{"id":"https://openalex.org/W2138554702","doi":"https://doi.org/10.1186/2043-9113-1-34","title":"Profiling the human response to physical exercise: a computational strategy for the identification and kinetic analysis of metabolic biomarkers","display_name":"Profiling the human response to physical exercise: a computational strategy for the identification and kinetic analysis of metabolic biomarkers","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W2138554702","doi":"https://doi.org/10.1186/2043-9113-1-34","mag":"2138554702","pmid":"https://pubmed.ncbi.nlm.nih.gov/22182709"},"language":"en","primary_location":{"id":"doi:10.1186/2043-9113-1-34","is_oa":true,"landing_page_url":"https://doi.org/10.1186/2043-9113-1-34","pdf_url":"https://jclinbioinformatics.biomedcentral.com/counter/pdf/10.1186/2043-9113-1-34","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":"hybrid","oa_url":"https://jclinbioinformatics.biomedcentral.com/counter/pdf/10.1186/2043-9113-1-34","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034540499","display_name":"Michael Netzer","orcid":"https://orcid.org/0000-0001-7536-9257"},"institutions":[{"id":"https://openalex.org/I4210114246","display_name":"UMIT - Private Universit\u00e4t f\u00fcr Gesundheitswissenschaften, Medizinische Informatik und Technik","ror":"https://ror.org/02d0kps43","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210114246"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Michael Netzer","raw_affiliation_strings":["Research Group for Clinical Bioinformatics, Institute of Electrical, Electronic and Bioengineering, UMIT, 6060 Hall in Tirol, Austria. christian.baumgartner@umit.at","Research Group for Clinical Bioinformatics, Institute of Electrical, Electronic and Bioengineering, UMIT, 6060, Hall in Tirol, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Group for Clinical Bioinformatics, Institute of Electrical, Electronic and Bioengineering, UMIT, 6060 Hall in Tirol, Austria. christian.baumgartner@umit.at","institution_ids":["https://openalex.org/I4210114246"]},{"raw_affiliation_string":"Research Group for Clinical Bioinformatics, Institute of Electrical, Electronic and Bioengineering, UMIT, 6060, Hall in Tirol, Austria","institution_ids":["https://openalex.org/I4210114246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078595079","display_name":"Klaus M. Weinberger","orcid":"https://orcid.org/0000-0002-8947-5306"},"institutions":[{"id":"https://openalex.org/I4210101414","display_name":"Bavarian Nordic (Germany)","ror":"https://ror.org/01zg9ry50","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210101414","https://openalex.org/I4210106630"]},{"id":"https://openalex.org/I4210114246","display_name":"UMIT - Private Universit\u00e4t f\u00fcr Gesundheitswissenschaften, Medizinische Informatik und Technik","ror":"https://ror.org/02d0kps43","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210114246"]},{"id":"https://openalex.org/I4210146003","display_name":"Biocrates Life Sciences (Austria)","ror":"https://ror.org/05168x816","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210146003"]}],"countries":["AT","DE"],"is_corresponding":false,"raw_author_name":"Klaus M Weinberger","raw_affiliation_strings":["Bavarian Nordic GmbH, Fraunhoferstr. 13, 82152, Martinsried, Munich, Germany","Biocrates Life Sciences AG, Innrain 66/2, 6020, Innsbruck, Austria","Research Group for Clinical Bioinformatics, Institute of Electrical, Electronic and Bioengineering, UMIT, 6060, Hall in Tirol, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bavarian Nordic GmbH, Fraunhoferstr. 13, 82152, Martinsried, Munich, Germany","institution_ids":["https://openalex.org/I4210101414"]},{"raw_affiliation_string":"Biocrates Life Sciences AG, Innrain 66/2, 6020, Innsbruck, Austria","institution_ids":["https://openalex.org/I4210146003"]},{"raw_affiliation_string":"Research Group for Clinical Bioinformatics, Institute of Electrical, Electronic and Bioengineering, UMIT, 6060, Hall in Tirol, Austria","institution_ids":["https://openalex.org/I4210114246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011751346","display_name":"Michael Handler","orcid":"https://orcid.org/0000-0001-7958-3162"},"institutions":[{"id":"https://openalex.org/I4210114246","display_name":"UMIT - Private Universit\u00e4t f\u00fcr Gesundheitswissenschaften, Medizinische Informatik und