{
"METABOLOMICS WORKBENCH":{"STUDY_ID":"ST001705","ANALYSIS_ID":"AN002778","VERSION":"1","CREATED_ON":"February 22, 2021, 10:06 am"},

"PROJECT":{"PROJECT_TITLE":"Machine learning-enabled renal cell carcinoma status prediction using multi-platform urine-based metabolomics","PROJECT_TYPE":"multi-platform urine-based metabolomics","PROJECT_SUMMARY":"Currently, Renal Cell Carcinoma (RCC) is identified through expensive cross-sectional imaging, frequently followed by renal mass biopsy, which is invasive and subject to sampling errors. Hence, there is a critical need for a non-invasive diagnostic assay. RCC is a disease of altered cellular metabolism with the tumor(s) in close proximity to the urine in the kidney suggesting metabolomic profiling would be an excellent choice for assay development. Here, we applied liquid chromatography-mass spectrometry (LC-MS), nuclear magnetic resonance (NMR), and machine learning (ML) for the discovery of candidate metabolic panels for RCC. The study cohort consists of 82 RCC patients and 174 healthy controls, these were separated into two sub-cohorts: model cohort and the test cohort. Discriminatory metabolic features were selected in the model cohort, using univariate, wrapper, and embedded methods of feature selection. Three ML techniques with different induction biases were used for training and hyperparameter tuning. Final assessment of RCC status prediction was made using the test cohort with the selected biomarkers and the tuned ML algorithms. A seven-metabolite panel consisting of endogenous and exogenous metabolites enabled the prediction of RCC with 88% accuracy, 94% sensitivity, and 85% specificity in the test cohort, with an AUC of 0.98.","INSTITUTE":"University of Georgia","DEPARTMENT":"Biochemistry and Molecular Biology","LABORATORY":"Edison Lab","LAST_NAME":"Bifarin","FIRST_NAME":"Olatomiwa","ADDRESS":"315 Riverbend Rd, Athens, GA 30602","EMAIL":"olatomiwa.bifarin25@uga.edu","PHONE":"(706) 542-4401 Lab: 1045"},

"STUDY":{"STUDY_TITLE":"Machine learning-enabled renal cell carcinoma status prediction using multi-platform urine-based metabolomics","STUDY_SUMMARY":"Currently, Renal Cell Carcinoma (RCC) is identified through expensive cross-sectional imaging, frequently followed by renal mass biopsy, which is invasive and subject to sampling errors. Hence, there is a critical need for a non-invasive diagnostic assay. RCC is a disease of altered cellular metabolism with the tumor(s) in close proximity to the urine in the kidney suggesting metabolomic profiling would be an excellent choice for assay development. Here, we applied liquid chromatography-mass spectrometry (LC-MS), nuclear magnetic resonance (NMR), and machine learning (ML) for the discovery of candidate metabolic panels for RCC. The study cohort consists of 82 RCC patients and 174 healthy controls, these were separated into two sub-cohorts: model cohort and the test cohort. Discriminatory metabolic features were selected in the model cohort, using univariate, wrapper, and embedded methods of feature selection. Three ML techniques with different induction biases were used for training and hyperparameter tuning. Final assessment of RCC status prediction was made using the test cohort with the selected biomarkers and the tuned ML algorithms. A seven-metabolite panel consisting of endogenous and exogenous metabolites enabled the prediction of RCC with 88% accuracy, 94% sensitivity, and 85% specificity in the test cohort, with an AUC of 0.98.","INSTITUTE":"University of Georgia","DEPARTMENT":"Department of Biochemistry and Molecular Biology","LABORATORY":"Edison Lab","LAST_NAME":"Bifarin","FIRST_NAME":"Olatomiwa","ADDRESS":"315 Riverbend Rd, Athens, GA 30602","EMAIL":"olatomiwa.bifarin25@uga.edu","PHONE":"757-405-4379","NUM_GROUPS":"Two"},

"SUBJECT":{"SUBJECT_TYPE":"Human","SUBJECT_SPECIES":"Homo sapiens","TAXONOMY_ID":"9606"},
"SUBJECT_SAMPLE_FACTORS":[
{
"Subject ID":"-",
"Sample ID":"C001",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C001","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"White","BMI":"24.4","Smoker":"Never","Age":"38.1"}
},
{
"Subject ID":"-",
"Sample ID":"C002",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C002","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"White","BMI":"30.6","Smoker":"Never","Age":"64.9"}
},
{
"Subject ID":"-",
"Sample ID":"C003",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C003","Sample description":"Chromophobe carcinoma","Gender":"Male","Race":"White","BMI":"34.2","Smoker":"Never","Age":"64"}
},
{
"Subject ID":"-",
