{"id":"https://openalex.org/W4414151066","doi":"https://doi.org/10.1038/s43588-025-00867-w","title":"Real-time raw signal genomic analysis using fully integrated memristor hardware","display_name":"Real-time raw signal genomic analysis using fully integrated memristor hardware","publication_year":2025,"publication_date":"2025-09-12","ids":{"openalex":"https://openalex.org/W4414151066","doi":"https://doi.org/10.1038/s43588-025-00867-w","pmid":"https://pubmed.ncbi.nlm.nih.gov/40940455"},"language":"en","primary_location":{"id":"doi:10.1038/s43588-025-00867-w","is_oa":false,"landing_page_url":"https://doi.org/10.1038/s43588-025-00867-w","pdf_url":null,"source":{"id":"https://openalex.org/S4210228084","display_name":"Nature Computational Science","issn_l":"2662-8457","issn":["2662-8457"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Computational Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117084697","display_name":"Peiyi He","orcid":"https://orcid.org/0009-0000-3498-5774"},"institutions":[{"id":"https://openalex.org/I141568987","display_name":"Hong Kong Baptist University","ror":"https://ror.org/0145fw131","country_code":"HK","type":"education","lineage":["https://openalex.org/I141568987"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Peiyi He","raw_affiliation_strings":["Centre for Advanced Semiconductors and Integrated Circuits, The University of Hong Kong, Hong Kong SAR, China","Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"Centre for Advanced Semiconductors and Integrated Circuits, The University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I141568987","https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067028327","display_name":"Shengbo Wang","orcid":"https://orcid.org/0000-0003-1212-138X"},"institutions":[{"id":"https://openalex.org/I141568987","display_name":"Hong Kong Baptist University","ror":"https://ror.org/0145fw131","country_code":"HK","type":"education","lineage":["https://openalex.org/I141568987"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Shengbo Wang","raw_affiliation_strings":["Centre for Advanced Semiconductors and Integrated Circuits, The University of Hong Kong, Hong Kong SAR, China","Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"Centre for Advanced Semiconductors and Integrated Circuits, The University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I141568987","https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010635350","display_name":"Ruibin Mao","orcid":"https://orcid.org/0000-0001-6085-0486"},"institutions":[{"id":"https://openalex.org/I141568987","display_name":"Hong Kong Baptist University","ror":"https://ror.org/0145fw131","country_code":"HK","type":"education","lineage":["https://openalex.org/I141568987"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ruibin Mao","raw_affiliation_strings":["Centre for Advanced Semiconductors and Integrated Circuits, The University of Hong Kong, Hong Kong SAR, China","Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"Centre for Advanced Semiconductors and Integrated Circuits, The University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I141568987","https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049713445","display_name":"Mingrui Jiang","orcid":"https://orcid.org/0009-0000-2364-3904"},"institutions":[{"id":"https://openalex.org/I141568987","display_name":"Hong Kong Baptist University","ror":"https://ror.org/0145fw131","country_code":"HK","type":"education","lineage":["https://openalex.org/I141568987"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Mingrui Jiang","raw_affiliation_strings":["Centre for Advanced Semiconductors and Integrated Circuits, The University of Hong Kong, Hong Kong SAR, China","Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"Centre for Advanced Semiconductors and Integrated Circuits, The University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I141568987","https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080003311","display_name":"Sebastian Siegel","orcid":"https://orcid.org/0000-0001-9922-4861"},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Siegel","raw_affiliation_strings":["Peter Gr\u00fcnberg Institute (PGI-14), Forschungszentrum J\u00fclich GmbH, J\u00fclich, Germany"],"affiliations":[{"raw_affiliation_string":"Peter Gr\u00fcnberg Institute (PGI-14), Forschungszentrum J\u00fclich GmbH, J\u00fclich, Germany","institution_ids":["https://openalex.org/I171892758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082386666","display_name":"Giacomo Pedretti","orcid":"https://orcid.org/0000-0002-4501-8672"},"institutions":[{"id":"https://openalex.org/I4210122178","display_name":"Hewlett Packard Enterprise (United States)","ror":"https://ror.org/020x0c621","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122178"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Giacomo Pedretti","raw_affiliation_strings":["Hewlett Packard Labs, Hewlett Packard Enterprise, Milpitas, CA, USA"],"affiliations":[{"raw_affiliation_string":"Hewlett Packard Labs, Hewlett Packard Enterprise, Milpitas, CA, USA","institution_ids":["https://openalex.org/I4210122178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040088387","display_name":"Jim Ignowski","orcid":"https://orcid.org/0000-0001-5091-3674"},"institutions":[{"id":"https://openalex.org/I4210122178","display_name":"Hewlett Packard Enterprise (United States)","ror":"https://ror.org/020x0c621","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122178"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jim Ignowski","raw_affiliation_strings":["Hewlett Packard Labs, Hewlett Packard Enterprise, Milpitas, CA, USA"],"affiliations":[{"raw_affiliation_string":"Hewlett Packard Labs, Hewlett Packard Enterprise, Milpitas, CA, USA","institution_ids":["https://openalex.org/I4210122178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008006179","display_name":"John Paul Strachan","orcid":"https://orcid.org/0000-0002-1382-3677"},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"John Paul Strachan","raw_affiliation_strings":["Peter Gr\u00fcnberg Institute (PGI-14), Forschungszentrum J\u00fclich GmbH, J\u00fclich, Germany","RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Peter Gr\u00fcnberg Institute (PGI-14), Forschungszentrum J\u00fclich GmbH, J\u00fclich, Germany","institution_ids":["https://openalex.org/I171892758"]},{"raw_affiliation_string":"RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027440970","display_name":"Ruibang Luo","orcid":"https://orcid.org/0000-0001-9711-6533"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Ruibang Luo","raw_affiliation_strings":["School of Computing and Data Science, The University of Hong Kong, Hong Kong SAR, China. rbluo@cs.hku.hk","School of Computing and Data Science, The University of Hong Kong, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"School of Computing and Data Science, The University of Hong Kong, Hong Kong SAR, China. rbluo@cs.hku.hk","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"School of Computing and Data Science, The University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I177725633","https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100334065","display_name":"Can Li","orcid":"https://orcid.org/0000-0003-3795-2008"},"institutions":[{"id":"https://openalex.org/I141568987","display_name":"Hong Kong Baptist University","ror":"https://ror.org/0145fw131","country_code":"HK","type":"education","lineage":["https://openalex.org/I141568987"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Can Li","raw_affiliation_strings":["Centre for Advanced Semiconductors and Integrated Circuits, The University of Hong Kong, Hong Kong SAR, China. canl@hku.hk","Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong SAR, China. canl@hku.hk","Centre for Advanced Semiconductors and Integrated Circuits, The University of Hong Kong, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"Centre for Advanced Semiconductors and Integrated Circuits, The University of Hong Kong, Hong Kong SAR, China. canl@hku.hk","institution_ids":["https://openalex.org/I141568987","https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong SAR, China. canl@hku.hk","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"Centre for Advanced Semiconductors and Integrated Circuits, The University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I141568987","https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5027440970"],"corresponding_institution_ids":["https://openalex.org/I177725633","https://openalex.org/I889458895"],"apc_list":{"value":9750,"currency":"EUR","value_usd":11690},"apc_paid":null,"fwci":0.767,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.75453932,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"5","issue":"10","first_page":"940","last_page":"951"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10207","display_name":"Advanced biosensing and bioanalysis techniques","score":0.9839000105857849,"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/T10207","display_name":"Advanced biosensing and bioanalysis techniques","score":0.9839000105857849,"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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9830999970436096,"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/T10878","display_name":"CRISPR and Genetic Engineering","score":0.9779999852180481,"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/signal-processing","display_name":"Signal processing","score":0.5248000025749207},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4803999960422516},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.46939998865127563},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.4016999900341034},{"id":"https://openalex.org/keywords/von-neumann-architecture","display_name":"Von Neumann architecture","score":0.3955000042915344},{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.35929998755455017},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.351500004529953},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.3176000118255615}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6442000269889832},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.5248000025749207},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.5109999775886536},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4803999960422516},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.46939998865127563},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.4016999900341034},{"id":"https://openalex.org/C80469333","wikidata":"https://www.wikidata.org/wiki/Q189088","display_name":"Von Neumann architecture","level":2,"score":0.3955000042915344},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.35929998755455017},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.351500004529953},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.32670000195503235},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3197000026702881},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3176000118255615},{"id":"https://openalex.org/C15151743","wikidata":"https://www.wikidata.org/wiki/Q903778","display_name":"Metagenomics","level":3,"score":0.30630001425743103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2856000065803528},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.2838999927043915},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.2831000089645386},{"id":"https://openalex.org/C7366592","wikidata":"https://www.wikidata.org/wiki/Q1255620","display_name":"Dram","level":2,"score":0.27250000834465027},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.27140000462532043},{"id":"https://openalex.org/C13412647","wikidata":"https://www.wikidata.org/wiki/Q174948","display_name":"Analog signal","level":3,"score":0.2676999866962433},{"id":"https://openalex.org/C19527686","wikidata":"https://www.wikidata.org/wiki/Q1665453","display_name":"System integration","level":2,"score":0.2648000121116638},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.25780001282691956},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.25600001215934753},{"id":"https://openalex.org/C189206191","wikidata":"https://www.wikidata.org/wiki/Q222046","display_name":"Genomics","level":4,"score":0.2540000081062317},{"id":"https://openalex.org/C77390884","wikidata":"https://www.wikidata.org/wiki/Q217302","display_name":"Application-specific integrated