We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
UBA52 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
804.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
2295.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1658.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1549.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
1305.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1274.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
1166.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
1162.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
1119.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1086.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
1076.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1065.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1025.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
946.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
887.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
882.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
864.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
852.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
852.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
836.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
835.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
827.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
826.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
825.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
821.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
820.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
818.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
813.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
812.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
802.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
783.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
773.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
759.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
755.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
743.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
743.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
740.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
733.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
728.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
724.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
723.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
685.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
676.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
671.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
659.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
652.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
638.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
633.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
633.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
619.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
610.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
589.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
548.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
545.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
544.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
525.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
524.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
496.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
495.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
477.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
422.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
419.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
418.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
342.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 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.
UBA52 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
984.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2704.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1983.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
1937.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
1903.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
1793.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
1792.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
1709.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
1609.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
1518.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
1517.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1478.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1447.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1440.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
1436.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1425.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
1425.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1420.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
1418.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
1404.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
1397.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
1389.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
1379.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1373.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
1369.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1368.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
1361.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
1357.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
1357.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
1351.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
1347.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
1341.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
1340.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1339.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1338.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
1327.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
1327.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
1325.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
1323.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
1321.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
1311.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
1311.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
1308.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
1308.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
1302.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1302.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
1294.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
1293.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1292.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
1289.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1289.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
1286.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
1286.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
1285.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
1282.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1278.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
1267.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
1266.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
1259.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
1258.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1257.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
1255.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
1253.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
1245.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
1244.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
1242.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
1241.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
1241.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
1239.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
1235.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
1234.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
1233.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
1230.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
1227.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
1225.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
1225.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
1224.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
1224.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
1223.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
1221.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1218.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1217.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1212.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
1209.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
1206.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1205.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
1197.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
1196.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
1194.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1192.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
1191.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
1191.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1191.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
1190.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
1187.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
1182.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
1180.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
1180.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1173.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1166.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
1165.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1163.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
1162.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1161.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1160.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
1158.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
1157.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
1156.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
1147.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
1145.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1144.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
1144.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
1143.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
1142.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
1142.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1141.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
1141.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
1139.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
1139.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1138.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
1135.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
1131.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1131.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
1128.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
1126.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
1126.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
1119.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
1118.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
1118.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1117.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1116.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
1115.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
1115.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
1114.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
1113.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
1113.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
1112.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
1111.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1111.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
1111.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1108.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1108.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
1106.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
1105.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
1104.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
1103.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
1103.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
1103.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
1103.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1100.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1097.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
1097.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
1091.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1091.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
1089.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
1088.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
1085.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
1083.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1082.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1080.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
1080.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1080.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
1077.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
1077.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
1077.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1077.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1076.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
1075.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
1075.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
1075.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1073.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
1073.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1069.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
1068.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
1066.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1065.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
1061.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
1060.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1060.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
1059.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
1057.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
1057.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
1056.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1056.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
1052.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1051.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
1050.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
1050.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
1049.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
1045.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
1044.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1042.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
1041.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1034.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
1034.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
1034.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
1031.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1031.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
1030.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
1030.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1027.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
1026.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1023.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
1023.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
1023.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
1022.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1021.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1020.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
1019.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
1017.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
1016.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
1016.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
1015.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1015.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1014.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
1012.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
1009.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1009.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
1009.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
1008.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1007.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
1005.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
1005.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1004.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
1004.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
1002.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1002.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
1001.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
999.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
999.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
998.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
998.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
996.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
995.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
994.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
994.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
993.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
993.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
993.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
992.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
990.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
989.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
989.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
989.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
988.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
987.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
986.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
986.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
984.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
984.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
984.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
983.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
982.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
982.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
981.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
977.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
977.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
977.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
974.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
974.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
974.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
973.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
973.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
972.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
970.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
969.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
969.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
968.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
965.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
965.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
965.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
964.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
964.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
964.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
962.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
959.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
959.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
959.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
958.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
958.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
957.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
956.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
956.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
956.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
954.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
954.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
953.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
953.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
952.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
952.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
952.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
950.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
950.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
948.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
946.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
946.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
945.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
945.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
944.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
943.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
943.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
942.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
941.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
941.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
939.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
937.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
937.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
936.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
934.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
933.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
932.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
930.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
930.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
929.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
926.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
925.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
925.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
925.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
925.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
924.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
920.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
920.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
920.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
919.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
917.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
916.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
915.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
913.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
912.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
910.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
909.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
909.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
908.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
907.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
904.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
904.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
903.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
903.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
896.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
895.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
892.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
891.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
890.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
890.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
889.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
888.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
887.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
885.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
883.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
882.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
882.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
880.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
875.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
875.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
875.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
875.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
875.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
874.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
873.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
872.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
871.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
871.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
869.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
866.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
866.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
865.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
863.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
862.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
861.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
859.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
859.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
859.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
859.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
859.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
856.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
852.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
851.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
851.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
849.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
849.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
849.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
847.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
846.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
844.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
844.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
842.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
839.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
837.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
834.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
832.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
832.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
830.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
830.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
830.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
830.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
827.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
824.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
822.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
821.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
821.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
818.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
818.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
817.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
816.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
813.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
810.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
809.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
807.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
806.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
804.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
804.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
803.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
802.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
801.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
800.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
797.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
794.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
792.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
790.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