"Sample ID":"C004",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C004","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"White","BMI":"24.7","Smoker":"Never","Age":"84.8"}
},
{
"Subject ID":"-",
"Sample ID":"C005",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C005","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"White","BMI":"32.2","Smoker":"Former","Age":"55.7"}
},
{
"Subject ID":"-",
"Sample ID":"C006",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C006","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"White","BMI":"27.8","Smoker":"Never","Age":"59"}
},
{
"Subject ID":"-",
"Sample ID":"C007",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C007","Sample description":"Pure Clear Cell Cancer","Gender":"Female","Race":"White","BMI":"32.2","Smoker":"Never","Age":"44.7"}
},
{
"Subject ID":"-",
"Sample ID":"C009",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C009","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"White","BMI":"27.2","Smoker":"Never","Age":"50.8"}
},
{
"Subject ID":"-",
"Sample ID":"C011",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C011","Sample description":"Sarcomatoid","Gender":"Female","Race":"White","BMI":"23.9","Smoker":"Never","Age":"74.5"}
},
{
"Subject ID":"-",
"Sample ID":"C012",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C012","Sample description":"Papillary RCC","Gender":"Male","Race":"White","BMI":"27.2","Smoker":"Former","Age":"77.4"}
},
{
"Subject ID":"-",
"Sample ID":"C013",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C013","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"American-Indian/Alaskan-Native","BMI":"25","Smoker":"Never","Age":"46.2"}
},
{
"Subject ID":"-",
"Sample ID":"C014",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C014","Sample description":"Sarcomatoid","Gender":"Male","Race":"White","BMI":"35.4","Smoker":"Never","Age":"60.9"}
},
{
"Subject ID":"-",
"Sample ID":"C015",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C015","Sample description":"Sarcomatoid","Gender":"Male","Race":"White","BMI":"21.8","Smoker":"Never","Age":"45.2"}
},
{
"Subject ID":"-",
"Sample ID":"C016",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C016","Sample description":"Pure Clear Cell Cancer","Gender":"Female","Race":"White","BMI":"32.5","Smoker":"Current","Age":"35.1"}
},
{
"Subject ID":"-",
"Sample ID":"C018",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C018","Sample description":"Chromophobe carcinoma","Gender":"Female","Race":"Black/AA","BMI":"24.9","Smoker":"Never","Age":"56"}
},
{
"Subject ID":"-",
"Sample ID":"C019",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C019","Sample description":"Pure Clear Cell Cancer","Gender":"Female","Race":"White","BMI":"37.3","Smoker":"Never","Age":"58.8"}
},
{
"Subject ID":"-",
"Sample ID":"C020",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C020","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"Black/AA","BMI":"41","Smoker":"Former","Age":"72.9"}
},
{
"Subject ID":"-",
"Sample ID":"C021",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C021","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"White","BMI":"31","Smoker":"Former","Age":"76.6"}
},
{
"Subject ID":"-",
"Sample ID":"C022",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C022","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"White","BMI":"38.4","Smoker":"Former","Age":"55.1"}
},
{
"Subject ID":"-",
"Sample ID":"C024",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C024","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"White","BMI":"36.4","Smoker":"Never","Age":"52.8"}
},
{
"Subject ID":"-",
"Sample ID":"C025",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C025","Sample description":"Pure Clear Cell Cancer","Gender":"Female","Race":"White","BMI":"23.5","Smoker":"Never","Age":"67"}
},
{
"Subject ID":"-",
"Sample ID":"C026",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C026","Sample description":"Sarcomatoid","Gender":"Female","Race":"White","BMI":"23.9","Smoker":"Never","Age":"59.4"}
},
{
"Subject ID":"-",
"Sample ID":"C027",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C027","Sample description":"Pure Clear Cell Cancer","Gender":"Female","Race":"White","BMI":"26.7","Smoker":"Former","Age":"55.8"}
},
{
"Subject ID":"-",
"Sample ID":"C028",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C028","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"White","BMI":"31.7","Smoker":"Former","Age":"68.8"}
},
{
"Subject ID":"-",
"Sample ID":"C030",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C030","Sample description":"Cancer (Other)","Gender":"Male","Race":"White","BMI":"18.2","Smoker":"Current","Age":"67.7"}
},
{
"Subject ID":"-",
