{"id":"https://openalex.org/W7213918458","doi":"https://doi.org/10.1016/j.parkreldis.2026.108992","title":"Phenotypic and movement-dependent periodic and aperiodic activity in Parkinson's STN-LFP recordings","display_name":"Phenotypic and movement-dependent periodic and aperiodic activity in Parkinson's STN-LFP recordings","publication_year":2026,"publication_date":"2026-09-21","ids":{"openalex":"https://openalex.org/W7213918458","doi":"https://doi.org/10.1016/j.parkreldis.2026.108992","pmid":"https://pubmed.ncbi.nlm.nih.gov/42777512"},"language":"en","primary_location":{"id":"doi:10.1016/j.parkreldis.2026.108992","doi":"https://doi.org/10.1016/j.parkreldis.2026.108992","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.parkreldis.2026.108992","pdf_url":"https://www.prd-journal.com/article/S1353-8020(26)00819-9/pdf","source":{"id":"https://openalex.org/S147691530","display_name":"Parkinsonism & Related Disorders","issn_l":"1353-8020","issn":["1353-8020","1873-5126"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Parkinsonism &amp; Related Disorders","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.prd-journal.com/article/S1353-8020(26)00819-9/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000805680","display_name":"Luiz Ricardo Trajano da Silva","orcid":"https://orcid.org/0000-0003-2157-9608","observed_orcids":["https://orcid.org/0000-0003-2157-9608"]},"institutions":[{"id":"https://openalex.org/I71715416","display_name":"Universidade Federal do ABC","ror":"https://ror.org/028kg9j04","country_code":"BR","type":"education","lineage":["https://openalex.org/I71715416"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Luiz R.T. da Silva","raw_affiliation_strings":["Center of Engineering, Modeling and Applied Social Sciences, Federal University of ABC (UFABC), S\u00e3o Bernardo do Campo, Brazil. Electronic address: luiz.ricardo@ufabc.edu.br"],"raw_orcid":"https://orcid.org/0000-0003-2157-9608","affiliations":[{"raw_affiliation_string":"Center of Engineering, Modeling and Applied Social Sciences, Federal University of ABC (UFABC), S\u00e3o Bernardo do Campo, Brazil. Electronic address: luiz.ricardo@ufabc.edu.br","institution_ids":["https://openalex.org/I71715416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083675799","display_name":"Maria Sheila Guimar\u00e3es Rocha","orcid":"https://orcid.org/0000-0003-4312-3994","observed_orcids":["https://orcid.org/0000-0003-4312-3994"]},"institutions":[{"id":"https://openalex.org/I4210144368","display_name":"Hospital Santa Marcelina","ror":"https://ror.org/04sgy9050","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210144368"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Maria S.G. Rocha","raw_affiliation_strings":["Department of Neurology, Santa Marcelina Hospital, S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-4312-3994","affiliations":[{"raw_affiliation_string":"Department of Neurology, Santa Marcelina Hospital, S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210144368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010875870","display_name":"Arnaldo Fim Neto","orcid":"https://orcid.org/0000-0002-4461-5416","observed_orcids":["https://orcid.org/0000-0002-4461-5416"]},"institutions":[{"id":"https://openalex.org/I4210144446","display_name":"Brazilian Institute of Neuroscience and Neurotechnology","ror":"https://ror.org/044ydn458","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210144446"]},{"id":"https://openalex.org/I71715416","display_name":"Universidade Federal do ABC","ror":"https://ror.org/028kg9j04","country_code":"BR","type":"education","lineage":["https://openalex.org/I71715416"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Arnaldo F. Neto","raw_affiliation_strings":["Center of Engineering, Modeling and Applied Social Sciences, Federal University of ABC (UFABC), S\u00e3o Bernardo do Campo, Brazil; Brazilian Institute of Neuroscience and Neurotechnology, Campinas, S\u00e3o Paulo, Brazil; Samsung R&D Institute Brazil (SRBR), Campinas, S\u00e3o Paulo, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-4461-5416","affiliations":[{"raw_affiliation_string":"Center of Engineering, Modeling and Applied Social Sciences, Federal University of ABC (UFABC), S\u00e3o Bernardo do Campo, Brazil; Brazilian Institute of Neuroscience and Neurotechnology, Campinas, S\u00e3o Paulo, Brazil; Samsung R&D Institute Brazil (SRBR), Campinas, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210144446","https://openalex.org/I71715416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080057065","display_name":"Andr\u00e9 K. Takahata","orcid":"https://orcid.org/0000-0002-7701-6452","observed_orcids":["https://orcid.org/0000-0002-7701-6452"]},"institutions":[{"id":"https://openalex.org/I4210144446","display_name":"Brazilian Institute of Neuroscience and Neurotechnology","ror":"https://ror.org/044ydn458","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210144446"]},{"id":"https://openalex.org/I71715416","display_name":"Universidade Federal do