{
"METABOLOMICS WORKBENCH":{"VERSION":"1","CREATED_ON":"May 10, 2016, 10:12 am"},

"PROJECT":{"PROJECT_TITLE":"Metabolomic markers of altered nucleotide metabolism in early stage adenocarcinoma","PROJECT_SUMMARY":"Lung cancer has been the leading cause of cancer death in the United States and worldwide for many decades. Low dose spiral computerized tomography (LDCT) is likely to become the first approved screening and early detection test in the upcoming year, but it is plagued by a high false-positive rate. There is a need to develop complementary screening and early detection tools. A blood-based lung cancer signature is an attractive solution. Given that our knowledge of the molecular biology of smoking-induced lung cancer has dramatically increased over the past few years, this approach is plausible. To date, this effort has been focused on the identification of genomic and proteomic signatures with limited success. A broader strategy that incorporates additional cancer traits is needed. It is well recognized that wide coverage of cellular metabolism in cancer could help provide valuable diagnostic biomarkers and potentially identify molecular drivers of tumorigenesis. Recent advances in mass spectrometry have enabled comprehensive metabolomic analyses of lipids, carbohydrates, amino acids, and nucleotides within a variety of biologic matrices. Early evidence from metabolomic investigation of cancer has identified many altered biochemical profiles. However, to date, there have been few investigations of lung cancer, and most studies have looked at blood plasma or were limited by small sample sizes with mixed histologies. In the current investigation, gas chromatography time-offlight mass spectrometry (GC-TOF) was used to measure 462 lipid, carbohydrate, amino acid, organic acid, and nucleotide metabolites in 39 malignant and nonmalignant lung tissue pairs from current or former smokers with early stage adenocarcinoma. This study cohort represents patient characteristics and tumor histology most likely to be detected with LDCT screening. We hypothesize that identification of cancer-induced cellular and tissue level biochemical changes can offer a robust method for identification of candidate circulating biomarkers and improve our understanding of biochemical changes involved in adenocarcinoma tumorigenesis.","INSTITUTE":"University of California, Davis","DEPARTMENT":"Genome and Biomedical Sciences Facility","LABORATORY":"WCMC Metabolomics Core","LAST_NAME":"Fiehn","FIRST_NAME":"Oliver","ADDRESS":"1315 Genome and Biomedical Sciences Facility, 451 Health Sciences Drive, Davis, CA 95616","EMAIL":"ofiehn@ucdavis.edu","PHONE":"(530) 754-8258","FUNDING_SOURCE":"NIH U24DK097154","PUBLICATIONS":"doi: 10.1158/1940-6207"},

"STUDY":{"STUDY_TITLE":"Metabolomic markers of altered nucleotide metabolism in early stage adenocarcinoma (part II)","STUDY_SUMMARY":"Lung cancer has been the leading cause of cancer death in the United States and worldwide for many decades. Low dose spiral computerized tomography (LDCT) is likely to become the first approved screening and early detection test in the upcoming year, but it is plagued by a high false-positive rate. There is a need to develop complementary screening and early detection tools. A blood-based lung cancer signature is an attractive solution. Given that our knowledge of the molecular biology of smoking-induced lung cancer has dramatically increased over the past few years, this approach is plausible. To date, this effort has been focused on the identification of genomic and proteomic signatures with limited success. A broader strategy that incorporates additional cancer traits is needed. It is well recognized that wide coverage of cellular metabolism in cancer could help provide valuable diagnostic biomarkers and potentially identify molecular drivers of tumorigenesis. Recent advances in mass spectrometry have enabled comprehensive metabolomic analyses of lipids, carbohydrates, amino acids, and nucleotides within a variety of biologic matrices. Early evidence from metabolomic investigation of cancer has identified