"Sample ID":"C031",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C031","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"White","BMI":"26.4","Smoker":"Never","Age":"69.5"}
},
{
"Subject ID":"-",
"Sample ID":"C033",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C033","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"Unk/Missing","BMI":"30.2","Smoker":"Never","Age":"31"}
},
{
"Subject ID":"-",
"Sample ID":"C034",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C034","Sample description":"Pure Clear Cell Cancer","Gender":"Female","Race":"White","BMI":"28.1","Smoker":"Former","Age":"56"}
},
{
"Subject ID":"-",
"Sample ID":"C036",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C036","Sample description":"Clear Cell Papillary","Gender":"Female","Race":"Black/AA","BMI":"37.1","Smoker":"Never","Age":"53"}
},
{
"Subject ID":"-",
"Sample ID":"C037",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C037","Sample description":"Papillary RCC","Gender":"Male","Race":"Black/AA","BMI":"31","Smoker":"Never","Age":"55.6"}
},
{
"Subject ID":"-",
"Sample ID":"C038",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C038","Sample description":"Pure Clear Cell Cancer","Gender":"Female","Race":"White","BMI":"34","Smoker":"Former","Age":"77.1"}
},
{
"Subject ID":"-",
"Sample ID":"C039",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C039","Sample description":"Chromophobe carcinoma","Gender":"Male","Race":"White","BMI":"30","Smoker":"Never","Age":"80.1"}
},
{
"Subject ID":"-",
"Sample ID":"C040",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C040","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"White","BMI":"33.3","Smoker":"Former","Age":"62.5"}
},
{
"Subject ID":"-",
"Sample ID":"C041",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C041","Sample description":"Cancer (Other)","Gender":"Male","Race":"White","BMI":"33.6","Smoker":"Former","Age":"65.6"}
},
{
"Subject ID":"-",
"Sample ID":"C043",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C043","Sample description":"Sarcomatoid","Gender":"Female","Race":"White","BMI":"38.5","Smoker":"Never","Age":"58.3"}
},
{
"Subject ID":"-",
"Sample ID":"C044",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C044","Sample description":"Cancer (Other)","Gender":"Female","Race":"Black/AA","BMI":"29.4","Smoker":"Never","Age":"66.6"}
},
{
"Subject ID":"-",
"Sample ID":"C045",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C045","Sample description":"Sarcomatoid","Gender":"Male","Race":"Black/AA","BMI":"29.5","Smoker":"Never","Age":"42.5"}
},
{
"Subject ID":"-",
"Sample ID":"C046",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C046","Sample description":"Chromophobe carcinoma","Gender":"Female","Race":"White","BMI":"27.4","Smoker":"Former","Age":"55.4"}
},
{
"Subject ID":"-",
"Sample ID":"C047",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C047","Sample description":"Pure Clear Cell Cancer","Gender":"Female","Race":"White","BMI":"32.7","Smoker":"Former","Age":"82.9"}
},
{
"Subject ID":"-",
"Sample ID":"C048",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C048","Sample description":"Pure Clear Cell Cancer","Gender":"Female","Race":"White","BMI":"31","Smoker":"Former","Age":"72.4"}
},
{
"Subject ID":"-",
"Sample ID":"C049",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C049","Sample description":"Sarcomatoid","Gender":"Male","Race":"White","BMI":"36.3","Smoker":"Never","Age":"64.2"}
},
{
"Subject ID":"-",
"Sample ID":"C050",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C050","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"Asian","BMI":"15.7","Smoker":"Never","Age":"73"}
},
{
"Subject ID":"-",
"Sample ID":"C051",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C051","Sample description":"Cancer (Other)","Gender":"Male","Race":"White","BMI":"23","Smoker":"Never","Age":"30.2"}
},
{
"Subject ID":"-",
"Sample ID":"C052",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C052","Sample description":"Clear Cell Papillary","Gender":"Female","Race":"Unk/Missing","BMI":"45","Smoker":"Former","Age":"64.5"}
},
{
"Subject ID":"-",
"Sample ID":"C053",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C053","Sample description":"Pure Clear Cell Cancer","Gender":"Female","Race":"White","BMI":"42.1","Smoker":"Former","Age":"68.2"}
},
{
"Subject ID":"-",
"Sample ID":"C054",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C054","Sample description":"Pure Clear Cell Cancer","Gender":"Female","Race":"White","BMI":"24.4","Smoker":"Never","Age":"67.8"}
},
{
"Subject ID":"-",
"Sample ID":"C057",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C057","Sample description":"Pure Clear Cell Cancer","Gender":"Female","Race":"White","BMI":"35.2","Smoker":"Never","Age":"60.5"}