787.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
786.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
786.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
786.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
785.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
783.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
783.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
782.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
780.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
780.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
780.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
773.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
772.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
772.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
765.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
759.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
757.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
756.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
754.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
754.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
750.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
749.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
747.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
746.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
746.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
745.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
744.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
743.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
742.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
737.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
735.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
733.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
729.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
727.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
727.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
727.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
723.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
723.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
718.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
716.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
714.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
713.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
711.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
710.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
709.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
708.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
706.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
705.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
704.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
701.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
699.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
698.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
697.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
693.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
693.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
692.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
686.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
683.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
680.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
680.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
677.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
673.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
672.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
671.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
668.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
667.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
662.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
658.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
658.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
656.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
654.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
654.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
653.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
643.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
642.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
636.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
614.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
613.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
608.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
582.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
578.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
578.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
568.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
560.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
558.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
558.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
553.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
553.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
553.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
545.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
532.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
522.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
518.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
515.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
507.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
447.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
439.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
432.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
413.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
410.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
404.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
189.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBA52 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
806.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
1737.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1660.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
1355.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
1345.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1328.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
1243.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
1201.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1197.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
1192.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
1103.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
1088.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
1066.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1064.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1056.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
1033.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1003.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
984.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
983.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
972.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
970.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
969.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
928.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
924.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
914.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
901.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
882.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
877.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
874.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
870.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
869.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
861.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
857.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
853.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
826.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
824.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
824.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
805.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
800.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
787.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
780.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
773.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
767.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
766.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
764.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
762.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
760.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
760.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
756.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
753.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
753.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
752.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
748.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
748.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
748.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
746.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
744.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
738.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
735.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
729.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
724.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
723.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
720.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
717.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
713.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
709.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
708.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
704.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
692.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
688.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
685.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
682.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
677.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
669.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
665.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
663.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
659.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
656.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
652.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
644.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
639.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
633.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
633.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
631.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
627.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
620.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
618.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
613.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
594.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
589.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
587.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
581.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
579.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
571.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
561.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
554.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
549.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
470.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
435.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
348.9
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.
UBA52 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
896.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2465.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2159.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1724.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1707.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1700.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1604.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
1544.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
1542.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1515.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
1499.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
1473.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1463.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1456.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1443.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
1435.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
1431.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1373.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1362.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1360.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1353.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1350.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1346.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1333.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
1332.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
1310.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1309.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1286.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
1284.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1282.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1273.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1245.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1235.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1233.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
1220.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1219.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
1218.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1209.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1202.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1201.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1192.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1192.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
1183.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1181.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1171.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1171.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1170.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
1164.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
1163.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
1156.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
1152.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1148.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
1139.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1131.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
1130.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
1126.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
1122.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1121.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
1120.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1102.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
1096.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1086.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1083.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
1080.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1074.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1059.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1058.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1056.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
1055.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
1054.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1047.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
1041.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
1040.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
1035.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1025.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
1025.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
1016.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
1012.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
1006.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1003.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1001.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
1000.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
998.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
998.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
991.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
990.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
987.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
987.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
987.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
985.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
980.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
971.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
969.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
965.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
962.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
956.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
954.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
945.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
935.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
933.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
929.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
923.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
923.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
922.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
918.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
916.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
916.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
916.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
914.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
914.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
914.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
908.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
908.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
904.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
901.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
897.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
888.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
883.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
883.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
882.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
881.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
879.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
879.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
877.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
876.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
875.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
872.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
871.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
868.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
868.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
866.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
865.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
864.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
860.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
857.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
854.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
854.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
853.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
853.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
848.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
846.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
844.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
844.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
839.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
837.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
837.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
836.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
835.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
833.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
828.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
828.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
824.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
821.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
821.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
819.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
819.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
818.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
813.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
812.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
812.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
811.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
811.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
808.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
805.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
796.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
796.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
793.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
792.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
790.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
783.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
781.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
777.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
775.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
774.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
773.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
769.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
769.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
768.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
767.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
763.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
762.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
759.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
754.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
754.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
752.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
749.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
749.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
747.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
745.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
745.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
745.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
745.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
744.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
743.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
740.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
734.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
734.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
730.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
727.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
726.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
726.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
725.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
724.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
723.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
723.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
722.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
720.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
718.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
718.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
718.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
714.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
713.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
713.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
712.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
712.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
712.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
710.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
709.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
709.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
708.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
706.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
704.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
694.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
689.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
687.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
686.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
678.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
667.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
663.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
662.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
662.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
661.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
661.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
653.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
643.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
641.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
639.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
634.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
634.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
634.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
633.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
631.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
630.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
628.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
628.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
627.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
624.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
618.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
614.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
612.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
608.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
606.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
600.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
588.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
582.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
581.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
581.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
580.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
568.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
564.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
560.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
558.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
557.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
555.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
553.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
552.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
552.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
550.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
542.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
537.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
525.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
505.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
476.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
474.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
464.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
451.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
437.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
436.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
404.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
375.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
369.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
365.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
236.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
Show allShow less
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