many altered biochemical profiles. However, to date, there have been few investigations of lung cancer, and most studies have looked at blood plasma or were limited by small sample sizes with mixed histologies. In the current investigation, gas chromatography time-offlight mass spectrometry (GC-TOF) was used to measure 462 lipid, carbohydrate, amino acid, organic acid, and nucleotide metabolites in 39 malignant and nonmalignant lung tissue pairs from current or former smokers with early stage adenocarcinoma. This study cohort represents patient characteristics and tumor histology most likely to be detected with LDCT screening. We hypothesize that identification of cancer-induced cellular and tissue level biochemical changes can offer a robust method for identification of candidate circulating biomarkers and improve our understanding of biochemical changes involved in adenocarcinoma tumorigenesis.","INSTITUTE":"University of California, Davis","DEPARTMENT":"Genome and Biomedical Sciences Facility","LABORATORY":"WCMC Metabolomics Core","LAST_NAME":"Fiehn","FIRST_NAME":"Oliver","ADDRESS":"1315 Genome and Biomedical Sciences Facility, 451 Health Sciences Drive, Davis, CA 95616","EMAIL":"ofiehn@ucdavis.edu","PHONE":"(530) 754-8258","PUBLICATIONS":"doi: 10.1158/1940-6207"},

"SUBJECT":{"SUBJECT_TYPE":"Human","SUBJECT_SPECIES":"Homo sapiens","TAXONOMY_ID":"9606","AGE_OR_AGE_RANGE":"55-91","GENDER":"M/F","HUMAN_RACE":"Caucasian, Asian","HUMAN_SMOKING_STATUS":"Current vs. former"},
"SUBJECT_SAMPLE_FACTORS":[
{
"Subject ID":"1",
"Sample ID":"120412_lung_tissue_Sample1",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"67","Race":"White"}
},
{
"Subject ID":"2",
"Sample ID":"120412_lung_tissue_Sample2",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/BAC","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT2N0M0 (IA)","Age":"55","Race":"White"}
},
{
"Subject ID":"3",
"Sample ID":"120412_lung_tissue_Sample3",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"79","Race":"White"}
},
{
"Subject ID":"4",
"Sample ID":"120412_lung_tissue_Sample4",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"63","Race":"White"}
},
{
"Subject ID":"5",
"Sample ID":"120412_lung_tissue_Sample5",
"Factors":{"Sex":"M","Smoking Status":"Current Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"65","Race":"White"}
},
{
"Subject ID":"6",
"Sample ID":"120412_lung_tissue_Sample6",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"73","Race":"White"}
},
{
"Subject ID":"8",
"Sample ID":"120412_lung_tissue_Sample8",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"65","Race":"White"}
},
{
"Subject ID":"10",
"Sample ID":"120412_lung_tissue_Sample10",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"91","Race":"White"}
},
{
"Subject ID":"11",
"Sample ID":"120412_lung_tissue_Sample11",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1 NO Mx (IA)","Age":"79","Race":"White"}
},
{
"Subject ID":"12",
"Sample ID":"120412_lung_tissue_Sample12",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"70","Race":"White"}
},
{
"Subject ID":"13",
"Sample ID":"120412_lung_tissue_Sample13",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"Adenocarcinoma w/ BAC","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1a N0 M0 (IA)","Age":"70","Race":"White"}
},
{
"Subject ID":"14",
"Sample ID":"120412_lung_tissue_Sample14",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"78","Race":"White"}
},
{
"Subject ID":"15",
"Sample ID":"120412_lung_tissue_Sample15",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"78","Race":"White"}
},
{
"Subject ID":"17",
"Sample ID":"120412_lung_tissue_Sample17",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"59","Race":"White"}
},
{
"Subject ID":"18",
"Sample ID":"120412_lung_tissue_Sample18",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"71","Race":"White"}
},
{
"Subject ID":"19",
"Sample ID":"120412_lung_tissue_Sample19",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT2N0Mx (IB)","Age":"78","Race":"White"}
},
{
"Subject ID":"20",
"Sample ID":"120412_lung_tissue_Sample20",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"(LUL) pT2 N0 Mx,   (RUL) pT1 N0 Mx (IB)","Age":"80","Race":"Unknown_Refused"}
