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
1166.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
1166.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
1164.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
1162.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1160.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
1152.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
1148.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1142.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
1140.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
1140.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
1135.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1134.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
1132.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1130.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
1127.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
1126.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
1125.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
1125.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
1125.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
1124.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1124.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
1122.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
1118.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
1113.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1108.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
1105.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1100.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
1099.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1099.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1091.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
1086.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
1082.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
1081.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1081.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
1080.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
1076.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
1075.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
1074.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
1073.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
1071.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
1070.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
1065.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1062.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
1057.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
1055.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1048.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
1048.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1047.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
1042.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
1042.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
1040.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
1040.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
1037.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
1036.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
1035.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
1035.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
1035.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
1033.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1033.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1028.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1026.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
1024.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
1020.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1018.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
1016.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
1013.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1000.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
992.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
991.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
991.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
989.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
988.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
979.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
976.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
973.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
966.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
966.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
965.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
962.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
961.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
954.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
949.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
942.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
941.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
934.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
933.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
928.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
926.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
922.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
921.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
920.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
917.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
917.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
916.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
913.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
912.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
910.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
904.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
903.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
903.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
903.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
896.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
894.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
891.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
889.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
886.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
885.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
884.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
884.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
879.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
878.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
874.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
871.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
870.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
867.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
867.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
856.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
854.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
849.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
844.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
844.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
843.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
842.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
835.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
832.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
831.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
827.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
826.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
824.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
822.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
817.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
816.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
814.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
809.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
808.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
806.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
804.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
802.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
792.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
788.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
781.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
779.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
764.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
762.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
753.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
751.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
748.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
743.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
741.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
736.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
733.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
732.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
731.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
728.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
727.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
723.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
720.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
720.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
718.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
717.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
715.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
714.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
714.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
712.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
710.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
708.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
700.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
700.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
698.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
694.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
694.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
692.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
691.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
688.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
687.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
686.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
683.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
681.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
677.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
672.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
670.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
663.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
651.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
650.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
647.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
646.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
645.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
645.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
643.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
641.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
639.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
634.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
624.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
622.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
613.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
607.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
607.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
606.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
602.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
596.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
596.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
592.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
591.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
586.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
580.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
578.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
572.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
571.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
567.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
563.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
558.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
558.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
553.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
546.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
542.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
540.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
540.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
537.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
537.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
537.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
535.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
530.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
519.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
507.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
499.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
497.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
479.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
470.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
463.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
463.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
454.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
437.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
430.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
422.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
409.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
409.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
407.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
404.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
389.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
385.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
382.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
379.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
375.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
360.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
301.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
238.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
209.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
126.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
50.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
37.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
32.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MIF 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
1179.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
3182.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
2785.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
2750.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
2647.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
2589.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
2472.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
2359.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
2218.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
1999.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1979.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
1945.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
1858.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
1715.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
1690.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
1654.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1608.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1585.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
1565.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
1526.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
1520.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1510.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
1505.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
1457.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1444.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1439.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
1396.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
1332.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1330.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1329.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
1319.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1313.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1275.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
1267.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
1259.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
1257.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
1253.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
1249.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
1245.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
1225.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
1213.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
1193.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1168.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
1163.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
1159.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1157.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1151.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
1138.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1136.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
1100.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
1099.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
1067.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
1062.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
1061.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1047.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
1019.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
1010.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
1002.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
1000.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
987.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
956.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
935.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
931.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
929.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
927.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
925.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
920.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
917.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
906.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
904.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
876.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
862.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
837.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
837.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
835.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
824.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
809.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
795.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
783.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
777.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
762.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
758.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
752.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
733.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
731.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
731.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
705.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
693.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
691.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
691.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
673.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
626.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
622.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
463.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
443.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
425.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
