{"id":"https://openalex.org/W3021276280","doi":"https://doi.org/10.1080/14789450.2020.1766975","title":"Network-based strategies in metabolomics data analysis and interpretation: from molecular networking to biological interpretation","display_name":"Network-based strategies in metabolomics data analysis and interpretation: from molecular networking to biological interpretation","publication_year":2020,"publication_date":"2020-04-02","ids":{"openalex":"https://openalex.org/W3021276280","doi":"https://doi.org/10.1080/14789450.2020.1766975","mag":"3021276280","pmid":"https://pubmed.ncbi.nlm.nih.gov/32380880"},"language":"en","primary_location":{"id":"doi:10.1080/14789450.2020.1766975","doi":"https://doi.org/10.1080/14789450.2020.1766975","is_oa":true,"landing_page_url":"https://doi.org/10.1080/14789450.2020.1766975","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/14789450.2020.1766975?needAccess=true","source":{"id":"https://openalex.org/S96346590","display_name":"Expert Review of Proteomics","issn_l":"1478-9450","issn":["1478-9450","1744-8387"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Review of Proteomics","raw_type":"journal-article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/14789450.2020.1766975?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068402866","display_name":"Leonardo Perez de Souza","orcid":"https://orcid.org/0000-0002-7200-8808","observed_orcids":["https://orcid.org/0000-0002-7200-8808"]},"institutions":[{"id":"https://openalex.org/I4210105972","display_name":"Max Planck Institute of Molecular Plant Physiology","ror":"https://ror.org/01fbde567","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210105972"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Leonardo Perez De Souza","raw_affiliation_strings":["Department of molecular physiology, Max-Planck-Institute of Molecular Plant Physiology, Potsdam-Golm, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7200-8808","affiliations":[{"raw_affiliation_string":"Department of molecular physiology, Max-Planck-Institute of Molecular Plant Physiology, Potsdam-Golm, Germany","institution_ids":["https://openalex.org/I4210105972"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000498952","display_name":"Saleh Alseekh","orcid":"https://orcid.org/0000-0003-2067-5235","observed_orcids":["https://orcid.org/0000-0003-2067-5235"]},"institutions":[{"id":"https://openalex.org/I4210086650","display_name":"Center of Plant Systems Biology and Biotechnology","ror":"https://ror.org/0020pnp42","country_code":"BG","type":"facility","lineage":["https://openalex.org/I4210086650"]},{"id":"https://openalex.org/I4210105972","display_name":"Max Planck Institute of Molecular Plant Physiology","ror":"https://ror.org/01fbde567","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210105972"]}],"countries":["BG","DE"],"is_corresponding":false,"raw_author_name":"Saleh Alseekh","raw_affiliation_strings":["Department of molecular physiology, Max-Planck-Institute of Molecular Plant Physiology, Potsdam-Golm, Germany","Department of plant metabolomics, Centre of Plant Systems Biology and Biotechnology, Plovdiv, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of molecular physiology, Max-Planck-Institute of Molecular Plant Physiology, Potsdam-Golm, Germany","institution_ids":["https://openalex.org/I4210105972"]},{"raw_affiliation_string":"Department of plant metabolomics, Centre of Plant Systems Biology and Biotechnology, Plovdiv, Bulgaria","institution_ids":["https://openalex.org/I4210086650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081870300","display_name":"Yariv Brotman","orcid":"https://orcid.org/0000-0001-6573-7845","observed_orcids":["https://orcid.org/0000-0001-6573-7845"]},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Yariv Brotman","raw_affiliation_strings":["Department of Life Sciences, Ben-Gurion University of the Negev, Beersheba, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Life Sciences, Ben-Gurion University of the Negev, Beersheba, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082852942","display_name":"Alisdair Robert Fernie","orcid":"https://orcid.org/0000-0001-9000-335X","observed_orcids":["https://orcid.org/0000-0001-9000-335X"]},"institutions":[{"id":"https://openalex.org/I4210086650","display_name":"Center of Plant Systems Biology and Biotechnology","ror":"https://ror.org/0020pnp42","country_code":"BG","type":"facility","lineage":["https://openalex.org/I4210086650"]},{"id":"https://openalex.org/I4210105972","display_name":"Max Planck Institute of Molecular Plant Physiology","ror":"https://ror.org/01fbde567","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210105972"]}],"countries":["BG","DE"],"is_corresponding":true,"raw_author_name":"Alisdair