},
{
"Subject ID":"24",
"Sample ID":"120412_lung_tissue_Sample24",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"78","Race":"White"}
},
{
"Subject ID":"25",
"Sample ID":"120412_lung_tissue_Sample25",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"83","Race":"White"}
},
{
"Subject ID":"26",
"Sample ID":"120412_lung_tissue_Sample26",
"Factors":{"Sex":"F","Smoking Status":"Current Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"78","Race":"White"}
},
{
"Subject ID":"27",
"Sample ID":"120412_lung_tissue_Sample27",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"70","Race":"White"}
},
{
"Subject ID":"28",
"Sample ID":"120412_lung_tissue_Sample28",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ bac","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"80","Race":"White"}
},
{
"Subject ID":"29",
"Sample ID":"120412_lung_tissue_Sample29",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT2N0Mx (IB)","Age":"80","Race":"White"}
},
{
"Subject ID":"30",
"Sample ID":"120412_lung_tissue_Sample30",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/BAC","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT2N0M0 (IA)","Age":"55","Race":"White"}
},
{
"Subject ID":"31",
"Sample ID":"120412_lung_tissue_Sample31",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"59","Race":"White"}
},
{
"Subject ID":"32",
"Sample ID":"120412_lung_tissue_Sample32",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"73","Race":"White"}
},
{
"Subject ID":"33",
"Sample ID":"120412_lung_tissue_Sample33",
"Factors":{"Sex":"F","Smoking Status":"Current Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"78","Race":"White"}
},
{
"Subject ID":"34",
"Sample ID":"120412_lung_tissue_Sample34",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"63","Race":"White"}
},
{
"Subject ID":"35",
"Sample ID":"120412_lung_tissue_Sample35",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"74","Race":"White"}
},
{
"Subject ID":"36",
"Sample ID":"120412_lung_tissue_Sample36",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/BAC","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"58","Race":"White"}
},
{
"Subject ID":"37",
"Sample ID":"120412_lung_tissue_Sample37",
"Factors":{"Sex":"F","Smoking Status":"Current Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"59","Race":"White"}
},
{
"Subject ID":"39",
"Sample ID":"120412_lung_tissue_Sample39",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"63","Race":"White"}
},
{
"Subject ID":"40",
"Sample ID":"120412_lung_tissue_Sample40",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"74","Race":"White"}
},
{
"Subject ID":"43",
"Sample ID":"120412_lung_tissue_Sample43",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"79","Race":"White"}
},
{
"Subject ID":"44",
"Sample ID":"120412_lung_tissue_Sample44",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"Adenocarcinoma","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1 N0 M0 (IA)","Age":"63","Race":"White"}
},
{
"Subject ID":"45",
"Sample ID":"120412_lung_tissue_Sample45",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"63","Race":"White"}
},
{
"Subject ID":"46",
"Sample ID":"120412_lung_tissue_Sample46",
"Factors":{"Sex":"M","Smoking Status":"Current Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"69","Race":"White"}
},
{
"Subject ID":"47",
"Sample ID":"120412_lung_tissue_Sample47",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"65","Race":"White"}
},
{
"Subject ID":"49",
"Sample ID":"120412_lung_tissue_Sample49",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"Adenocarcinoma w/ BAC","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1N0Mx (IA)","Age":"78","Race":"White"}
},
{
"Subject ID":"50",
"Sample ID":"120412_lung_tissue_Sample50",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma, multiple primaries","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"85","Race":"White"}
},
{
"Subject ID":"52",
"Sample ID":"120412_lung_tissue_Sample52",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1 NO Mx (IA)","Age":"79","Race":"White"}