Technik","ror":"https://ror.org/02d0kps43","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210114246"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Michael Handler","raw_affiliation_strings":["Research Group for Clinical Bioinformatics, Institute of Electrical, Electronic and Bioengineering, UMIT, 6060, Hall in Tirol, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Group for Clinical Bioinformatics, Institute of Electrical, Electronic and Bioengineering, UMIT, 6060, Hall in Tirol, Austria","institution_ids":["https://openalex.org/I4210114246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110881500","display_name":"Michael Seger","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114246","display_name":"UMIT - Private Universit\u00e4t f\u00fcr Gesundheitswissenschaften, Medizinische Informatik und Technik","ror":"https://ror.org/02d0kps43","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210114246"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Michael Seger","raw_affiliation_strings":["Research Group for Clinical Bioinformatics, Institute of Electrical, Electronic and Bioengineering, UMIT, 6060, Hall in Tirol, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Group for Clinical Bioinformatics, Institute of Electrical, Electronic and Bioengineering, UMIT, 6060, Hall in Tirol, Austria","institution_ids":["https://openalex.org/I4210114246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103568976","display_name":"Xiaocong Fang","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210127074","display_name":"Zhongshan Hospital","ror":"https://ror.org/032x22645","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210127074"]},{"id":"https://openalex.org/I4210128921","display_name":"The First Affiliated Hospital, Sun Yat-sen University","ror":"https://ror.org/037p24858","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210128921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaocong Fang","raw_affiliation_strings":["Zhongshan Hospital, Fudan University, 200032, Xuhui District, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhongshan Hospital, Fudan University, 200032, Xuhui District, Shanghai, China","institution_ids":["https://openalex.org/I4210128921","https://openalex.org/I4210127074","https://openalex.org/I24943067","https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010613268","display_name":"Karl Kugler","orcid":"https://orcid.org/0000-0003-2342-7472"},"institutions":[{"id":"https://openalex.org/I4210114246","display_name":"UMIT - Private Universit\u00e4t f\u00fcr Gesundheitswissenschaften, Medizinische Informatik und Technik","ror":"https://ror.org/02d0kps43","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210114246"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Karl G Kugler","raw_affiliation_strings":["Institute for Bioinformatics and Translational Research, UMIT, 6060, Hall in Tirol, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Bioinformatics and Translational Research, UMIT, 6060, Hall in Tirol, Austria","institution_ids":["https://openalex.org/I4210114246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111907321","display_name":"Armin Graber","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114246","display_name":"UMIT - Private Universit\u00e4t f\u00fcr Gesundheitswissenschaften, Medizinische Informatik und Technik","ror":"https://ror.org/02d0kps43","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210114246"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Armin Graber","raw_affiliation_strings":["Institute for Bioinformatics and Translational Research, UMIT, 6060, Hall in Tirol, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Bioinformatics and Translational Research, UMIT, 6060, Hall in Tirol, Austria","institution_ids":["https://openalex.org/I4210114246"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038698111","display_name":"Christian Baumg\u00e4rtner","orcid":"https://orcid.org/0000-0002-3763-5195"},"institutions":[{"id":"https://openalex.org/I4210114246","display_name":"UMIT - Private Universit\u00e4t f\u00fcr Gesundheitswissenschaften, Medizinische Informatik und Technik","ror":"https://ror.org/02d0kps43","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210114246"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Christian Baumgartner","raw_affiliation_strings":["Research Group for Clinical