R Fernie","raw_affiliation_strings":["Department of molecular physiology, Max-Planck-Institute of Molecular Plant Physiology, Potsdam-Golm, Germany","Department of plant metabolomics, Centre of Plant Systems Biology and Biotechnology, Plovdiv, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of molecular physiology, Max-Planck-Institute of Molecular Plant Physiology, Potsdam-Golm, Germany","institution_ids":["https://openalex.org/I4210105972"]},{"raw_affiliation_string":"Department of plant metabolomics, Centre of Plant Systems Biology and Biotechnology, Plovdiv, Bulgaria","institution_ids":["https://openalex.org/I4210086650"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082852942"],"corresponding_institution_ids":["https://openalex.org/I4210086650","https://openalex.org/I4210105972"],"apc_list":null,"apc_paid":null,"fwci":1.6506,"has_fulltext":true,"cited_by_count":149,"citation_normalized_percentile":{"value":0.86499227,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"17","issue":"4","first_page":"243","last_page":"255"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.6147000193595886,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.6147000193595886,"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/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.3422999978065491,"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/T10932","display_name":"Microbial Metabolic Engineering and Bioproduction","score":0.02710000053048134,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/metabolomics","display_name":"metabolomics","score":0.6620000004768372},{"id":"https://openalex.org/keywords/network-analysis","display_name":"network analysis","score":0.7480000257492065},{"id":"https://openalex.org/keywords/molecular-networking","display_name":"molecular networking","score":0.9269999861717224},{"id":"https://openalex.org/keywords/association-networks","display_name":"association networks","score":0.8769999742507935},{"id":"https://openalex.org/keywords/metabolite-annotation","display_name":"metabolite annotation","score":0.9309999942779541},{"id":"https://openalex.org/keywords/biochemical-networks","display_name":"biochemical reaction networks","score":0.9120000004768372},{"id":"https://openalex.org/keywords/metabolic-networks","display_name":"metabolic networks","score":0.6259999871253967},{"id":"https://openalex.org/keywords/unknown-compound-identification","display_name":"unknown compound identification","score":0.753000020980835},{"id":"https://openalex.org/keywords/systems-biology","display_name":"systems biology","score":0.7149999737739563}],"concepts":[{"id":"https://openalex.org/C21565614","wikidata":"https://www.wikidata.org/wiki/Q12149006","display_name":"Metabolomics","level":2,"score":0.792665421962738},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6939975619316101},{"id":"https://openalex.org/C101810790","wikidata":"https://www.wikidata.org/wiki/Q2263094","display_name":"Metabolic network","level":2,"score":0.585780918598175},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5718656182289124},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5610419511795044},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5437454581260681},{"id":"https://openalex.org/C152662350","wikidata":"https://www.wikidata.org/wiki/Q815297","display_name":"Systems biology","level":2,"score":0.5204375386238098},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.48548033833503723},{"id":"https://openalex.org/C28225019","wikidata":"https://www.wikidata.org/wiki/Q4915005","display_name":"Biological network","level":2,"score":0.4407449960708618},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.4254777133464813},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.41225147247314453},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.30220502614974976},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2804587483406067},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.08065885305404663},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D007256","descriptor_name":"Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049490","descriptor_name":"Systems Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1080/14789450.2020.1766975","doi":"https://doi.org/10.1080/14789450.2020.1766975","is_oa":true,"landing_page_url":"https://doi.org/10.1080/14789450.2020.1766975","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/14789450.2020.1766975?needAccess=true","source":{"id":"https://openalex.org/S96346590","display_name":"Expert Review of Proteomics","issn_l":"1478-9450","issn":["1478-9450","1744-8387"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Review of