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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.
S100A10 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
228.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
951.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
719.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
580.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
458.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
456.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
389.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
370.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
363.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
351.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
349.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
347.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
328.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
321.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
315.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
307.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
301.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
285.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
276.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
266.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
256.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
250.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
240.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
235.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
223.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
222.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
220.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
215.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
211.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
209.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
196.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
193.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
192.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
190.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
185.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
181.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
181.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
180.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
177.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
173.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
159.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
157.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
157.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
150.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
145.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
139.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
132.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
131.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
129.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
129.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
118.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
117.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
113.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
110.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
99.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
97.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
95.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
93.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
92.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
89.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
84.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
70.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
59.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 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.
S100A10 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
778.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
2967.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
2938.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
2421.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
2052.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1997.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1967.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
1947.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
1932.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1890.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
1837.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1702.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1673.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1651.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1592.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
1571.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1564.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1553.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1532.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
1529.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1514.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
1513.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1492.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
1485.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
1462.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
1444.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
1440.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1402.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1401.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
1392.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
1381.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1357.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1324.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
1324.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
1317.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
1310.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
1296.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1271.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
1268.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1260.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
1244.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1221.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
1207.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
1202.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
1200.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
1196.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1185.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
1179.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
1176.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
1163.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1163.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
1158.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1154.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
1152.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1149.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
1143.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1139.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
1137.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1135.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1130.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
1127.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
1119.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1118.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
1113.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
1112.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
1102.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1092.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
1090.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1082.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
1077.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1075.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1066.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
1066.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
1062.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
1062.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1057.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
1053.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
1052.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1050.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1048.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
1047.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
1047.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
1045.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
1042.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
1036.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
1035.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1033.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
1032.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
1030.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
1023.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
1020.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1018.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1008.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1006.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
1002.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
1001.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
999.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
997.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
989.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
988.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
987.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
986.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
983.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
983.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
982.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
981.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
977.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
976.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
975.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
970.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
969.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
969.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
961.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
955.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
954.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
952.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
947.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
944.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
943.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
942.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
942.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
939.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
937.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
936.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
934.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
932.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
931.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
931.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
931.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
930.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
929.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
928.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
923.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
922.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
921.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
919.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
917.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
917.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
916.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
916.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
916.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
916.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
912.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
906.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
904.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
903.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
897.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
896.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
895.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
893.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
891.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
890.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
888.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
886.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
882.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
880.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
879.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
877.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
876.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
876.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
871.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
870.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
869.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
868.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
867.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
866.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
865.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
858.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
856.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
855.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
854.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
854.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
850.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
850.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
849.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
844.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
843.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
842.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
841.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
838.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
838.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
838.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
835.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
834.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
833.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
832.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
830.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
829.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
824.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
823.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
822.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
822.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
820.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
820.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
819.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
817.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
816.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
816.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
815.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
815.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
812.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
812.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
810.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
806.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
805.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
801.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
800.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
799.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
798.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
797.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
795.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
794.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
791.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
791.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
789.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
786.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
785.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
784.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
784.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
783.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
782.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
780.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
780.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
779.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
778.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
778.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
777.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
771.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
767.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
766.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
766.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
765.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
765.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
765.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
764.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
763.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
762.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
762.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
762.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
760.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
759.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
757.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
755.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
755.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
754.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
753.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
748.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
746.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
745.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
744.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
744.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
741.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
740.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
740.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
736.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
736.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
734.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
732.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
731.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
731.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
726.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
726.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
725.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
724.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
724.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
723.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
723.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
722.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
721.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
719.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
718.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
718.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
717.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
717.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
713.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
712.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
711.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
710.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
708.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
708.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
707.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
706.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
706.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
703.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
702.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
701.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
700.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
699.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
697.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
695.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
695.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
693.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
691.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
691.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
690.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
689.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
686.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
686.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
686.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
683.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
681.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
680.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
680.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
679.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
677.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
676.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
676.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
676.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
675.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
673.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
671.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
670.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
669.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
665.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
665.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
664.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
664.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
663.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
663.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
663.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
662.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
657.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
651.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
649.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
647.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
647.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
643.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
642.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
639.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
639.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
637.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
635.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
634.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
633.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
633.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
633.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
630.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
628.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
626.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
626.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
626.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
625.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
623.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
622.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
619.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
618.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
617.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
617.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
615.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
614.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
613.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
611.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
608.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
605.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
601.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
600.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
598.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
598.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
598.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
596.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
595.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
594.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
592.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
592.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
592.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
590.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
588.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
584.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
583.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
583.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
582.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
580.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
578.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
578.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
577.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
575.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
575.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
574.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
573.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
571.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
569.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
569.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
566.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
565.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
565.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
563.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
563.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
561.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
558.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
558.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
558.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
557.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
555.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
552.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
552.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
547.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
546.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
543.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
537.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
536.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
535.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
535.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
534.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
533.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
532.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
531.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
529.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
528.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
527.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
526.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
525.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
525.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
525.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
523.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
522.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
521.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
520.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
520.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
519.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
518.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
517.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
517.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
514.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
513.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
512.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
509.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
507.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
507.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
506.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
506.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
506.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
505.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
502.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
502.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
502.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
501.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
501.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
499.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
497.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
496.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
493.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
492.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
490.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
489.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
488.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
483.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
483.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
482.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
478.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
476.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
475.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
473.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
472.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
472.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
471.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
467.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
466.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
464.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
462.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
446.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
446.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
444.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
443.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
443.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
442.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
438.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
435.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
433.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
432.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
431.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
425.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
424.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
423.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
423.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
421.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
419.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
419.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
418.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
418.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
418.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
415.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
412.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
408.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
406.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
404.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
403.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
384.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
379.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
371.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
356.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
355.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
352.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
351.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
349.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
340.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
340.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
340.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
334.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
334.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
328.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
309.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
308.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
283.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
281.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
271.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
270.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
263.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
260.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
249.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
244.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
242.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
241.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
237.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
221.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
220.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
200.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
164.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
153.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
145.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
106.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
100.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 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.