},
{
"Subject ID":"53",
"Sample ID":"120412_lung_tissue_Sample53",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"79","Race":"White"}
},
{
"Subject ID":"54",
"Sample ID":"120412_lung_tissue_Sample54",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/BAC","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"58","Race":"White"}
},
{
"Subject ID":"55",
"Sample ID":"120412_lung_tissue_Sample55",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"Adenocarcinoma","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT2N0Mx(IB)","Age":"77","Race":"Asian"}
},
{
"Subject ID":"56",
"Sample ID":"120412_lung_tissue_Sample56",
"Factors":{"Sex":"M","Smoking Status":"Current Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"62","Race":"White"}
},
{
"Subject ID":"58",
"Sample ID":"120412_lung_tissue_Sample58",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"67","Race":"White"}
},
{
"Subject ID":"59",
"Sample ID":"120412_lung_tissue_Sample59",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"62","Race":"White"}
},
{
"Subject ID":"61",
"Sample ID":"120412_lung_tissue_Sample61",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"83","Race":"White"}
},
{
"Subject ID":"62",
"Sample ID":"120412_lung_tissue_Sample62",
"Factors":{"Sex":"M","Smoking Status":"Current Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"65","Race":"White"}
},
{
"Subject ID":"63",
"Sample ID":"120412_lung_tissue_Sample63",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"62","Race":"White"}
},
{
"Subject ID":"64",
"Sample ID":"120412_lung_tissue_Sample64",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"78","Race":"White"}
},
{
"Subject ID":"65",
"Sample ID":"120412_lung_tissue_Sample65",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma, multiple primaries","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"85","Race":"White"}
},
{
"Subject ID":"66",
"Sample ID":"120412_lung_tissue_Sample66",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1N0Mx (IA)","Age":"64","Race":"Unknown_Refused"}
},
{
"Subject ID":"68",
"Sample ID":"120412_lung_tissue_Sample68",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"Adenocarcinoma","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT2N0Mx(IB)","Age":"77","Race":"Asian"}
},
{
"Subject ID":"69",
"Sample ID":"120412_lung_tissue_Sample69",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"80","Race":"White"}
},
{
"Subject ID":"70",
"Sample ID":"120412_lung_tissue_Sample70",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma, multiple primaries","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"69","Race":"White"}
},
{
"Subject ID":"71",
"Sample ID":"120412_lung_tissue_Sample71",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"No"},
"Additional sample data":{"Stage":"(LUL) pT2 N0 Mx,   (RUL) pT1 N0 Mx (IB)","Age":"80","Race":"Unknown_Refused"}
},
{
"Subject ID":"72",
"Sample ID":"120412_lung_tissue_Sample72",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma, multiple primaries","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"69","Race":"White"}
},
{
"Subject ID":"73",
"Sample ID":"120412_lung_tissue_Sample73",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"80","Race":"White"}
},
{
"Subject ID":"74",
"Sample ID":"120412_lung_tissue_Sample74",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"84","Race":"White"}
},
{
"Subject ID":"75",
"Sample ID":"120412_lung_tissue_Sample75",
"Factors":{"Sex":"F","Smoking Status":"Current Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"59","Race":"White"}
},
{
"Subject ID":"78",
"Sample ID":"120412_lung_tissue_Sample78",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT2N0Mx (IB)","Age":"78","Race":"White"}
},
{
"Subject ID":"79",
"Sample ID":"120412_lung_tissue_Sample79",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"91","Race":"White"}
},
{
"Subject ID":"80",
"Sample ID":"120412_lung_tissue_Sample80",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1N0Mx (IA)","Age":"64","Race":"Unknown_Refused"}
},
{
"Subject ID":"81",
"Sample ID":"120412_lung_tissue_Sample81",