},
{
"Subject ID":"-",
"Sample ID":"C058",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C058","Sample description":"Papillary RCC","Gender":"Male","Race":"Black/AA","BMI":"24.7","Smoker":"Former","Age":"83.7"}
},
{
"Subject ID":"-",
"Sample ID":"C059",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C059","Sample description":"Sarcomatoid","Gender":"Male","Race":"White","BMI":"27.7","Smoker":"Former","Age":"75.5"}
},
{
"Subject ID":"-",
"Sample ID":"C060",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C060","Sample description":"Sarcomatoid","Gender":"Male","Race":"Mixed","BMI":"24.9","Smoker":"Never","Age":"43.3"}
},
{
"Subject ID":"-",
"Sample ID":"C061",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C061","Sample description":"Pure Clear Cell Cancer","Gender":"Female","Race":"White","BMI":"21.1","Smoker":"Never","Age":"47.2"}
},
{
"Subject ID":"-",
"Sample ID":"C062",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C062","Sample description":"Pure Clear Cell Cancer","Gender":"Female","Race":"White","BMI":"31","Smoker":"Never","Age":"76.4"}
},
{
"Subject ID":"-",
"Sample ID":"C063",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C063","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"White","BMI":"25.7","Smoker":"Never","Age":"61.9"}
},
{
"Subject ID":"-",
"Sample ID":"C064",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C064","Sample description":"Sarcomatoid","Gender":"Male","Race":"White","BMI":"18.5","Smoker":"Never","Age":"55.6"}
},
{
"Subject ID":"-",
"Sample ID":"C065",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C065","Sample description":"Pure Clear Cell Cancer","Gender":"Female","Race":"White","BMI":"29.4","Smoker":"Current","Age":"67"}
},
{
"Subject ID":"-",
"Sample ID":"C066",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C066","Sample description":"Cancer (Other)","Gender":"Female","Race":"Black/AA","BMI":"17.4","Smoker":"Current","Age":"56.6"}
},
{
"Subject ID":"-",
"Sample ID":"C070",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C070","Sample description":"Papillary RCC","Gender":"Female","Race":"Black/AA","BMI":"31.3","Smoker":"Former","Age":"76.2"}
},
{
"Subject ID":"-",
"Sample ID":"C072",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C072","Sample description":"Chromophobe carcinoma","Gender":"Female","Race":"White","BMI":"29.7","Smoker":"Never","Age":"36.7"}
},
{
"Subject ID":"-",
"Sample ID":"C073",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C073","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"White","BMI":"38","Smoker":"Never","Age":"62.1"}
},
{
"Subject ID":"-",
"Sample ID":"C074",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C074","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"White","BMI":"31","Smoker":"Never","Age":"74.9"}
},
{
"Subject ID":"-",
"Sample ID":"C076",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C076","Sample description":"Pure Clear Cell Cancer","Gender":"Female","Race":"White","BMI":"31","Smoker":"Never","Age":"71.7"}
},
{
"Subject ID":"-",
"Sample ID":"C077",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C077","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"White","BMI":"25","Smoker":"Former","Age":"69.2"}
},
{
"Subject ID":"-",
"Sample ID":"C078",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C078","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"White","BMI":"25","Smoker":"Former","Age":"81.1"}
},
{
"Subject ID":"-",
"Sample ID":"C079",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C079","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"Black/AA","BMI":"29","Smoker":"Never","Age":"45.8"}
},
{
"Subject ID":"-",
"Sample ID":"C081",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C081","Sample description":"Pure Clear Cell Cancer","Gender":"Female","Race":"White","BMI":"30.9","Smoker":"Never","Age":"61.2"}
},
{
"Subject ID":"-",
"Sample ID":"C082",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C082","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"Black/AA","BMI":"30.7","Smoker":"Never","Age":"59.8"}
},
{
"Subject ID":"-",
"Sample ID":"C083",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C083","Sample description":"Cancer (Other)","Gender":"Male","Race":"Black/AA","BMI":"29","Smoker":"Former","Age":"76.7"}
},
{
"Subject ID":"-",
"Sample ID":"C084",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C084","Sample description":"Cancer (Other)","Gender":"Male","Race":"White","BMI":"30.6","Smoker":"Never","Age":"60.4"}
},
{
"Subject ID":"-",