S100A10 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
795.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
2247.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
2023.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1505.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1318.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
1316.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1302.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1269.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
1162.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
1123.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
1116.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1108.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
1087.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
1087.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
1077.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
1063.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1039.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1036.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
1018.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
983.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
965.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
961.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
939.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
932.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
927.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
921.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
915.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
900.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
884.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
883.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
860.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
853.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
830.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
826.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
826.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
824.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
821.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
819.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
811.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
811.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
796.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
796.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
790.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
790.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
782.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
770.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
770.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
760.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
758.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
757.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
756.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
745.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
728.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
711.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
709.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
708.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
702.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
700.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
697.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
693.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
690.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
687.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
686.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
682.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
680.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
672.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
663.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
662.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
662.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
656.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
656.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
644.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
644.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
623.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
619.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
618.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
617.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
614.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
602.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
599.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
592.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
588.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
557.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
555.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
554.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
551.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
551.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
534.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
532.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
528.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
526.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
522.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
512.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
503.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
495.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
466.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
466.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
444.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
304.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
304.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
S100A10 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
634.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2687.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2555.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1888.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
1497.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1369.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
1346.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
1284.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
1216.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
1192.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1160.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1096.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
1092.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1069.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1053.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
1052.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
1043.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1042.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1042.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
1038.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1027.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1023.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1005.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
999.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
997.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
996.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
994.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
990.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
988.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
985.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
976.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
974.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
974.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
971.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
968.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
960.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
958.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
957.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
953.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
948.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
947.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
942.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
937.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
933.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
920.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
917.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
916.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
916.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
898.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
893.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
886.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
884.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
871.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
867.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
860.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
848.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
845.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
842.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
833.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
829.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
828.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
826.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
824.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
824.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
824.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
819.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
818.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
812.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
811.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
811.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
809.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
803.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
800.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
797.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
797.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
794.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
791.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
788.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
786.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
782.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
773.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
770.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
757.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
755.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
752.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
750.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
749.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
748.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
748.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
744.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
743.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
737.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
735.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
733.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
732.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
731.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
728.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
725.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
722.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
719.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
716.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
713.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
713.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
710.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
705.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
700.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
699.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
699.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
692.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
689.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
688.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
682.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
668.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
666.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
664.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
655.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
654.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
653.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
651.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
649.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
648.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
646.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
645.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