"Factors":{"Sex":"M","Smoking Status":"Current Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"69","Race":"White"}
},
{
"Subject ID":"83",
"Sample ID":"120412_lung_tissue_Sample83",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"78","Race":"White"}
},
{
"Subject ID":"84",
"Sample ID":"120412_lung_tissue_Sample84",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"75","Race":"White"}
},
{
"Subject ID":"85",
"Sample ID":"120412_lung_tissue_Sample85",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"75","Race":"White"}
},
{
"Subject ID":"87",
"Sample ID":"120412_lung_tissue_Sample87",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"Adenocarcinoma","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1 N0 M0 (IA)","Age":"63","Race":"White"}
},
{
"Subject ID":"89",
"Sample ID":"120412_lung_tissue_Sample89",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"Adenocarcinoma w/ BAC","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1a N0 M0 (IA)","Age":"70","Race":"White"}
},
{
"Subject ID":"90",
"Sample ID":"120412_lung_tissue_Sample90",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"79","Race":"White"}
},
{
"Subject ID":"91",
"Sample ID":"120412_lung_tissue_Sample91",
"Factors":{"Sex":"M","Smoking Status":"Current Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"62","Race":"White"}
},
{
"Subject ID":"93",
"Sample ID":"120412_lung_tissue_Sample93",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"84","Race":"White"}
},
{
"Subject ID":"94",
"Sample ID":"120412_lung_tissue_Sample94",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ bac","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"80","Race":"White"}
},
{
"Subject ID":"95",
"Sample ID":"120412_lung_tissue_Sample95",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT2 N0 Mx (IB)","Age":"71","Race":"White"}
},
{
"Subject ID":"96",
"Sample ID":"120412_lung_tissue_Sample96",
"Factors":{"Sex":"M","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma w/ BAC","Tumor Present":"Yes"},
"Additional sample data":{"Stage":"pT1 N0 Mx (IA)","Age":"78","Race":"White"}
},
{
"Subject ID":"97",
"Sample ID":"120412_lung_tissue_Sample97",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"adenocarcinoma","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT2N0Mx (IB)","Age":"80","Race":"White"}
},
{
"Subject ID":"100",
"Sample ID":"120412_lung_tissue_Sample100",
"Factors":{"Sex":"F","Smoking Status":"Ex-Smoker","Diagnosis":"Adenocarcinoma w/ BAC","Tumor Present":"No"},
"Additional sample data":{"Stage":"pT1N0Mx (IA)","Age":"78","Race":"White"}
},
{
"Subject ID":"RS01",
"Sample ID":"001_120412_lung_tissue_LungTissuePoolMS",
"Factors":{"Sex":"-","Smoking Status":"-","Diagnosis":"-","Tumor Present":"-"},
"Additional sample data":{"Stage":"-","Age":"-","Race":"-"}
},
{
"Subject ID":"RS02",
"Sample ID":"002_120412_lung_tissue_LungTissuePoolMS",
"Factors":{"Sex":"-","Smoking Status":"-","Diagnosis":"-","Tumor Present":"-"},
"Additional sample data":{"Stage":"-","Age":"-","Race":"-"}
},
{
"Subject ID":"RS03",
"Sample ID":"003_120412_lung_tissue_LungTissuePoolMS",
"Factors":{"Sex":"-","Smoking Status":"-","Diagnosis":"-","Tumor Present":"-"},
"Additional sample data":{"Stage":"-","Age":"-","Race":"-"}
},
{
"Subject ID":"RS04",
"Sample ID":"004_120412_lung_tissue_LungTissuePoolMS",
"Factors":{"Sex":"-","Smoking Status":"-","Diagnosis":"-","Tumor Present":"-"},
"Additional sample data":{"Stage":"-","Age":"-","Race":"-"}
},
{
"Subject ID":"RS05",
"Sample ID":"005_120412_lung_tissue_LungTissuePoolMS",
"Factors":{"Sex":"-","Smoking Status":"-","Diagnosis":"-","Tumor Present":"-"},
"Additional sample data":{"Stage":"-","Age":"-","Race":"-"}
},
{
"Subject ID":"RS06",
"Sample ID":"006_120412_lung_tissue_LungTissuePoolMS",
"Factors":{"Sex":"-","Smoking Status":"-","Diagnosis":"-","Tumor Present":"-"},
"Additional sample data":{"Stage":"-","Age":"-","Race":"-"}
},
{
"Subject ID":"RS07",
"Sample ID":"007_120412_lung_tissue_LungTissuePoolMS",
"Factors":{"Sex":"-","Smoking Status":"-","Diagnosis":"-","Tumor Present":"-"},
"Additional sample data":{"Stage":"-","Age":"-","Race":"-"}
},
{
"Subject ID":"RS08",
"Sample ID":"008_120412_lung_tissue_LungTissuePoolMS",