ABC","ror":"https://ror.org/028kg9j04","country_code":"BR","type":"education","lineage":["https://openalex.org/I71715416"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 K. Takahata","raw_affiliation_strings":["Center of Engineering, Modeling and Applied Social Sciences, Federal University of ABC (UFABC), S\u00e3o Bernardo do Campo, Brazil; Brazilian Institute of Neuroscience and Neurotechnology, Campinas, S\u00e3o Paulo, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-7701-6452","affiliations":[{"raw_affiliation_string":"Center of Engineering, Modeling and Applied Social Sciences, Federal University of ABC (UFABC), S\u00e3o Bernardo do Campo, Brazil; Brazilian Institute of Neuroscience and Neurotechnology, Campinas, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210144446","https://openalex.org/I71715416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058704923","display_name":"Slawomir J. Nasuto","orcid":"https://orcid.org/0000-0001-9414-9049","observed_orcids":["https://orcid.org/0000-0001-9414-9049"]},"institutions":[{"id":"https://openalex.org/I71052956","display_name":"University of Reading","ror":"https://ror.org/05v62cm79","country_code":"GB","type":"education","lineage":["https://openalex.org/I71052956"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Slawomir Nasuto","raw_affiliation_strings":["University of Reading, Berkshire, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-9414-9049","affiliations":[{"raw_affiliation_string":"University of Reading, Berkshire, United Kingdom","institution_ids":["https://openalex.org/I71052956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033963675","display_name":"Fabio Luiz Francheschi Godinho","orcid":"https://orcid.org/0000-0002-7100-4303","observed_orcids":["https://orcid.org/0000-0002-7100-4303"]},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]},{"id":"https://openalex.org/I4210144368","display_name":"Hospital Santa Marcelina","ror":"https://ror.org/04sgy9050","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210144368"]},{"id":"https://openalex.org/I4210145268","display_name":"Hospital das Cl\u00ednicas da Faculdade de Medicina da Universidade de S\u00e3o Paulo","ror":"https://ror.org/03se9eg94","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210145268"]},{"id":"https://openalex.org/I71715416","display_name":"Universidade Federal do ABC","ror":"https://ror.org/028kg9j04","country_code":"BR","type":"education","lineage":["https://openalex.org/I71715416"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fabio Godinho","raw_affiliation_strings":["Center of Engineering, Modeling and Applied Social Sciences, Federal University of ABC (UFABC), S\u00e3o Bernardo do Campo, Brazil; Department of Functional Neurosurgery, Santa Marcelina Hospital, S\u00e3o Paulo, S\u00e3o Paulo, Brazil; Division of Neurosurgery, Department of Neurology, Hospital das Cl\u00ednicas, University of S\u00e3o Paulo Medical School, S\u00e3o Paulo, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-7100-4303","affiliations":[{"raw_affiliation_string":"Center of Engineering, Modeling and Applied Social Sciences, Federal University of ABC (UFABC), S\u00e3o Bernardo do Campo, Brazil; Department of Functional Neurosurgery, Santa Marcelina Hospital, S\u00e3o Paulo, S\u00e3o Paulo, Brazil; Division of Neurosurgery, Department of Neurology, Hospital das Cl\u00ednicas, University of S\u00e3o Paulo Medical School, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374","https://openalex.org/I4210144368","https://openalex.org/I4210145268","https://openalex.org/I71715416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027393992","display_name":"Bradley Voytek","orcid":"https://orcid.org/0000-0003-1640-2525","observed_orcids":["https://orcid.org/0000-0003-1640-2525"]},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bradley Voytek","raw_affiliation_strings":["Department of Cognitive Science, Hal\u0131c\u0131o\u011flu Data Science Institute, University of California, San Diego, La Jolla, CA, USA"],"raw_orcid":"https://orcid.org/0000-0003-1640-2525","affiliations":[{"raw_affiliation_string":"Department of Cognitive Science, Hal\u0131c\u0131o\u011flu Data Science Institute, University of California, San Diego, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034087246","display_name":"Diogo Coutinho Soriano","orcid":"https://orcid.org/0000-0002-9804-7477","observed_orcids":["https://orcid.org/0000-0002-9804-7477"]},"institutions":[{"id":"https://openalex.org/I4210144446","display_name":"Brazilian Institute of Neuroscience and Neurotechnology","ror":"https://ror.org/044ydn458","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210144446"]},{"id":"https://openalex.org/I71715416","display_name":"Universidade Federal do ABC","ror":"https://ror.org/028kg9j04","country_code":"BR","type":"education","lineage":["https://openalex.org/I71715416"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Diogo C. Soriano","raw_affiliation_strings":["Center of Engineering, Modeling and Applied Social Sciences, Federal University of ABC (UFABC), S\u00e3o Bernardo do Campo, Brazil; Brazilian Institute of Neuroscience and