{"id":"https://openalex.org/W2098564882","doi":"https://doi.org/10.1186/s13336-015-0018-4","title":"Metabolomics and partial least square discriminant analysis to predict history of myocardial infarction of self-claimed healthy subjects: validity and feasibility for clinical practice","display_name":"Metabolomics and partial least square discriminant analysis to predict history of myocardial infarction of self-claimed healthy subjects: validity and feasibility for clinical practice","publication_year":2015,"publication_date":"2015-03-12","ids":{"openalex":"https://openalex.org/W2098564882","doi":"https://doi.org/10.1186/s13336-015-0018-4","mag":"2098564882","pmid":"https://pubmed.ncbi.nlm.nih.gov/25806102"},"language":"en","primary_location":{"id":"doi:10.1186/s13336-015-0018-4","is_oa":false,"landing_page_url":"https://doi.org/10.1186/s13336-015-0018-4","pdf_url":null,"source":{"id":"https://openalex.org/S141199735","display_name":"Journal of Clinical Bioinformatics","issn_l":"2043-9113","issn":["2043-9113"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Clinical Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4371619","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003576834","display_name":"Nornazliya Mohamad","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Nornazliya Mohamad","raw_affiliation_strings":["Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300 Malaysia"],"affiliations":[{"raw_affiliation_string":"Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300 Malaysia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071712123","display_name":"Rose Iszati Ismet","orcid":"https://orcid.org/0000-0003-3996-8708"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rose Iszati Ismet","raw_affiliation_strings":["Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300 Malaysia"],"affiliations":[{"raw_affiliation_string":"Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300 Malaysia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033350784","display_name":"MohdSalleh Rofiee","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"MohdSalleh Rofiee","raw_affiliation_strings":["Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300 Malaysia"],"affiliations":[{"raw_affiliation_string":"Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300 Malaysia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087376959","display_name":"Zakaria Bannur","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zakaria Bannur","raw_affiliation_strings":["Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300 Malaysia"],"affiliations":[{"raw_affiliation_string":"Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300 Malaysia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107384000","display_name":"Thomas Hennessy","orcid":"https://orcid.org/0000-0002-5717-6774"},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Thomas Hennessy","raw_affiliation_strings":["Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300 Malaysia ; Life Sciences & Diagnostics Group, Translational Research Institute, Brisbane, Australia","Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300, Malaysia. Life Sciences & Diagnostics Group, Translational Research Institute, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300 Malaysia ; Life Sciences & Diagnostics Group, Translational Research Institute, Brisbane, Australia","institution_ids":[]},{"raw_affiliation_string":"Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300, Malaysia. Life Sciences & Diagnostics Group, Translational Research Institute, Brisbane, Australia","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075617314","display_name":"Manikandan Selvaraj","orcid":"https://orcid.org/0000-0001-8604-8598"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manikandan Selvaraj","raw_affiliation_strings":["Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300 Malaysia"],"affiliations":[{"raw_affiliation_string":"Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300 Malaysia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102248101","display_name":"Aminuddin Ahmad","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aminuddin Ahmad","raw_affiliation_strings":["Faculty of Medicine, Universiti Teknologi MARA (UiTM), Sungai Buloh, Selangor Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Universiti Teknologi MARA (UiTM), Sungai Buloh, Selangor Malaysia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103533492","display_name":"FadzilahMohd Nor","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"FadzilahMohd Nor","raw_affiliation_strings":["Faculty of Medicine, Universiti Teknologi MARA (UiTM), Sungai Buloh, Selangor Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Universiti Teknologi MARA (UiTM), Sungai Buloh, Selangor Malaysia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084450491","display_name":"ThuhairahHasrah Abdul Rahman","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"ThuhairahHasrah Abdul Rahman","raw_affiliation_strings":["Faculty of Medicine, Universiti Teknologi MARA (UiTM), Sungai Buloh, Selangor Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Universiti Teknologi MARA (UiTM), Sungai Buloh, Selangor Malaysia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051971337","display_name":"Kamarudzaman Md. Isa","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kamarudzaman Md.Isa","raw_affiliation_strings":["Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300 Malaysia"],"affiliations":[{"raw_affiliation_string":"Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300 Malaysia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078376220","display_name":"AdzroolIdzwan Ismail","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"AdzroolIdzwan Ismail","raw_affiliation_strings":["Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300 Malaysia"],"affiliations":[{"raw_affiliation_string":"Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300 Malaysia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056594335","display_name":"Lay Kek Teh","orcid":"https://orcid.org/0000-0002-2830-4263"},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Lay Kek Teh","raw_affiliation_strings":["Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300 Malaysia ; Faculty of Pharmacy, Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Selangor 42300 Malaysia","Universiti Teknologi MARA, Shah Alam, Malaysia"],"affiliations":[{"raw_affiliation_string":"Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300 Malaysia ; Faculty of Pharmacy, Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Selangor 42300 Malaysia","institution_ids":[]},{"raw_affiliation_string":"Universiti Teknologi MARA, Shah Alam, Malaysia","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101416082","display_name":"Mohd Zaki Salleh","orcid":"https://orcid.org/0000-0001-9882-0661"},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohd Zaki Salleh","raw_affiliation_strings":["Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300 Malaysia ; Faculty of Pharmacy, Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Selangor 42300 Malaysia","Universiti Teknologi MARA, Shah Alam, Malaysia"],"affiliations":[{"raw_affiliation_string":"Integrative