"Factors":{"Sex":"-","Smoking Status":"-","Diagnosis":"-","Tumor Present":"-"},
"Additional sample data":{"Stage":"-","Age":"-","Race":"-"}
},
{
"Subject ID":"RS09",
"Sample ID":"009_120412_lung_tissue_LungTissuePoolMS",
"Factors":{"Sex":"-","Smoking Status":"-","Diagnosis":"-","Tumor Present":"-"},
"Additional sample data":{"Stage":"-","Age":"-","Race":"-"}
}
],
"COLLECTION":{"COLLECTION_SUMMARY":"Deidentified malignant and adjacent nonmalignant lung tissue was obtained from the New York University biorepository. Residual tumor and adjacent nonmalignant tissue was harvested from the resected lung after routine pathologic protocols were completed, following an approved Institutional Review Board (IRB) protocol with patient consent. Two to three tissue pieces were aliquoted into 1.5 mL Nunc vials, and then immediately placed in liquid nitrogen. After transport in liquid nitrogen, each vial was barcoded and stored at 80 C until analyzed.","COLLECTION_PROTOCOL_FILENAME":"Cancer_Prev_Res-2015-Wikoff-410-8.pdf","SAMPLE_TYPE":"Tissue"},

"TREATMENT":{"TREATMENT_SUMMARY":"All specimens were clinically annotated for age, gender, race, histology, smoking status, pack-years, and stage of disease. For this clinical study, samples were selected that came from patients who met the following criteria: (i) current or former smokers, (ii) adenocarcinoma histology, (iii) pathologic stage IA or IB, and (iv) had understood and signed the IRB consent form.","TREATMENT_PROTOCOL_FILENAME":"Cancer_Prev_Res-2015-Wikoff-410-8.pdf"},

"SAMPLEPREP":{"SAMPLEPREP_SUMMARY":"1. Switch on bath to pre-cool at –20°C (±2°C validity temperature range) 2. Gently rotate or aspirate the blood samples for about 10s to obtain a homogenised sample. 3. Aliquot 30?l of plasma sample to a 1.0 mL extraction solution. The extraction solution has to be prechilled using the ThermoElectron Neslab RTE 740 cooling bath set to -20°C. 4. Vortex the sample for about 10s and shake for 5 min at 4°C using the Orbital Mixing Chilling/Heating Plate. If you are using more than one sample, keep the rest of the sample on ice (chilled at <0°C with sodium chloride). 5. Centrifuge samples for 2min at 14000 rcf using the centrifuge Eppendorf 5415 D. 6. Aliquot two 450?L portions of the supernatant. One for analysis and one for a backup sample. Store the backup aliquot in -20°C freezer. 7. Evaporate one 450?L aliquots of the sample in the Labconco Centrivap cold trap concentrator to complete dryness. 8. The dried aliquot is then re-suspended with 450 ?L 50% acetonitrile (degassed as given above). 9. Centrifuged for 2 min at 14000 rcf using the centrifuge Eppendorf 5415. 10. Remove supernatant to a new Eppendorf tube. 11. Evaporate the supernatant to dryness in the Labconco Centrivap cold trap concentrator. 12. Submit to derivatization.","SAMPLEPREP_PROTOCOL_FILENAME":"SOP_blood-GCTOF-11082012.pdf"},

"CHROMATOGRAPHY":{"CHROMATOGRAPHY_TYPE":"HILIC","INSTRUMENT_NAME":"Agilent 6530","COLUMN_NAME":"Waters Acquity BEH HILIC (150 x 2.1mm, 1.7um) attached","FLOW_GRADIENT":"100%B to 45% B","FLOW_RATE":"0.4 mL/min","COLUMN_TEMPERATURE":"45 C","METHODS_FILENAME":"LungNodule_HILIC_Pos_101_AcqMethodReport.pdf","SOLVENT_A":"H2O + 4mM Acetic Acid + 6 mM Ammonium Acetate","SOLVENT_B":"9:1 Acetonitrile: H2O + 4mM Acetic Acid + 6mM Ammonium Acetate","COLUMN_PRESSURE":"1200 bar","SAMPLE_INJECTION":"5uL","ANALYTICAL_TIME":"20 min","RANDOMIZATION_ORDER":"Excel generated"},

"ANALYSIS":{"ANALYSIS_TYPE":"MS","LABORATORY_NAME":"WCMC Metabolomics Core","DETECTOR_TYPE":"TOF","SOFTWARE_VERSION":"ChromaTOF","DATA_FORMAT":".d"},

"MS":{"MS_COMMENTS":"-","INSTRUMENT_NAME":"Agilent 6530A QTOF","INSTRUMENT_TYPE":"QTOF","MS_TYPE":"ESI","ION_MODE":"POSITIVE","CAPILLARY_VOLTAGE":"3000 V","DRY_GAS_FLOW":"8 L/min","DRY_GAS_TEMP":"350 C","FRAGMENT_VOLTAGE":"125 V","IONIZATION":"Pos","MASS_ACCURACY":"Nominal","NEBULIZER":"35 psig","OCTPOLE_VOLTAGE":"750 V","SCANNING_CYCLE":"2 Hz","SCANNING_RANGE":"57-1400 Da","SKIMMER_VOLTAGE":"65 V"},

"MS_METABOLITE_DATA":{
"Units":"counts",

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