circuit","level":2,"score":0.2526000142097473}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D006801","descriptor_name":"Humans","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":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017422","descriptor_name":"Sequence Analysis, DNA","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D017422","descriptor_name":"Sequence Analysis, DNA","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D017422","descriptor_name":"Sequence Analysis, DNA","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D017422","descriptor_name":"Sequence Analysis, DNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D017422","descriptor_name":"Sequence Analysis, DNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D017422","descriptor_name":"Sequence Analysis, DNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D056186","descriptor_name":"Metagenomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056186","descriptor_name":"Metagenomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056186","descriptor_name":"Metagenomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059014","descriptor_name":"High-Throughput Nucleotide Sequencing","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D059014","descriptor_name":"High-Throughput Nucleotide Sequencing","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D059014","descriptor_name":"High-Throughput Nucleotide Sequencing","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D059014","descriptor_name":"High-Throughput Nucleotide Sequencing","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D059014","descriptor_name":"High-Throughput Nucleotide Sequencing","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D059014","descriptor_name":"High-Throughput Nucleotide Sequencing","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1038/s43588-025-00867-w","is_oa":false,"landing_page_url":"https://doi.org/10.1038/s43588-025-00867-w","pdf_url":null,"source":{"id":"https://openalex.org/S4210228084","display_name":"Nature Computational Science","issn_l":"2662-8457","issn":["2662-8457"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Computational Science","raw_type":"journal-article"},{"id":"pmid:40940455","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40940455","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":"Nature computational science","raw_type":null},{"id":"pmh:oai:juser.fz-juelich.de:1050450","is_oa":false,"landing_page_url":"https://juser.fz-juelich.de/record/1050450","pdf_url":null,"source":{"id":"https://openalex.org/S4306401090","display_name":"JuSER (Forschungszentrum J\u00fclich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I171892758","host_organization_name":"Forschungszentrum J\u00fclich","host_organization_lineage":["https://openalex.org/I171892758"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature computational science 5(10), 940 - 951 (2025). doi:10.1038/s43588-025-00867-w","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2272823817","display_name":null,"funder_award_id":"62122005","funder_id":"https://openalex.org/F4320335595","funder_display_name":"National Natural Science Foundation of China-Yunnan Joint Fund"},{"id":"https://openalex.org/G5248779530","display_name":null,"funder_award_id":"C7003-24Y, 17207925, 27210321, C1009-22GF, T45-701/22-R, GHKU707/23","funder_id":"https://openalex.org/F4320321592","funder_display_name":"Research Grants Council, University Grants Committee"}],"funders":[{"id":"https://openalex.org/F4320320875","display_name":"Deutscher Akademischer Austauschdienst","ror":"https://ror.org/039djdh30"},{"id":"https://openalex.org/F4320321592","display_name":"Research Grants Council, University Grants Committee","ror":"https://ror.org/00djwmt25"},{"id":"https://openalex.org/F4320335595","display_name":"National Natural Science Foundation of China-Yunnan Joint Fund","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W2055043387","https://openalex.org/W2110905563","https://openalex.org/W2144560237","https://openalex.org/W2161048357","https://openalex.org/W2259815689","https://openalex.org/W2503273054","https://openalex.org/W2514454343","https://openalex.org/W2563989789","https://openalex.org/W2765081478","https://openalex.org/W2789843538","https://openalex.org/W2830509727","https://openalex.org/W2923206861","https://openalex.org/W2941052365","https://openalex.org/W2950063384","https://openalex.org/W2966084642","https://openalex.org/W2972686555","https://openalex.org/W3003821665","https://openalex.org/W3004318991","https://openalex.org/W3022783334","https://openalex.org/W3025922788","https://openalex.org/W3040303671","https://openalex.org/W3099073033","https://openalex.org/W3107212993","https://openalex.org/W3109164186","https://openalex.org/W3110777056","https://openalex.org/W3179836387","https://openalex.org/W3205889289","https://openalex.org/W3210810625","https://openalex.org/W3213101281","https://openalex.org/W4205752547","https://openalex.org/W4226494615","https://openalex.org/W4242222372","https://openalex.org/W4282041904","https://openalex.org/W4285593158","https://openalex.org/W4292121737","https://openalex.org/W4308083600","https://openalex.org/W4317625860","https://openalex.org/W4318408334","https://openalex.org/W4319989400","https://openalex.org/W4362665892","https://openalex.org/W4376657532","https://openalex.org/W4382631632","https://openalex.org/W4382918133","https://openalex.org/W4386736788","https://openalex.org/W4386955611","https://openalex.org/W4389476173","https://openalex.org/W4389491887","https://openalex.org/W4392028216","https://openalex.org/W4396541611","https://openalex.org/W4396909940","https://openalex.org/W4400140655","https://openalex.org/W4401107987","https://openalex.org/W4401443028","https://openalex.org/W4405717915","https://openalex.org/W4406771940","https://openalex.org/W4408357841","https://openalex.org/W6968628888"],"related_works":["https://openalex.org/W4229452466","https://openalex.org/W2966276069","https://openalex.org/W2304829496","https://openalex.org/W2358307108","https://openalex.org/W3031124155","https://openalex.org/W2463286374","https://openalex.org/W2052332160","https://openalex.org/W2204001882","https://openalex.org/W190448578","https://openalex.org/W4401034269"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