Pharmacogenomics Institute (iPROMISE), Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Puncak Alam Malaysia, Selangor 42300 Malaysia ; Faculty of Pharmacy, Universiti Teknologi MARA (UiTM), Bandar Puncak Alam, Selangor 42300 Malaysia","institution_ids":[]},{"raw_affiliation_string":"Universiti Teknologi MARA, Shah Alam, Malaysia","institution_ids":["https://openalex.org/I82724352"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5003576834"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0544,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.76751166,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"5","issue":"1","first_page":"3","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12267","display_name":"Diet and metabolism studies","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10351","display_name":"Liver Disease Diagnosis and Treatment","score":0.9742000102996826,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.7520063519477844},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.6797618865966797},{"id":"https://openalex.org/keywords/myocardial-infarction","display_name":"Myocardial infarction","score":0.603675365447998},{"id":"https://openalex.org/keywords/clinical-practice","display_name":"Clinical Practice","score":0.5675754547119141},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.4644384980201721},{"id":"https://openalex.org/keywords/discriminant-validity","display_name":"Discriminant validity","score":0.4295240044593811},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3877311050891876},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33101075887680054},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25044184923171997},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.22831526398658752},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.20076647400856018},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.14070791006088257},{"id":"https://openalex.org/keywords/psychometrics","display_name":"Psychometrics","score":0.13798943161964417},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.12870019674301147},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.1170985996723175}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7520063519477844},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.6797618865966797},{"id":"https://openalex.org/C500558357","wikidata":"https://www.wikidata.org/wiki/Q12152","display_name":"Myocardial infarction","level":2,"score":0.603675365447998},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.5675754547119141},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.4644384980201721},{"id":"https://openalex.org/C120107772","wikidata":"https://www.wikidata.org/wiki/Q168554","display_name":"Discriminant validity","level":4,"score":0.4295240044593811},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3877311050891876},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33101075887680054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25044184923171997},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.22831526398658752},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.20076647400856018},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.14070791006088257},{"id":"https://openalex.org/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","level":2,"score":0.13798943161964417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.12870019674301147},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.1170985996723175},{"id":"https://openalex.org/C3018868096","wikidata":"https://www.wikidata.org/wiki/Q2693233","display_name":"Internal consistency","level":3,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1186/s13336-015-0018-4","is_oa":false,"landing_page_url":"https://doi.org/10.1186/s13336-015-0018-4","pdf_url":null,"source":{"id":"https://openalex.org/S141199735","display_name":"Journal of Clinical Bioinformatics","issn_l":"2043-9113","issn":["2043-9113"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Clinical Bioinformatics","raw_type":"journal-article"},{"id":"pmid:25806102","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25806102","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of clinical bioinformatics","raw_type":null},{"id":"pmh:oai:europepmc.org:3334222","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4371619","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:europepmc.org:3334222","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4371619","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W37910914","https://openalex.org/W1633604733","https://openalex.org/W1899702052","https://openalex.org/W1966313376","https://openalex.org/W1973818483","https://openalex.org/W1983847379","https://openalex.org/W1986057581","https://openalex.org/W1991194847","https://openalex.org/W1992443804","https://openalex.org/W1993449875","https://openalex.org/W2000227646","https://openalex.org/W2006863191","https://openalex.org/W2010391698","https://openalex.org/W2015521560","https://openalex.org/W2016301320","https://openalex.org/W2019865295","https://openalex.org/W2030472736","https://openalex.org/W2032233022","https://openalex.org/W2038099696","https://openalex.org/W2038115984","https://openalex.org/W2042898995","https://openalex.org/W2043601215","https://openalex.org/W2050856345","https://openalex.org/W2055012077","https://openalex.org/W2063704083","https://openalex.org/W2065150396","https://openalex.org/W2070147923","https://openalex.org/W2072205303","https://openalex.org/W2075431583","https://openalex.org/W2076954918","https://openalex.org/W2105743457","https://openalex.org/W2110703528","https://openalex.org/W2113699598","https://openalex.org/W2117692326","https://openalex.org/W2119137906","https://openalex.org/W2128597483","https://openalex.org/W2146067772","https://openalex.org/W2162684228","https://openalex.org/W2171830353","https://openalex.org/W2216795130","https://openalex.org/W2225385710","https://openalex.org/W2323318319","https://openalex.org/W2437554943","https://openalex.org/W4210949340","https://openalex.org/W4211127460","https://openalex.org/W7067309279"],"related_works":["https://openalex.org/W2250488071","https://openalex.org/W2356150353","https://openalex.org/W2018643641","https://openalex.org/W2380744779","https://openalex.org/W2967867994","https://openalex.org/W2469878540","https://openalex.org/W1999647744","https://openalex.org/W2765337000","https://openalex.org/W2113454941","https://openalex.org/W4362736804"],"abstract_inverted_index":{"The":[0,20],"disease":[1,41],"prediction":[2],"model":[3],"based":[4],"on":[5],"metabolites":[6],"is":[7,22,34],"a":[8,30,38],"useful":[9],"diagnostic":[10],"alternative":[11],"as":[12],"compared":[13],"to":[14,24,36],"the":[15,44],"current":[16],"single":[17,31],"biomarker":[18],"assays.":[19],"former":[21],"believed":[23],"be":[25],"more":[26,39],"cost":[27],"effective":[28],"since":[29],"sample":[32],"run":[33],"able":[35],"provide":[37],"comprehensive":[40],"profile,":[42],"whilst":[43],"latter":[45],"require":[46],"different":[47],"types":[48],"of":[49],"sampling":[50],"tubes":[51],"and":[52],"blood":[53],"volumes.":[54]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}