Bioinformatics, Institute of Electrical, Electronic and Bioengineering, UMIT, 6060, Hall in Tirol, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Group for Clinical Bioinformatics, Institute of Electrical, Electronic and Bioengineering, UMIT, 6060, Hall in Tirol, Austria","institution_ids":["https://openalex.org/I4210114246"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3306,"has_fulltext":true,"cited_by_count":41,"citation_normalized_percentile":{"value":0.80094934,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"1","issue":"1","first_page":"34","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9818000197410583,"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":0.9818000197410583,"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":0.003700000001117587,"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/T10211","display_name":"Computational Drug Discovery Methods","score":0.0017999999690800905,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/biomarker-discovery","display_name":"Biomarker discovery","score":0.7870607376098633},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.6501636505126953},{"id":"https://openalex.org/keywords/biomarker","display_name":"Biomarker","score":0.6145862340927124},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5767603516578674},{"id":"https://openalex.org/keywords/metabolomics","display_name":"Metabolomics","score":0.5458491444587708},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4957920014858246},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4264209568500519},{"id":"https://openalex.org/keywords/computational-model","display_name":"Computational model","score":0.4228940010070801},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.4177320897579193},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.372211217880249},{"id":"https://openalex.org/keywords/proteomics","display_name":"Proteomics","score":0.3237961530685425},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19145134091377258},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13378563523292542}],"concepts":[{"id":"https://openalex.org/C124535831","wikidata":"https://www.wikidata.org/wiki/Q4915074","display_name":"Biomarker discovery","level":4,"score":0.7870607376098633},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.6501636505126953},{"id":"https://openalex.org/C2781197716","wikidata":"https://www.wikidata.org/wiki/Q864574","display_name":"Biomarker","level":2,"score":0.6145862340927124},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5767603516578674},{"id":"https://openalex.org/C21565614","wikidata":"https://www.wikidata.org/wiki/Q12149006","display_name":"Metabolomics","level":2,"score":0.5458491444587708},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4957920014858246},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4264209568500519},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.4228940010070801},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.4177320897579193},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.372211217880249},{"id":"https://openalex.org/C46111723","wikidata":"https://www.wikidata.org/wiki/Q471857","display_name":"Proteomics","level":3,"score":0.3237961530685425},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19145134091377258},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13378563523292542},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1186/2043-9113-1-34","is_oa":true,"landing_page_url":"https://doi.org/10.1186/2043-9113-1-34","pdf_url":"https://jclinbioinformatics.biomedcentral.com/counter/pdf/10.1186/2043-9113-1-34","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Clinical Bioinformatics","raw_type":"journal-article"},{"id":"pmid:22182709","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22182709","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:pubmedcentral.nih.gov:3320562","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3320562","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Clin Bioinforma","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/2043-9113-1-34","is_oa":true,"landing_page_url":"https://doi.org/10.1186/2043-9113-1-34","pdf_url":"https://jclinbioinformatics.biomedcentral.com/counter/pdf/10.1186/2043-9113-1-34","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Clinical Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.75}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2138554702.pdf","grobid_xml":"https://content.openalex.org/works/W2138554702.