Neurotechnology, Campinas, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Engineering, Modeling and Applied Social Sciences, Federal University of ABC (UFABC), S\u00e3o Bernardo do Campo, Brazil; Brazilian Institute of Neuroscience and Neurotechnology, Campinas, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I4210144446","https://openalex.org/I71715416"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5000805680"],"corresponding_institution_ids":["https://openalex.org/I71715416"],"apc_list":{"value":3460,"currency":"USD","value_usd":3460},"apc_paid":{"value":3460,"currency":"USD","value_usd":3460},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"152","issue":null,"first_page":"108992","last_page":"108992"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10919","display_name":"Deep Brain Stimulation and Movement Disorders","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Clinical Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10919","display_name":"Deep Brain Stimulation and Movement Disorders","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Clinical Neurology"},"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/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Clinical Neurology"},"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/T10581","display_name":"Neural dynamics and brain function","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/parkinson-s-disease","display_name":"Parkinson's disease","score":0.9950000047683716},{"id":"https://openalex.org/keywords/subthalamic-nucleus","display_name":"subthalamic nucleus","score":0.9789999723434448}],"concepts":[{"id":"https://openalex.org/C104247578","wikidata":"https://www.wikidata.org/wiki/Q4779368","display_name":"Aperiodic graph","level":2,"score":0.9697999954223633},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.620199978351593},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.4578999876976013},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.367000013589859},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.3522000014781952},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.29499998688697815},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.29409998655319214},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.25859999656677246},{"id":"https://openalex.org/C12554922","wikidata":"https://www.wikidata.org/wiki/Q7100","display_name":"Biophysics","level":1,"score":0.24729999899864197},{"id":"https://openalex.org/C95444343","wikidata":"https://www.wikidata.org/wiki/Q7141","display_name":"Cell biology","level":1,"score":0.24560000002384186}],"mesh":[{"descriptor_ui":"D000094382","descriptor_name":"Local Field Potential Measurement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014202","descriptor_name":"Tremor","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D014202","descriptor_name":"Tremor","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D014202","descriptor_name":"Tremor","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D020531","descriptor_name":"Subthalamic Nucleus","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D046690","descriptor_name":"Deep Brain Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.parkreldis.2026.108992","doi":"https://doi.org/10.1016/j.parkreldis.2026.108992","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.parkreldis.2026.108992","pdf_url":"https://www.prd-journal.com/article/S1353-8020(26)00819-9/pdf","source":{"id":"https://openalex.org/S147691530","display_name":"Parkinsonism & Related Disorders","issn_l":"1353-8020","issn":["1353-8020","1873-5126"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Parkinsonism &amp; Related Disorders","raw_type":"journal-article"},{"id":"pmid:42777512","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42777512","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":"Parkinsonism & related disorders","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1016/j.parkreldis.2026.108992","doi":"https://doi.org/10.1016/j.parkreldis.2026.108992","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.parkreldis.2026.108992","pdf_url":"https://www.prd-journal.com/article/S1353-8020(26)00819-9/pdf","source":{"id":"https://openalex.org/S147691530","display_name":"Parkinsonism & Related Disorders","issn_l":"1353-8020","issn":["1353-8020","1873-5126"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Parkinsonism &amp; Related Disorders","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9537000060081482,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[{"id":"https://openalex.org/G22113365","display_name":null,"funder_award_id":"00x0ma614","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G397813950","display_name":"Interdisciplinary research of machine learning and artificial techniques for development of signal, image and natural language processing technologies","funder_award_id":"22/03243-0","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G4124199609","display_name":null,"funder_award_id":"2019/09512\u20100","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G4207888318","display_name":null,"funder_award_id":"313970/2023-8","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G7673248907","display_name":null,"funder_award_id":"00x0ma614","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7213918458.pdf","grobid_xml":"https://content.openalex.org/works/W7213918458.