"Sample ID":"C085",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C085","Sample description":"Cancer (Other)","Gender":"-","Race":"-","BMI":"21.5","Smoker":"Never","Age":"80"}
},
{
"Subject ID":"-",
"Sample ID":"C086",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C086","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"White","BMI":"26.2","Smoker":"Never","Age":"52.3"}
},
{
"Subject ID":"-",
"Sample ID":"C087",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C087","Sample description":"Cancer (Other)","Gender":"Female","Race":"Black/AA","BMI":"23.6","Smoker":"Current","Age":"60.3"}
},
{
"Subject ID":"-",
"Sample ID":"C088",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C088","Sample description":"Pure Clear Cell Cancer","Gender":"Male","Race":"Black/AA","BMI":"31.4","Smoker":"Former","Age":"62.3"}
},
{
"Subject ID":"-",
"Sample ID":"C089",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C089","Sample description":"Cancer (Other)","Gender":"Female","Race":"Black/AA","BMI":"30","Smoker":"Never","Age":"39.7"}
},
{
"Subject ID":"-",
"Sample ID":"C091",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C091","Sample description":"Papillary RCC","Gender":"Female","Race":"White","BMI":"31.6","Smoker":"Current","Age":"61.6"}
},
{
"Subject ID":"-",
"Sample ID":"C092",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C092","Sample description":"Papillary RCC","Gender":"Male","Race":"White","BMI":"31","Smoker":"Never","Age":"38.2"}
},
{
"Subject ID":"-",
"Sample ID":"C093",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C093","Sample description":"Papillary RCC","Gender":"Female","Race":"White","BMI":"34.6","Smoker":"Never","Age":"53.7"}
},
{
"Subject ID":"-",
"Sample ID":"C095",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C095","Sample description":"Papillary RCC","Gender":"Male","Race":"Black/AA","BMI":"21.7","Smoker":"Never","Age":"72.4"}
},
{
"Subject ID":"-",
"Sample ID":"C096",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C096","Sample description":"Clear Cell Papillary","Gender":"Male","Race":"Black/AA","BMI":"21.7","Smoker":"Never","Age":"66.3"}
},
{
"Subject ID":"-",
"Sample ID":"C097",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C097","Sample description":"Clear Cell Papillary","Gender":"Female","Race":"Black/AA","BMI":"30.5","Smoker":"Never","Age":"64.3"}
},
{
"Subject ID":"-",
"Sample ID":"C099",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C099","Sample description":"Pure Clear Cell Cancer","Gender":"Female","Race":"Black/AA","BMI":"36.8","Smoker":"Former","Age":"58"}
},
{
"Subject ID":"-",
"Sample ID":"C101",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C101","Sample description":"Cancer (Other)","Gender":"Female","Race":"Black/AA","BMI":"28.5","Smoker":"Never","Age":"32.6"}
},
{
"Subject ID":"-",
"Sample ID":"C102",
"Factors":{"SampleType":"RCC"},
"Additional sample data":{"RAW_FILE_NAME":"C102","Sample description":"Papillary RCC","Gender":"Female","Race":"White","BMI":"26.3","Smoker":"Current","Age":"60.2"}
},
{
"Subject ID":"-",
"Sample ID":"N001",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N001","Sample description":"Control","Gender":"Male","Race":"White","BMI":"28.6","Smoker":"Never","Age":"52"}
},
{
"Subject ID":"-",
"Sample ID":"N002",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N002","Sample description":"Control","Gender":"Female","Race":"White","BMI":"28.6","Smoker":"Former","Age":"70"}
},
{
"Subject ID":"-",
"Sample ID":"N003",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N003","Sample description":"Control","Gender":"Male","Race":"White","BMI":"25.7","Smoker":"Former","Age":"54"}
},
{
"Subject ID":"-",
"Sample ID":"N004",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N004","Sample description":"Control","Gender":"Male","Race":"White","BMI":"25.9","Smoker":"Never","Age":"50"}
},
{
"Subject ID":"-",
"Sample ID":"N005",
"Factors":{"SampleType":"Control"},
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{
"Subject ID":"-",
"Sample ID":"N111",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N111","Sample description":"Control","Gender":"Male","Race":"White","BMI":"27.3","Smoker":"Never","Age":"56"}
},
{
"Subject ID":"-",
"Sample ID":"N112",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N112","Sample description":"Control","Gender":"Male","Race":"White","BMI":"25.4","Smoker":"Never","Age":"62"}
},
{
"Subject ID":"-",
"Sample ID":"N113",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N113","Sample description":"Control","Gender":"Male","Race":"White","BMI":"24.3","Smoker":"Former","Age":"83"}
},
{
"Subject ID":"-",
