{"id":"https://openalex.org/W1982185581","doi":"https://doi.org/10.1093/nar/gkp356","title":"MetaboAnalyst: a web server for metabolomic data analysis and interpretation","display_name":"MetaboAnalyst: a web server for metabolomic data analysis and interpretation","publication_year":2009,"publication_date":"2009-05-08","ids":{"openalex":"https://openalex.org/W1982185581","doi":"https://doi.org/10.1093/nar/gkp356","mag":"1982185581","pmid":"https://pubmed.ncbi.nlm.nih.gov/19429898"},"language":"en","primary_location":{"id":"doi:10.1093/nar/gkp356","is_oa":true,"landing_page_url":"https://doi.org/10.1093/nar/gkp356","pdf_url":null,"source":{"id":"https://openalex.org/S134668137","display_name":"Nucleic Acids Research","issn_l":"0305-1048","issn":["0305-1048","1362-4954","1362-4962"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nucleic Acids Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1093/nar/gkp356","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073663029","display_name":"Jianguo Xia","orcid":"https://orcid.org/0000-0003-2040-2624"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"J. Xia","raw_affiliation_strings":["Department of Biological Sciences, University of Alberta, Edmonton AB T6G 2E8, Canada","Department of Biological Sciences, University of Alberta, Edmonton, AB T6G 2E8 Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biological Sciences, University of Alberta, Edmonton AB T6G 2E8, Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"Department of Biological Sciences, University of Alberta, Edmonton, AB T6G 2E8 Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010967244","display_name":"Nikolaos Psychogios","orcid":"https://orcid.org/0000-0002-2747-6012"},"institutions":[{"id":"https://openalex.org/I40752897","display_name":"National Institute for Nanotechnology","ror":"https://ror.org/05c0g2426","country_code":"CA","type":"facility","lineage":["https://openalex.org/I40752897","https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"N. Psychogios","raw_affiliation_strings":["Department of Biological Sciences, 2Department of Computing Science, University of Alberta and 3National Research Council, National Institute for Nanotechnology (NINT), Edmonton AB T6G 2E8, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biological Sciences, 2Department of Computing Science, University of Alberta and 3National Research Council, National Institute for Nanotechnology (NINT), Edmonton AB T6G 2E8, Canada","institution_ids":["https://openalex.org/I40752897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111884359","display_name":"N. Young","orcid":null},"institutions":[{"id":"https://openalex.org/I40752897","display_name":"National Institute for Nanotechnology","ror":"https://ror.org/05c0g2426","country_code":"CA","type":"facility","lineage":["https://openalex.org/I40752897","https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"N. Young","raw_affiliation_strings":["Department of Biological Sciences, 2Department of Computing Science, University of Alberta and 3National Research Council, National Institute for Nanotechnology (NINT), Edmonton AB T6G 2E8, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biological Sciences, 2Department of Computing Science, University of Alberta and 3National Research Council, National Institute for Nanotechnology (NINT), Edmonton AB T6G 2E8, Canada","institution_ids":["https://openalex.org/I40752897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003573061","display_name":"David S. Wishart","orcid":"https://orcid.org/0000-0002-3207-2434"},"institutions":[{"id":"https://openalex.org/I40752897","display_name":"National Institute for Nanotechnology","ror":"https://ror.org/05c0g2426","country_code":"CA","type":"facility","lineage":["https://openalex.org/I40752897","https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"D. S. Wishart","raw_affiliation_strings":["Department of Biological Sciences, 2Department of Computing Science, University of Alberta and 3National Research Council, National Institute for Nanotechnology (NINT), Edmonton AB T6G 2E8, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biological Sciences, 2Department of Computing Science, University of Alberta and 3National Research Council, National Institute for Nanotechnology (NINT), Edmonton AB T6G 2E8, Canada","institution_ids":["https://openalex.org/I40752897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3630,"currency":"USD","value_usd":3630},"apc_paid":{"value":3630,"currency":"USD","value_usd":3630},"fwci":16.1241,"has_fulltext":true,"cited_by_count":2342,"citation_normalized_percentile":{"value":0.99517796,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"37","issue":"Web Server","first_page":"W652","last_page":"W660"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9998999834060669,"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":0.9998999834060669,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9596999883651733,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9587000012397766,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/metabolomics","display_name":"Metabolomics","score":0.6361675262451172},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5939147472381592},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.526365339756012},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.46517038345336914},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.43561288714408875},{"id":"https://openalex.org/keywords/web-server","display_name":"Web server","score":0.4342900216579437},{"id":"https://openalex.org/keywords/database-normalization","display_name":"Database