281.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
205.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
185.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
170.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
MIF 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
1049.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3329.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2689.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
2535.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2440.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
2418.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
2387.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
2380.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
2339.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2315.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
2310.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
2150.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
2145.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
2118.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
2110.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
2073.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
2070.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
2027.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
1938.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
1903.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1883.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1876.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1870.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1839.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1816.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
1813.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1802.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
1801.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1789.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
1777.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
1773.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
1773.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1761.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1758.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1734.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1724.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
1689.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1676.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
1649.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1626.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1589.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
1587.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1582.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
1574.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1565.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1550.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1533.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1527.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1523.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1491.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1480.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
1475.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
1462.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
1441.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1434.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1430.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
1407.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1401.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1389.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1388.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1385.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
1382.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1377.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1368.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
1364.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1363.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1339.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
1327.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
1316.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
1303.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
1302.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
1299.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1290.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1284.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1281.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1257.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1256.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1240.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
1238.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
1221.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1212.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1202.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
1195.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1191.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1184.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
1182.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1179.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
1174.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1170.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1169.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1166.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1165.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
1159.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
1155.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1153.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1142.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1125.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
1123.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
1122.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1114.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
1097.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
1087.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
1077.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
1074.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1067.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
1060.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
1051.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
1047.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1040.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1034.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1028.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
1028.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1026.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
1025.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
1024.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
1023.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1019.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
1009.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1007.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1004.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
1002.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
1002.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1001.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1001.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
1001.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
996.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
993.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
991.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
990.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
975.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
975.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
971.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
967.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
964.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
964.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
962.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
959.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
957.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
954.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
950.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
946.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
937.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
932.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
925.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
909.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
903.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
899.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
898.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
896.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
896.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
891.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
882.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
882.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
881.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
880.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
880.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
877.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
872.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
867.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
867.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
856.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
854.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
852.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
850.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
847.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
841.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
840.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
834.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
830.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
829.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
824.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
818.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
809.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
807.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
804.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
803.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
799.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
792.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
791.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
786.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
782.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
779.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
774.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
765.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
764.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
760.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
759.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
752.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
752.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
751.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
750.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
749.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
749.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
748.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
747.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
746.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
745.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
743.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
734.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
731.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
728.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
726.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
724.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
719.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
719.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
716.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
714.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
713.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
712.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
711.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
711.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
709.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
703.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
698.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
697.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
695.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
693.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
691.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
683.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
681.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
679.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
678.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
677.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
675.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
672.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
652.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
648.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
646.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
646.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
644.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
643.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
643.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
639.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
635.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
622.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
619.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
617.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
616.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
616.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
614.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
610.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
608.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
603.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
602.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
590.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
581.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
577.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
574.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
574.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
572.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
566.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
566.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
555.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
554.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
545.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
535.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
531.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
522.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
522.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
513.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
504.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
496.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
496.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
494.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
491.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
478.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
455.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
451.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
440.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
437.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
431.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
418.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
399.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
396.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
366.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
358.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
357.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
322.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
319.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
290.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
279.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
253.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
219.3
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0009000003
Tumor
0.9
CPT0012900004
Tumor
0.8
CPT0079180003
Tumor
0.7
CPT0010160003
Tumor
0.7
CPT0077310003
Tumor
0.7
CPT0079480003
Tumor
0.7
CPT0065930003
Tumor
0.6
CPT0000640003
Tumor
0.6
CPT0015730003
Tumor
0.6
CPT0019990003
Tumor
0.6
CPT0086030003
Tumor
0.6
CPT0025880003
Tumor
0.6
CPT0012080003
Tumor
0.6
CPT0069000003
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0089460004
Tumor
0.5
CPT0006630003
Tumor
0.5
CPT0063320003
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0065750003
Tumor
0.5
CPT0014160003
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0078930003
Tumor
0.5
CPT0025110003
Tumor
0.5
CPT0076330003
Tumor
0.5
CPT0021240003
Tumor
0.5
CPT0025050003
Tumor
0.5
CPT0006900003
Tumor
0.5
CPT0025230003
Tumor
0.4
CPT0025290003
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0078830003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0087040003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0012670003
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0086820003
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0001180009
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0069160003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0092740003
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0075130003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0015910003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0086950003
Tumor
-0.1
CPT0001340003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0024680001
Normal
-0.1
CPT0026410003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0009060003
Tumor
-0.2
CPT0087050003
Normal
-0.2
CPT0086870003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0023710001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0018250001
Normal
-0.2
CPT0075720003
Tumor
-0.2
CPT0012570003
Normal
-0.2
CPT0088630003
Tumor
-0.2
CPT0014350001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0088570001
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0078940001
Normal
-0.3
CPT0066430001
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0089480003
Normal
-0.3
CPT0014470001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0013790003
Normal
-0.3
CPT0075570001
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0025920001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0017450001
Normal
-0.3
CPT0063330001
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0078670001
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0086370003
Normal
-0.4
CPT0010120001
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0066520001
Normal
-0.4
CPT0017850003
Tumor
-0.4
CPT0063640001
Normal
-0.4
CPT0088710001
Normal
-0.4
CPT0007470001
Normal
-0.4
CPT0089040001
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0077140001
Normal
-0.4
CPT0012640003
Normal
-0.4
CPT0092310003
Normal
-0.4
CPT0069190001
Normal
-0.4
CPT0088640003
Normal
-0.4
CPT0001550001
Normal
-0.4
CPT0002370001
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0079430001
Normal
-0.4
CPT0088500001
Normal
-0.4
CPT0077320001
Normal
-0.4
CPT0001190001
Normal
-0.4
CPT0079300001
Normal
-0.4
CPT0001350001
Normal
-0.5
CPT0020130001
Normal
-0.5
CPT0006530001
Normal
-0.5
CPT0092190003
Normal
-0.5
CPT0014130001
Normal
-0.5
CPT0001510001
Normal
-0.5
CPT0084590001
Normal
-0.5
CPT0000660001
Normal
-0.5
CPT0088970003
Tumor
-0.6
CPT0078800003
Tumor
-0.6
CPT0075170001
Normal
-0.6
CPT0007870001
Normal
-0.6
CPT0001230001
Normal
-0.6
CPT0001270001
Normal
-0.6
CPT0088550004
Tumor
-0.6
CPT0065820001
Normal
-0.6
CPT0012180003
Tumor
-0.7
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