644.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
643.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
642.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
641.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
640.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
640.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
631.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
626.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
626.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
619.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
618.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
616.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
616.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
615.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
603.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
599.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
599.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
594.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
593.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
592.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
592.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
592.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
591.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
586.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
584.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
579.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
579.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
577.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
572.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
565.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
564.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
562.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
562.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
561.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
561.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
560.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
555.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
553.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
544.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
542.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
540.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
539.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
539.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
538.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
537.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
535.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
535.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
531.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
529.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
529.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
526.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
524.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
521.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
519.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
516.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
514.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
514.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
514.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
513.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
512.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
511.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
508.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
506.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
499.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
489.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
489.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
482.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
476.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
474.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
473.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
472.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
469.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
468.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
467.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
464.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
464.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
459.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
446.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
446.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
445.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
444.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
441.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
438.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
437.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
432.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
431.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
430.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
430.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
427.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
425.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
424.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
419.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
410.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
408.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
404.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
395.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
394.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
393.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
389.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
387.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
386.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
377.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
377.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
372.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
370.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
368.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
364.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
363.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
363.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
362.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
358.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
357.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
354.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
353.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
352.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
351.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
351.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
348.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
343.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
342.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
341.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
340.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
337.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
330.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
326.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
325.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
324.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
322.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
304.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
303.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
298.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
297.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
296.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
296.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
292.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
292.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
283.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
265.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
257.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
252.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
252.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
245.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
243.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
240.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
227.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
226.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
225.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
221.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
205.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
198.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
197.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
192.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
188.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
169.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
166.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
166.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
124.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
105.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
94.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
21.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0084560003
Tumor
1.9
CPT0069160003
Tumor
1.6
CPT0014450004
Tumor
1.2
CPT0017850003
Tumor
1.0
CPT0025050003
Tumor
0.9
CPT0063630003
Tumor
0.9
CPT0076330003
Tumor
0.8
CPT0069000003
Tumor
0.8
CPT0077320001
Normal
0.8
CPT0017410003
Tumor
0.8
CPT0012180003
Tumor
0.8
CPT0086950003
Tumor
0.8
CPT0092290003
Tumor
0.8
CPT0024670003
Tumor
0.7
CPT0077490003
Tumor
0.7
CPT0021240003
Tumor
0.7
CPT0081880003
Tumor
0.7
CPT0078510003
Tumor
0.7
CPT0081990003
Tumor
0.6
CPT0009000003
Tumor
0.6
CPT0012280003
Tumor
0.6
CPT0001180009
Tumor
0.6
CPT0001340003
Tumor
0.6
CPT0079410003
Tumor
0.5
CPT0012370003
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0014160003
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0078800003
Tumor
0.4
CPT0079510001
Normal
0.3
CPT0019990003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0019130003
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0092730003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0086030003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0081600003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0075720003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0088550004
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0085670003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0000660001
Normal
-0.2
CPT0002350011
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0075570001
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0078930003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0014470001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0000870016
Tumor
-0.2
CPT0012290003
Normal
-0.2
CPT0089460004
Tumor
-0.2
CPT0002270011
Tumor
-0.3
CPT0010120001
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0015910003
Tumor
-0.3
CPT0079180003
Tumor
-0.3
CPT0079300001
Normal
-0.3
CPT0065870003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0025880003
Tumor
-0.3
CPT0017450001
Normal
-0.3
CPT0009080003
Normal
-0.3
CPT0001510001
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0088690003
Tumor
-0.3
CPT0025920001
Normal
-0.3
CPT0023360001
Normal
-0.3
CPT0088570001
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0001500009
Tumor
-0.3
CPT0077140001
Normal
-0.4
CPT0069190001
Normal
-0.4
CPT0065820001
Normal
-0.4
CPT0086360003
Tumor
-0.4
CPT0018250001
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0082010001
Normal
-0.4
CPT0063320003
Tumor
-0.4
CPT0088920001
Normal
-0.4
CPT0063640001
Normal
-0.5
CPT0010170001
Normal
-0.5
CPT0000890001
Normal
-0.5
CPT0014130001
Normal
-0.5
CPT0007470001
Normal
-0.5
CPT0078660003
Tumor
-0.5
CPT0088710001
Normal
-0.5
CPT0012090003
Normal
-0.5
CPT0088640003
Normal
-0.5
CPT0007870001
Normal
-0.5
CPT0006530001
Normal
-0.5
CPT0092740003
Normal
-0.5
CPT0001230001
Normal
-0.6
CPT0087050003
Normal
-0.6
CPT0025610001
Normal
-0.6
CPT0019160001
Normal
-0.6
CPT0092310003
Normal
-0.6
CPT0089480003
Normal
-0.6
CPT0089040001
Normal
-0.6
CPT0081620001
Normal
-0.6
CPT0020130001
Normal
-0.6
CPT0064400001
Normal
-0.6
CPT0079430001
Normal
-0.6
CPT0006950001
Normal
-0.7
CPT0088780001
Normal
-0.7
CPT0012570003
Normal
-0.7
CPT0092800003
Normal
-0.7
CPT0063330001
Normal
-0.7
CPT0088500001
Normal
-0.7
CPT0086890003
Normal
-0.7
CPT0023710001
Normal
-0.7
CPT0026420001
Normal
-0.7
CPT0078840001
Normal
-0.7
CPT0078670001
Normal
-0.7
CPT0078530001
Normal
-0.7
CPT0088970003
Tumor
-0.7
CPT0078940001
Normal
-0.7
CPT0006730001
Normal
-0.8
CPT0001190001
Normal
-0.8
CPT0012770003
Normal
-0.8
CPT0001350001
Normal
-0.8
CPT0013790003
Normal
-0.8
CPT0066430001
Normal
-0.8
CPT0020020001
Normal
-0.9
CPT0086370003
Normal
-0.9
CPT0014350001
Normal
-0.9
CPT0065450001
Normal
-0.9
CPT0079000001
Normal
-0.9
CPT0001550001
Normal
-0.9
CPT0000790001
Normal
-1.2
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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