normalization","score":0.4319974184036255},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.414715051651001},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.28677332401275635},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.2757561206817627},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.24363502860069275},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22013789415359497},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.2168828547000885},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16758528351783752}],"concepts":[{"id":"https://openalex.org/C21565614","wikidata":"https://www.wikidata.org/wiki/Q12149006","display_name":"Metabolomics","level":2,"score":0.6361675262451172},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5939147472381592},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.526365339756012},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.46517038345336914},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.43561288714408875},{"id":"https://openalex.org/C11392498","wikidata":"https://www.wikidata.org/wiki/Q11288","display_name":"Web server","level":3,"score":0.4342900216579437},{"id":"https://openalex.org/C162984825","wikidata":"https://www.wikidata.org/wiki/Q339072","display_name":"Database normalization","level":3,"score":0.4319974184036255},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.414715051651001},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.28677332401275635},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.2757561206817627},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.24363502860069275},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22013789415359497},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2168828547000885},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16758528351783752},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013058","descriptor_name":"Mass Spectrometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013058","descriptor_name":"Mass Spectrometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013058","descriptor_name":"Mass Spectrometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019906","descriptor_name":"Nuclear Magnetic Resonance, Biomolecular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019906","descriptor_name":"Nuclear Magnetic Resonance, Biomolecular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019906","descriptor_name":"Nuclear Magnetic Resonance, Biomolecular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":8,"locations":[{"id":"doi:10.1093/nar/gkp356","is_oa":true,"landing_page_url":"https://doi.org/10.1093/nar/gkp356","pdf_url":null,"source":{"id":"https://openalex.org/S134668137","display_name":"Nucleic Acids Research","issn_l":"0305-1048","issn":["0305-1048","1362-4954","1362-4962"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nucleic Acids Research","raw_type":"journal-article"},{"id":"pmid:19429898","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/19429898","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":"Nucleic acids research","raw_type":null},{"id":"pmh:oai:cisti-icist.nrc-cnrc.ca:cistinparc:d067627b-c2ae-4e12-b1fd-48f6bd713067","is_oa":true,"landing_page_url":"https://nrc-publications.canada.ca/fra/voir/objet/?id=d067627b-c2ae-4e12-b1fd-48f6bd713067","pdf_url":"https://nrc-publications.canada.ca/eng/view/ft/?id=d067627b-c2ae-4e12-b1fd-48f6bd713067","source":{"id":"https://openalex.org/S7407055245","display_name":"NPARC","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.613.4286","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.613.4286","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://nar.oxfordjournals.org/content/37/suppl_2/W652.full-text-lowres.pdf","raw_type":"text"},{"id":"pmh:oai:escholarship.mcgill.ca:5m60qx805","is_oa":false,"landing_page_url":"https://escholarship.mcgill.ca/concern/articles/5m60qx805","pdf_url":null,"source":{"id":"https://openalex.org/S4306401568","display_name":"eScholarship@McGill (McGill)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5023651","host_organization_name":"McGill University","host_organization_lineage":["https://openalex.org/I5023651"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://academic.oup.com/nar/article/37/suppl_2/W652/1137529?login=true","raw_type":"Article"},{"id":"pmh:oai:escholarship.mcgill.ca:bn999c493","is_oa":true,"landing_page_url":"https://escholarship.mcgill.ca/concern/articles/bn999c493","pdf_url":null,"source":{"id":"https://openalex.org/S4306401568","display_name":"eScholarship@McGill (McGill)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5023651","host_organization_name":"McGill University","host_organization_lineage":["https://openalex.org/I5023651"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://academic.oup.com/nar","raw_type":"Article"},{"id":"pmh:oai:escholarship.mcgill.ca:kd17d044m","is_oa":false,"landing_page_url":"https://escholarship.mcgill.ca/concern/articles/kd17d044m","pdf_url":null,"source":{"id":"https://openalex.org/S4306401568","display_name":"eScholarship@McGill (McGill)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5023651","host_organization_name":"McGill University","host_organization_lineage":["https://openalex.org/I5023651"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://academic.oup.com/nar/article/37/suppl_2/W652/1137529?login=true","raw_type":"Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:2703878","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2703878","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Nucleic Acids Res","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/nar/gkp356","is_oa":true,"landing_page_url":"https://doi.org/10.1093/nar/gkp356","pdf_url":null,"source":{"id":"https://openalex.org/S134668137","display_name":"Nucleic