Proteomics","raw_type":"journal-article"},{"id":"pmid:32380880","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32380880","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,"listed_in":[],"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":"Expert review of proteomics","raw_type":"Journal Article"},{"id":"pmh:oai:pure.mpg.de:item_3228420","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/21.11116/0000-0006-9DA3-1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400654","display_name":"MPG.PuRe (Max Planck Society)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I149899117","host_organization_name":"Max Planck Society","host_organization_lineage":["https://openalex.org/I149899117"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Expert Review of Proteomics","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:zenodo.org:4709880","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/4709880","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1080/14789450.2020.1766975","doi":"https://doi.org/10.1080/14789450.2020.1766975","is_oa":true,"landing_page_url":"https://doi.org/10.1080/14789450.2020.1766975","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/14789450.2020.1766975?needAccess=true","source":{"id":"https://openalex.org/S96346590","display_name":"Expert Review of Proteomics","issn_l":"1478-9450","issn":["1478-9450","1744-8387"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Review of Proteomics","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G3936066601","display_name":null,"funder_award_id":"SGA-CSA No 664621","funder_id":"https://openalex.org/F4320337669","funder_display_name":"H2020 European Institute of Innovation and Technology"},{"id":"https://openalex.org/G4595076145","display_name":null,"funder_award_id":"FPA No. 664620","funder_id":"https://openalex.org/F4320337669","funder_display_name":"H2020 European Institute of Innovation and Technology"},{"id":"https://openalex.org/G6280396129","display_name":null,"funder_award_id":"No 739582","funder_id":"https://openalex.org/F4320337669","funder_display_name":"H2020 European Institute of Innovation and Technology"}],"funders":[{"id":"https://openalex.org/F4320337669","display_name":"H2020 European Institute of Innovation and Technology","ror":"https://ror.org/036dxts37"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3021276280.pdf","grobid_xml":"https://content.openalex.org/works/W3021276280.grobid-xml"},"referenced_works_count":125,"referenced_works":["https://openalex.org/W143096088","https://openalex.org/W955143830","https://openalex.org/W1543068333","https://openalex.org/W1598925596","https://openalex.org/W1629653960","https://openalex.org/W1904367196","https://openalex.org/W1960741063","https://openalex.org/W1964010911","https://openalex.org/W1965038686","https://openalex.org/W1966156878","https://openalex.org/W1966327575","https://openalex.org/W1968486566","https://openalex.org/W1973370947","https://openalex.org/W1976672440","https://openalex.org/W1984566266","https://openalex.org/W1989299822","https://openalex.org/W1990442426","https://openalex.org/W1994656497","https://openalex.org/W1995869668","https://openalex.org/W1999758530","https://openalex.org/W2002529746","https://openalex.org/W2006317824","https://openalex.org/W2007752577","https://openalex.org/W2009578404","https://openalex.org/W2014348203","https://openalex.org/W2025944550","https://openalex.org/W2031190866","https://openalex.org/W2038111222","https://openalex.org/W2040199573","https://openalex.org/W2040683679","https://openalex.org/W2041654139","https://openalex.org/W2044525257","https://openalex.org/W2044935306","https://openalex.org/W2046965677","https://openalex.org/W2057012490","https://openalex.org/W2066684567","https://openalex.org/W2067164255","https://openalex.org/W2070624004","https://openalex.org/W2072040767","https://openalex.org/W2075442181","https://openalex.org/W2078355959","https://openalex.org/W2079609797","https://openalex.org/W2092899907","https://openalex.org/W2099380913","https://openalex.org/W2100452303","https://openalex.org/W2103133750","https://openalex.org/W2110070747","https://openalex.org/W2111652881","https://openalex.org/W2112101310","https://openalex.org/W2115088582","https://openalex.org/W2115993694","https://openalex.org/W2116272744","https://openalex.org/W2120745758","https://openalex.org/W2132485204","https://openalex.org/W2132555912","https://openalex.org/W2133254377","https://openalex.org/W2134926220","https://openalex.org/W2143652600","https://openalex.org/W2144803530","https://openalex.org/W2144885342","https://openalex.org/W2145265944","https://openalex.org/W2153020710","https://openalex.org/W2157997018","https://openalex.org/W2159585030","https://openalex.org/W2159675211","https://openalex.org/W2159899793","https