"Sample ID":"N114",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N114","Sample description":"Control","Gender":"Female","Race":"Unk/Missing","BMI":"23.2","Smoker":"Current","Age":"39"}
},
{
"Subject ID":"-",
"Sample ID":"N115",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N115","Sample description":"Control","Gender":"Male","Race":"White","BMI":"37.1","Smoker":"Former","Age":"38"}
},
{
"Subject ID":"-",
"Sample ID":"N116",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N116","Sample description":"Control","Gender":"Female","Race":"Black/AA","BMI":"23","Smoker":"Never","Age":"53"}
},
{
"Subject ID":"-",
"Sample ID":"N117",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N117","Sample description":"Control","Gender":"Female","Race":"White","BMI":"26.8","Smoker":"Never","Age":"56"}
},
{
"Subject ID":"-",
"Sample ID":"N118",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N118","Sample description":"Control","Gender":"Female","Race":"White","BMI":"18.9","Smoker":"Former","Age":"75"}
},
{
"Subject ID":"-",
"Sample ID":"N119",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N119","Sample description":"Control","Gender":"Female","Race":"White","BMI":"21.1","Smoker":"Never","Age":"53"}
},
{
"Subject ID":"-",
"Sample ID":"N120",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N120","Sample description":"Control","Gender":"Male","Race":"White","BMI":"39.5","Smoker":"Never","Age":"60"}
},
{
"Subject ID":"-",
"Sample ID":"N121",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N121","Sample description":"Control","Gender":"Male","Race":"White","BMI":"20.5","Smoker":"Never","Age":"45"}
},
{
"Subject ID":"-",
"Sample ID":"N122",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N122","Sample description":"Control","Gender":"Male","Race":"White","BMI":"29","Smoker":"Never","Age":"56"}
},
{
"Subject ID":"-",
"Sample ID":"N123",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N123","Sample description":"Control","Gender":"Male","Race":"White","BMI":"26.6","Smoker":"Former","Age":"59"}
},
{
"Subject ID":"-",
"Sample ID":"N124",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N124","Sample description":"Control","Gender":"Male","Race":"White","BMI":"20.1","Smoker":"Never","Age":"50"}
},
{
"Subject ID":"-",
"Sample ID":"N125",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N125","Sample description":"Control","Gender":"Female","Race":"White","BMI":"33","Smoker":"Never","Age":"66"}
},
{
"Subject ID":"-",
"Sample ID":"N126",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N126","Sample description":"Control","Gender":"Male","Race":"Black/AA","BMI":"29.4","Smoker":"Former","Age":"56"}
},
{
"Subject ID":"-",
"Sample ID":"N127",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N127","Sample description":"Control","Gender":"Male","Race":"White","BMI":"32.1","Smoker":"Never","Age":"54"}
},
{
"Subject ID":"-",
"Sample ID":"N128",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N128","Sample description":"Control","Gender":"Female","Race":"White","BMI":"34.7","Smoker":"Never","Age":"56"}
},
{
"Subject ID":"-",
"Sample ID":"N129",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N129","Sample description":"Control","Gender":"Male","Race":"White","BMI":"22.4","Smoker":"Former","Age":"46"}
},
{
"Subject ID":"-",
"Sample ID":"N130",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N130","Sample description":"Control","Gender":"Male","Race":"White","BMI":"29.3","Smoker":"Never","Age":"59"}
},
{
"Subject ID":"-",
"Sample ID":"N131",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N131","Sample description":"Control","Gender":"Female","Race":"White","BMI":"21.9","Smoker":"Current","Age":"59"}
},
{
"Subject ID":"-",
"Sample ID":"N132",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N132","Sample description":"Control","Gender":"Female","Race":"White","BMI":"19.8","Smoker":"Never","Age":"54"}
},
{
"Subject ID":"-",
"Sample ID":"N133",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N133","Sample description":"Control","Gender":"Male","Race":"White","BMI":"30.3","Smoker":"Never","Age":"46"}
},
{
"Subject ID":"-",
"Sample ID":"N134",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N134","Sample description":"Control","Gender":"Male","Race":"White","BMI":"32.7","Smoker":"Never","Age":"59"}
},
{
"Subject ID":"-",
"Sample ID":"N135",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N135","Sample description":"Control","Gender":"Female","Race":"White","BMI":"25.9","Smoker":"Never","Age":"50"}
},
{
"Subject ID":"-",
"Sample ID":"N136",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N136","Sample description":"Control","Gender":"Male","Race":"White","BMI":"46.6","Smoker":"Never","Age":"60"}
},