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W229097380","https://openalex.org/W1502364020","https://openalex.org/W1552545845","https://openalex.org/W1919138803","https://openalex.org/W1974777883","https://openalex.org/W1999793645","https://openalex.org/W2003672041","https://openalex.org/W2009033874","https://openalex.org/W2021876420","https://openalex.org/W2026791237","https://openalex.org/W2061543580","https://openalex.org/W2061551311","https://openalex.org/W2079392765","https://openalex.org/W2082990265","https://openalex.org/W2089502287","https://openalex.org/W2092828463","https://openalex.org/W2104205467","https://openalex.org/W2104843251","https://openalex.org/W2109676405","https://openalex.org/W2115088702","https://openalex.org/W2115425267","https://openalex.org/W2119387367","https://openalex.org/W2120027800","https://openalex.org/W2124243925","https://openalex.org/W2137531873","https://openalex.org/W2143511877","https://openalex.org/W2159482845","https://openalex.org/W2162023482","https://openalex.org/W2166764401","https://openalex.org/W2167592961","https://openalex.org/W2171451222","https://openalex.org/W2336598764","https://openalex.org/W2411515567","https://openalex.org/W4294216483"],"related_works":["https://openalex.org/W2788856035","https://openalex.org/W2030335929","https://openalex.org/W1969082909","https://openalex.org/W1539981706","https://openalex.org/W1485011350","https://openalex.org/W2431325196","https://openalex.org/W3203422688","https://openalex.org/W3204852798","https://openalex.org/W3089769884","https://openalex.org/W2031369865"],"abstract_inverted_index":{"BACKGROUND:":[0],"In":[1,35,64],"metabolomics,":[2],"biomarker":[3,40,108],"discovery":[4,38,118,185],"is":[5,46,217],"a":[6,69,100,121,150,179],"highly":[7],"data":[8,88,148,193],"driven":[9],"process":[10],"and":[11,19,23,77,115,128,132,159,165,169,197,210],"requires":[12],"sophisticated":[13],"computational":[14,71,181,215],"methods":[15],"for":[16,48,183],"the":[17,37,58,104,137,160,184],"search":[18],"prioritization":[20,101],"of":[21,39,81,106,141,152,186,205],"novel":[22,70,122],"unforeseen":[24],"biomarkers":[25,83,200],"in":[26,30,57,167,189,201],"data,":[27],"typically":[28],"gathered":[29],"preclinical":[31],"or":[32,94],"clinical":[33],"studies.":[34],"particular,":[36],"candidates":[41,109],"from":[42,89],"longitudinal":[43,145],"cohort":[44,92],"studies":[45,93],"crucial":[47],"kinetic":[49,79],"analysis":[50],"to":[51,75,111,125],"better":[52],"understand":[53],"complex":[54],"metabolic":[55,153,191],"processes":[56],"organism":[59],"during":[60,173],"physical":[61,202],"activity.":[62,203],"FINDINGS:":[63],"this":[65,117],"work":[66],"we":[67],"introduce":[68],"strategy":[72],"that":[73],"allows":[74],"identify":[76],"study":[78],"changes":[80],"putative":[82],"using":[84],"targeted":[85],"MS/MS":[86],"profiling":[87,192],"time":[90],"series":[91],"other":[95],"cross-over":[96],"designs.":[97],"We":[98,177],"propose":[99,178],"model":[102],"with":[103,120],"objective":[105],"classifying":[107],"according":[110],"their":[112,133],"discriminatory":[113],"ability":[114],"couple":[116],"step":[119],"network-based":[123],"approach":[124,216],"visualize,":[126],"review":[127],"interpret":[129],"key":[130],"metabolites":[131],"dynamic":[134,190],"interactions":[135],"within":[136],"network.":[138],"The":[139],"application":[140],"our":[142],"method":[143,182],"on":[144],"stress":[146],"test":[147],"revealed":[149,195],"panel":[151],"signatures,":[154],"i.e.,":[155],"lactate,":[156],"alanine,":[157],"glycine":[158],"short-chain":[161],"fatty":[162],"acids":[163],"C2":[164],"C3":[166],"trained":[168],"physically":[170],"fit":[171],"persons":[172],"bicycle":[174],"exercise.":[175],"CONCLUSIONS:":[176],"new":[180,187],"signatures":[188],"which":[194],"known":[196],"unexpected":[198],"candidate":[199],"Many":[204],"them":[206],"could":[207],"be":[208],"verified":[209],"confirmed":[211],"by":[212],"literature.":[213],"Our":[214],"freely":[218],"available":[219],"as":[220],"R":[221],"package":[222],"termed":[223],"BiomarkeR":[224],"under":[225],"LGPL":[226],"via":[227],"CRAN":[228],"http://cran.r-project.org/web/packages/BiomarkeR/.":[229]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