://openalex.org/W2162314707","https://openalex.org/W2163480486","https://openalex.org/W2169517653","https://openalex.org/W2260075228","https://openalex.org/W2269233119","https://openalex.org/W2283606770","https://openalex.org/W2285468881","https://openalex.org/W2319614057","https://openalex.org/W2324844290","https://openalex.org/W2331937044","https://openalex.org/W2482660660","https://openalex.org/W2483024785","https://openalex.org/W2504691963","https://openalex.org/W2510334816","https://openalex.org/W2535697194","https://openalex.org/W2548357532","https://openalex.org/W2551876238","https://openalex.org/W2553276489","https://openalex.org/W2559588208","https://openalex.org/W2581210481","https://openalex.org/W2603959463","https://openalex.org/W2607186010","https://openalex.org/W2615536759","https://openalex.org/W2755377387","https://openalex.org/W2761631498","https://openalex.org/W2766501219","https://openalex.org/W2767683865","https://openalex.org/W2769063482","https://openalex.org/W2769391875","https://openalex.org/W2770555117","https://openalex.org/W2771636990","https://openalex.org/W2781939187","https://openalex.org/W2794105678","https://openalex.org/W2799722176","https://openalex.org/W2800712778","https://openalex.org/W2801218382","https://openalex.org/W2802473898","https://openalex.org/W2803664483","https://openalex.org/W2846896496","https://openalex.org/W2896108989","https://openalex.org/W2898791608","https://openalex.org/W2900682826","https://openalex.org/W2902374207","https://openalex.org/W2902880765","https://openalex.org/W2913967880","https://openalex.org/W2914299027","https://openalex.org/W2938756926","https://openalex.org/W2947129631","https://openalex.org/W2951891306","https://openalex.org/W2953777054","https://openalex.org/W2956419562","https://openalex.org/W2973409925","https://openalex.org/W2977870980","https://openalex.org/W2987055620","https://openalex.org/W2994906557","https://openalex.org/W2997440030","https://openalex.org/W3080789666","https://openalex.org/W3099074835","https://openalex.org/W3158923443"],"related_works":["https://openalex.org/W4220718053","https://openalex.org/W2794105678","https://openalex.org/W2334520747","https://openalex.org/W2989686555","https://openalex.org/W1975615784","https://openalex.org/W7205394822","https://openalex.org/W4400430493","https://openalex.org/W2163410580","https://openalex.org/W2038111222","https://openalex.org/W118005348"],"abstract_inverted_index":{"INTRODUCTION:":[0],"Metabolomics":[1],"has":[2],"become":[3],"a":[4,18,172],"crucial":[5],"part":[6],"of":[7,38,44,110,126,135,144,151,161],"systems":[8],"biology;":[9],"however,":[10],"data":[11,70,95,145],"analysis":[12,71,117,163],"is":[13,118,154],"still":[14],"often":[15],"undertaken":[16],"in":[17,24,138],"reductionist":[19],"way":[20],"focusing":[21],"on":[22,79],"changes":[23,170],"individual":[25],"metabolites.":[26],"Whilst":[27],"such":[28,111],"approaches":[29],"indeed":[30],"provide":[31],"relevant":[32,101,168],"insights":[33,102],"into":[34,103],"the":[35,41,53,108,124,133,142,149,159],"metabolic":[36,45,104,128,152,169],"phenotype":[37],"an":[39,119],"organism,":[40],"intricate":[42],"nature":[43],"relationships":[46,129],"may":[47],"be":[48,66],"better":[49,166],"explored":[50],"when":[51],"considering":[52],"whole":[54],"system.":[55],"AREAS":[56],"COVERED:":[57],"This":[58],"review":[59],"highlights":[60],"multiple":[61],"network":[62],"strategies":[63],"that":[64,122,164],"can":[65,165],"applied":[67],"for":[68,93,158],"metabolomics":[69,147],"from":[72,146,171],"different":[73],"perspectives":[74],"including:":[75],"association":[76],"networks":[77,85,92,153],"based":[78,116],"quantitative":[80],"information,":[81],"mass":[82,139],"spectra":[83],"similarity":[84],"to":[86],"assist":[87],"metabolite":[88],"annotation":[89],"and":[90,156],"biochemical":[91],"systematic":[94,173],"interpretation.":[96],"We":[97],"also":[98],"highlight":[99],"some":[100],"organization":[105],"obtained":[106],"through":[107],"exploration":[109],"approaches.":[112],"EXPERT":[113],"OPINION:":[114],"Network":[115],"established":[120],"method":[121],"allows":[123,157],"identification":[125,134],"non-intuitive":[127],"as":[130,132],"well":[131],"unknown":[136],"compounds":[137],"spectrometry.":[140],"Additionally,":[141],"representation":[143],"within":[148],"context":[150],"intuitive":[155],"use":[160],"statistical":[162],"summarize":[167],"perspective.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":19},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":36},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":25},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":7}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2020-05-13T00:00:00"}