{
"Subject ID":"-",
"Sample ID":"N137",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N137","Sample description":"Control","Gender":"Female","Race":"White","BMI":"23.4","Smoker":"Never","Age":"55"}
},
{
"Subject ID":"-",
"Sample ID":"N138",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N138","Sample description":"Control","Gender":"Male","Race":"White","BMI":"34.5","Smoker":"Former","Age":"44"}
},
{
"Subject ID":"-",
"Sample ID":"N139",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N139","Sample description":"Control","Gender":"Male","Race":"White","BMI":"25.2","Smoker":"Never","Age":"57"}
},
{
"Subject ID":"-",
"Sample ID":"N140",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N140","Sample description":"Control","Gender":"Male","Race":"White","BMI":"28.5","Smoker":"Never","Age":"53"}
},
{
"Subject ID":"-",
"Sample ID":"N141",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N141","Sample description":"Control","Gender":"Male","Race":"White","BMI":"31.2","Smoker":"Former","Age":"68"}
},
{
"Subject ID":"-",
"Sample ID":"N142",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N142","Sample description":"Control","Gender":"Male","Race":"White","BMI":"30","Smoker":"Never","Age":"77"}
},
{
"Subject ID":"-",
"Sample ID":"N143",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N143","Sample description":"Control","Gender":"Female","Race":"White","BMI":"17.5","Smoker":"Never","Age":"77"}
},
{
"Subject ID":"-",
"Sample ID":"N144",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N144","Sample description":"Control","Gender":"Male","Race":"White","BMI":"28.4","Smoker":"Never","Age":"57"}
},
{
"Subject ID":"-",
"Sample ID":"N145",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N145","Sample description":"Control","Gender":"Male","Race":"White","BMI":"27.1","Smoker":"Never","Age":"53"}
},
{
"Subject ID":"-",
"Sample ID":"N146",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N146","Sample description":"Control","Gender":"Male","Race":"White","BMI":"29.1","Smoker":"Never","Age":"58"}
},
{
"Subject ID":"-",
"Sample ID":"N147",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N147","Sample description":"Control","Gender":"Male","Race":"White","BMI":"26.9","Smoker":"Never","Age":"60"}
},
{
"Subject ID":"-",
"Sample ID":"N148",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N148","Sample description":"Control","Gender":"Female","Race":"White","BMI":"26.1","Smoker":"Never","Age":"57"}
},
{
"Subject ID":"-",
"Sample ID":"N150",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N150","Sample description":"Control","Gender":"Male","Race":"White","BMI":"23.3","Smoker":"Never","Age":"57"}
},
{
"Subject ID":"-",
"Sample ID":"N151",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N151","Sample description":"Control","Gender":"Male","Race":"White","BMI":"22.2","Smoker":"Never","Age":"49"}
},
{
"Subject ID":"-",
"Sample ID":"N152",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N152","Sample description":"Control","Gender":"Male","Race":"White","BMI":"23.4","Smoker":"Never","Age":"40"}
},
{
"Subject ID":"-",
"Sample ID":"N153",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N153","Sample description":"Control","Gender":"Male","Race":"White","BMI":"31.4","Smoker":"Never","Age":"58"}
},
{
"Subject ID":"-",
"Sample ID":"N154",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N154","Sample description":"Control","Gender":"Male","Race":"White","BMI":"24.9","Smoker":"Never","Age":"44"}
},
{
"Subject ID":"-",
"Sample ID":"N155",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N155","Sample description":"Control","Gender":"Male","Race":"White","BMI":"25","Smoker":"Never","Age":"45"}
},
{
"Subject ID":"-",
"Sample ID":"N156",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N156","Sample description":"Control","Gender":"Male","Race":"White","BMI":"24.9","Smoker":"Never","Age":"52"}
},
{
"Subject ID":"-",
"Sample ID":"N157",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N157","Sample description":"Control","Gender":"Male","Race":"White","BMI":"24.8","Smoker":"Never","Age":"56"}
},
{
"Subject ID":"-",
"Sample ID":"N158",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N158","Sample description":"Control","Gender":"Male","Race":"White","BMI":"34.9","Smoker":"Never","Age":"66"}
},
{
"Subject ID":"-",
"Sample ID":"N159",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N159","Sample description":"Control","Gender":"Male","Race":"White","BMI":"34.3","Smoker":"Never","Age":"61"}
},
{
"Subject ID":"-",
"Sample ID":"N160",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N160","Sample description":"Control","Gender":"Male","Race":"White","BMI":"26.8","Smoker":"Never","Age":"52"}