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W62603772","https://openalex.org/W1807195566","https://openalex.org/W1971283363","https://openalex.org/W1971486428","https://openalex.org/W1982827121","https://openalex.org/W2009546211","https://openalex.org/W2019182054","https://openalex.org/W2025933288","https://openalex.org/W2077550641","https://openalex.org/W2105515675","https://openalex.org/W2116308679","https://openalex.org/W2125684792","https://openalex.org/W2143685192","https://openalex.org/W2145954079","https://openalex.org/W2161176566","https://openalex.org/W2161472384","https://openalex.org/W2584311212","https://openalex.org/W2744294942","https://openalex.org/W2888012473","https://openalex.org/W2899487478","https://openalex.org/W2904404980","https://openalex.org/W2949606941","https://openalex.org/W3107060429","https://openalex.org/W3107189325","https://openalex.org/W3110151578","https://openalex.org/W3120722491","https://openalex.org/W4200559892","https://openalex.org/W4206481149","https://openalex.org/W4281634061","https://openalex.org/W4321494451","https://openalex.org/W4375855765","https://openalex.org/W4388850814","https://openalex.org/W4393231829","https://openalex.org/W4393987593","https://openalex.org/W4401057336","https://openalex.org/W4413116184"],"related_works":["https://openalex.org/W4416375871","https://openalex.org/W4414647839","https://openalex.org/W3120722491","https://openalex.org/W3009545122","https://openalex.org/W4386953679","https://openalex.org/W7128780233","https://openalex.org/W4310081569","https://openalex.org/W4362705960","https://openalex.org/W6931318233","https://openalex.org/W4285728336"],"abstract_inverted_index":{"OBJECTIVE:":[0],"Traditional":[1],"analyses":[2],"of":[3,192,217],"subthalamic":[4],"nucleus":[5],"local":[6],"field":[7],"potentials":[8],"(STN-LFPs)":[9],"may":[10,229],"obscure":[11],"relevant":[12],"dynamics":[13,209,241],"by":[14,144],"conflating":[15],"periodic":[16,168,199],"and":[17,27,48,66,77,82,84,90,99,106,119,121,156,169,200,206,221,227,242],"aperiodic":[18,85,170,182,201,219],"activity.":[19],"We":[20],"investigated":[21],"whether":[22],"spectral":[23,71,123,183],"parameterization":[24],"reveals":[25,203],"phenotype-":[26,205],"movement-dependent":[28],"neural":[29,208,244],"signatures":[30],"in":[31,56,131,149,160,173,210,239],"Parkinson's":[32],"disease":[33],"(PD).":[34],"METHODS:":[35],"Intraoperative":[36],"STN-LFPs":[37,197],"(35":[38],"STN:":[39],"20":[40],"PIGD,":[41],"15":[42],"TD)":[43],"were":[44,73],"recorded":[45],"across":[46],"rest":[47],"movement":[49,152],"conditions":[50],"during":[51,135,151,234],"deep":[52],"brain":[53],"stimulation":[54],"surgery":[55],"twenty-two":[57],"PD":[58,193],"patients":[59,127,211],"(10":[60],"tremor-dominant":[61],"[TD],":[62],"12":[63],"postural":[64],"instability":[65],"gait":[67],"disorder":[68],"[PIGD]).":[69],"Power":[70],"densities":[72],"parameterized":[74],"into":[75,198],"aperiodic-adjusted":[76,132],"non-adjusted":[78],"bandpowers":[79],"(alpha,":[80],"low-beta,":[81],"high-beta),":[83],"features":[86,138,172,184],"(offset,":[87],"knee":[88,146,222],"frequency,":[89],"exponent).":[91],"Linear":[92],"Mixed-Effects":[93],"models":[94],"assessed":[95],"interactions":[96],"between":[97,113],"phenotype":[98,158],"condition.":[100],"Multivariate":[101],"logistic":[102,174],"regression":[103,175],"classified":[104],"phenotypes,":[105],"Spearman's":[107],"rank":[108],"correlations":[109],"evaluated":[110],"pairwise":[111],"relationships":[112],"each":[114,122],"UPDRS":[115],"subscores":[116],"(rigidity,":[117],"tremor,":[118],"bradykinesia)":[120],"feature.":[124],"RESULTS:":[125],"TD":[126,226],"exhibited":[128],"significant":[129,140,145,157],"suppression":[130],"low-beta":[133],"power":[134],"movement.":[136],"Aperiodic":[137],"revealed":[139],"phenotype-dependent":[141],"modulation,":[142],"marked":[143],"frequency":[147,223],"enhancement":[148],"PIGD":[150,228],"(p":[153,164],"=":[154],"0.002)":[155],"differences":[159,238],"movement-related":[161,171],"exponent":[162,220],"modulation":[163,216],"<":[165],"0.01).":[166],"Combining":[167],"yielded":[176],"the":[177,190,218],"highest":[178],"classification":[179],"performance.":[180],"Furthermore,":[181],"did":[185],"not":[186],"significantly":[187],"correlate":[188],"with":[189,212],"severity":[191],"symptoms.":[194],"CONCLUSIONS:":[195],"Decomposing":[196],"components":[202],"distinct":[204,231],"movement-specific":[207],"PD.":[213],"The":[214],"differential":[215],"suggests":[224],"that":[225],"engage":[230],"circuit-level":[232],"responses":[233],"movement,":[235],"potentially":[236],"involving":[237],"excitation/inhibition-related":[240],"intrinsic":[243],"timescales.":[245]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-09-22T00:00:00"}