Acids Research","issn_l":"0305-1048","issn":["0305-1048","1362-4954","1362-4962"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nucleic Acids Research","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310787","display_name":"Genome Canada","ror":"https://ror.org/029s29983"},{"id":"https://openalex.org/F4320326646","display_name":"Genome Alberta","ror":null},{"id":"https://openalex.org/F4320334506","display_name":"Canadian Institutes of Health Research","ror":"https://ror.org/01gavpb45"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1538574688","https://openalex.org/W1964010911","https://openalex.org/W2016287164","https://openalex.org/W2028240481","https://openalex.org/W2036583236","https://openalex.org/W2062551369","https://openalex.org/W2074089196","https://openalex.org/W2078358278","https://openalex.org/W2083637865","https://openalex.org/W2084375915","https://openalex.org/W2096576371","https://openalex.org/W2118142823","https://openalex.org/W2121574075","https://openalex.org/W2124911115","https://openalex.org/W2135842485","https://openalex.org/W2139212933","https://openalex.org/W2147831097","https://openalex.org/W2151346683","https://openalex.org/W2152147743","https://openalex.org/W2157795344","https://openalex.org/W2159751674","https://openalex.org/W2160697532","https://openalex.org/W2165681080","https://openalex.org/W2167942713","https://openalex.org/W2911964244","https://openalex.org/W4211085285","https://openalex.org/W4294107304","https://openalex.org/W4294326454"],"related_works":["https://openalex.org/W4200420744","https://openalex.org/W2053247611","https://openalex.org/W4239030218","https://openalex.org/W2582603276","https://openalex.org/W4235947734","https://openalex.org/W3023190635","https://openalex.org/W4312138714","https://openalex.org/W3113664992","https://openalex.org/W4230140792","https://openalex.org/W4320027529"],"abstract_inverted_index":{"Metabolomics":[0],"is":[1,10,25,100,243,267],"a":[2,59,86,101,118,134,142,177,190,210,215,229],"newly":[3],"emerging":[4],"field":[5],"of":[6,16,35,62,110,120,137,144,179,193,203,217,245,249,258,262],"'omics'":[7],"research":[8],"that":[9],"concerned":[11],"with":[12,237],"characterizing":[13],"large":[14,191],"numbers":[15],"metabolites":[17],"using":[18,214],"NMR,":[19],"chromatography":[20],"and":[21,31,49,58,65,158,176,221,239,252],"mass":[22],"spectrometry.":[23],"It":[24,116,139,187],"frequently":[26],"used":[27],"in":[28,44,133],"biomarker":[29],"identification":[30,157,199],"the":[32,77,226,259],"metabolic":[33],"profiling":[34],"cells,":[36],"tissues":[37],"or":[38,183],"organisms.":[39],"The":[40],"data":[41,55,73,94,104,122,148,150,251,264],"processing":[42,105],"challenges":[43],"metabolomics":[45],"are":[46],"quite":[47],"unique":[48],"often":[50],"require":[51],"specialized":[52],"(or":[53],"expensive)":[54],"analysis":[56,74,95,114,212],"software":[57],"detailed":[60,230],"knowledge":[61],"cheminformatics,":[63],"bioinformatics":[64],"statistics.":[66],"In":[67,161],"an":[68],"effort":[69],"to":[70,196,255],"simplify":[71],"metabolomic":[72,93,103,147,250,263],"while":[75],"at":[76,269],"same":[78],"time":[79],"improving":[80],"user":[81],"accessibility,":[82],"we":[83],"have":[84],"developed":[85],"freely":[87],"accessible,":[88],"easy-to-use":[89],"web":[90],"server":[91,227],"for":[92,146],"called":[96],"MetaboAnalyst.":[97],"Fundamentally,":[98],"MetaboAnalyst":[99,163,206,242,266],"web-based":[102,112],"tool":[106],"not":[107],"unlike":[108],"many":[109],"today's":[111],"microarray":[113],"packages.":[115],"accepts":[117],"variety":[119,136,216],"input":[121,204],"(NMR":[123],"peak":[124,129],"lists,":[125,130],"binned":[126],"spectra,":[127],"MS":[128],"compound/concentration":[131],"data)":[132],"wide":[135],"formats.":[138],"also":[140,188],"offers":[141],"number":[143,178],"options":[145],"processing,":[149],"normalization,":[151],"multivariate":[152],"statistical":[153,182],"analysis,":[154,170],"graphing,":[155],"metabolite":[156],"pathway":[159],"mapping.":[160],"particular,":[162],"supports":[164],"such":[165],"techniques":[166],"as:":[167],"fold":[168],"change":[169],"t-tests,":[171],"PCA,":[172],"PLS-DA,":[173],"hierarchical":[174],"clustering":[175],"more":[180],"sophisticated":[181],"machine":[184],"learning":[185],"methods.":[186],"employs":[189],"library":[192],"reference":[194],"spectra":[195],"facilitate":[197],"compound":[198],"from":[200],"most":[201,247,257],"kinds":[202,248,261],"spectra.":[205],"guides":[207],"users":[208],"through":[209],"step-by-step":[211],"pipeline":[213],"menus,":[218],"information":[219],"hyperlinks":[220],"check":[222],"boxes.":[223],"Upon":[224],"completion,":[225],"generates":[228],"report":[231],"describing":[232],"each":[233],"method":[234],"used,":[235],"embedded":[236],"graphical":[238],"tabular":[240],"outputs.":[241],"capable":[244],"handling":[246],"was":[253],"designed":[254],"perform":[256],"common":[260],"analyses.":[265],"accessible":[268],"http://www.metaboanalyst.ca.":[270]},"counts_by_year":[{"year":2026,"cited_by_count":97},{"year":2025,"cited_by_count":220},{"year":2024,"cited_by_count":289},{"year":2023,"cited_by_count":236},{"year":2022,"cited_by_count":206},{"year":2021,"cited_by_count":197},{"year":2020,"cited_by_count":150},{"year":2019,"cited_by_count":114},{"year":2018,"cited_by_count":137},{"year":2017,"cited_by_count":132},{"year":2016,"cited_by_count":137},{"year":2015,"cited_by_count":103},{"year":2014,"cited_by_count":107},{"year":2013,"cited_by_count":85},{"year":2012,"cited_by_count":62}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