},
{
"Subject ID":"-",
"Sample ID":"N161",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N161","Sample description":"Control","Gender":"Female","Race":"White","BMI":"31.4","Smoker":"Former","Age":"55"}
},
{
"Subject ID":"-",
"Sample ID":"N162",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N162","Sample description":"Control","Gender":"Male","Race":"Unk/Missing","BMI":"24.8","Smoker":"Never","Age":"50"}
},
{
"Subject ID":"-",
"Sample ID":"N163",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N163","Sample description":"Control","Gender":"Male","Race":"White","BMI":"31.3","Smoker":"Never","Age":"59"}
},
{
"Subject ID":"-",
"Sample ID":"N164",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N164","Sample description":"Control","Gender":"Male","Race":"White","BMI":"32","Smoker":"Never","Age":"56"}
},
{
"Subject ID":"-",
"Sample ID":"N165",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N165","Sample description":"Control","Gender":"Male","Race":"White","BMI":"26","Smoker":"Never","Age":"54"}
},
{
"Subject ID":"-",
"Sample ID":"N166",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N166","Sample description":"Control","Gender":"Male","Race":"White","BMI":"23.6","Smoker":"Never","Age":"38"}
},
{
"Subject ID":"-",
"Sample ID":"N167",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N167","Sample description":"Control","Gender":"Male","Race":"White","BMI":"24.8","Smoker":"Never","Age":"65"}
},
{
"Subject ID":"-",
"Sample ID":"N168",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N168","Sample description":"Control","Gender":"Male","Race":"Unk/Missing","BMI":"21.7","Smoker":"Never","Age":"50"}
},
{
"Subject ID":"-",
"Sample ID":"N169",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N169","Sample description":"Control","Gender":"Female","Race":"White","BMI":"21.2","Smoker":"Never","Age":"50"}
},
{
"Subject ID":"-",
"Sample ID":"N170",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N170","Sample description":"Control","Gender":"Male","Race":"White","BMI":"22.5","Smoker":"Never","Age":"39"}
},
{
"Subject ID":"-",
"Sample ID":"N171",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N171","Sample description":"Control","Gender":"Male","Race":"White","BMI":"20.4","Smoker":"Never","Age":"36"}
},
{
"Subject ID":"-",
"Sample ID":"N172",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N172","Sample description":"Control","Gender":"Male","Race":"White","BMI":"26.2","Smoker":"Never","Age":"60"}
},
{
"Subject ID":"-",
"Sample ID":"N174",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N174","Sample description":"Control","Gender":"Male","Race":"White","BMI":"28","Smoker":"Never","Age":"62"}
},
{
"Subject ID":"-",
"Sample ID":"N175",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N175","Sample description":"Control","Gender":"Male","Race":"White","BMI":"28.6","Smoker":"Never","Age":"42"}
},
{
"Subject ID":"-",
"Sample ID":"N176",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N176","Sample description":"Control","Gender":"Female","Race":"Unk/Missing","BMI":"23.4","Smoker":"Never","Age":"26"}
},
{
"Subject ID":"-",
"Sample ID":"N177",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N177","Sample description":"Control","Gender":"Male","Race":"White","BMI":"24.9","Smoker":"Never","Age":"55"}
},
{
"Subject ID":"-",
"Sample ID":"N178",
"Factors":{"SampleType":"Control"},
"Additional sample data":{"RAW_FILE_NAME":"N178","Sample description":"Control","Gender":"Male","Race":"White","BMI":"26.9","Smoker":"Never","Age":"48"}
}
],
"COLLECTION":{"COLLECTION_SUMMARY":"Urine samples were collected at the Emory University Hospital","COLLECTION_PROTOCOL_FILENAME":"2_Collection_protocol_RCC_FEB2021.docx","SAMPLE_TYPE":"Urine"},

"TREATMENT":{"TREATMENT_SUMMARY":"There were no treatment in the study, urine samples of healthy subjects and renal cell carcinoma patients were collected."},

"SAMPLEPREP":{"SAMPLEPREP_SUMMARY":"Urine’s samples were prepared for both NMR and MS experiments","SAMPLEPREP_PROTOCOL_FILENAME":"3_Sample preparation protocol_RCC_FEB2021.docx","PROCESSING_STORAGE_CONDITIONS":"-80℃"},

"CHROMATOGRAPHY":{"CHROMATOGRAPHY_TYPE":"HILIC","INSTRUMENT_NAME":"Q Exactive HF","COLUMN_NAME":"Waters Acquity UPLC BEH HILIC (2.1 x 75 mm, 1.7 µm)"},

"ANALYSIS":{"ANALYSIS_TYPE":"MS","LABORATORY_NAME":"Fernandez Lab (Georgia Tech)"},

"MS":{"INSTRUMENT_NAME":"Thermo Q Exactive HF hybrid Orbitrap","INSTRUMENT_TYPE":"Orbitrap","MS_TYPE":"ESI","ION_MODE":"NEGATIVE","MS_COMMENTS":"--","MS_RESULTS_FILE":"ST001705_AN002778_Results.txt UNITS:A.U. Has m/z:No Has RT:Yes RT units:Minutes"}

}