{"id":"https://openalex.org/W4385834573","doi":"https://doi.org/10.1109/tcbb.2023.3305493","title":"Prediction of Membrane Protein Amphiphilic Helix Based on Horizontal Visibility Graph and Graph Convolution Network","display_name":"Prediction of Membrane Protein Amphiphilic Helix Based on Horizontal Visibility Graph and Graph Convolution Network","publication_year":2023,"publication_date":"2023-08-15","ids":{"openalex":"https://openalex.org/W4385834573","doi":"https://doi.org/10.1109/tcbb.2023.3305493","pmid":"https://pubmed.ncbi.nlm.nih.gov/37581969"},"language":"en","primary_location":{"id":"doi:10.1109/tcbb.2023.3305493","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2023.3305493","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","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/A5090187479","display_name":"Baoli Jia","orcid":"https://orcid.org/0000-0003-2841-8292"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoli Jia","raw_affiliation_strings":["School of Information Science and Engineering, University of Jinan, Jinan, Shandong, China","Shan-dong Provincial Key laboratory of Network Based Intelligent Com-puting, University of Jinan, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0003-2841-8292","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, University of Jinan, Jinan, Shandong, China","institution_ids":["https://openalex.org/I34949971"]},{"raw_affiliation_string":"Shan-dong Provincial Key laboratory of Network Based Intelligent Com-puting, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101704282","display_name":"Qingfang Meng","orcid":"https://orcid.org/0000-0003-0387-8903"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingfang Meng","raw_affiliation_strings":["School of Information Science and Engineering, University of Jinan, Jinan, Shandong, China","Shan-dong Provincial Key laboratory of Network Based Intelligent Com-puting, University of Jinan, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0003-0387-8903","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, University of Jinan, Jinan, Shandong, China","institution_ids":["https://openalex.org/I34949971"]},{"raw_affiliation_string":"Shan-dong Provincial Key laboratory of Network Based Intelligent Com-puting, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036479222","display_name":"Yuehui Chen","orcid":"https://orcid.org/0000-0002-5265-903X"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuehui Chen","raw_affiliation_strings":["School of Information Science and Engineering, University of Jinan, Jinan, Shandong, China","Shan-dong Provincial Key laboratory of Network Based Intelligent Com-puting, University of Jinan, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-5265-903X","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, University of Jinan, Jinan, Shandong, China","institution_ids":["https://openalex.org/I34949971"]},{"raw_affiliation_string":"Shan-dong Provincial Key laboratory of Network Based Intelligent Com-puting, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018584589","display_name":"Hongri Yang","orcid":"https://orcid.org/0009-0009-5140-7824"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongri Yang","raw_affiliation_strings":["School of Information Science and Engineering, University of Jinan, Jinan, Shandong, China","Shan-dong Provincial Key laboratory of Network Based Intelligent Com-puting, University of Jinan, Jinan, China"],"raw_orcid":"https://orcid.org/0009-0009-5140-7824","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, University of Jinan, Jinan, Shandong, China","institution_ids":["https://openalex.org/I34949971"]},{"raw_affiliation_string":"Shan-dong Provincial Key laboratory of Network Based Intelligent Com-puting, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I34949971"],"apc_list":null,"apc_paid":null,"fwci":0.2691,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.61808995,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"20","issue":"6","first_page":"3567","last_page":"3574"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9998000264167786,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9998000264167786,"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/T10044","display_name":"Protein Structure and Dynamics","score":0.9975000023841858,"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/T10521","display_name":"RNA and protein synthesis mechanisms","score":0.9908000230789185,"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/amphiphile","display_name":"Amphiphile","score":0.681061327457428},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.656588613986969},{"id":"https://openalex.org/keywords/visibility-graph","display_name":"Visibility graph","score":0.5350267887115479},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5343769192695618},{"id":"https://openalex.org/keywords/membrane-protein","display_name":"Membrane protein","score":0.44760650396347046},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.34504276514053345},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3376274108886719},{"id":"https://openalex.org/keywords/membrane","display_name":"Membrane","score":0.3168447017669678},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2710922360420227},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.26561644673347473},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21686583757400513},{"id":"https://openalex.org/keywords/biochemistry","display_name":"Biochemistry","score":0.1773476004600525},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1511927843093872}],"concepts":[{"id":"https://openalex.org/C67407626","wikidata":"https://www.wikidata.org/wiki/Q5723218","display_name":"Amphiphile","level":4,"score":0.681061327457428},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.656588613986969},{"id":"https://openalex.org/C173362246","wikidata":"https://www.wikidata.org/wiki/Q8216024","display_name":"Visibility graph","level":3,"score":0.5350267887115479},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5343769192695618},{"id":"https://openalex.org/C144647389","wikidata":"https://www.wikidata.org/wiki/Q423042","display_name":"Membrane protein","level":3,"score":0.44760650396347046},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.34504276514053345},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3376274108886719},{"id":"https://openalex.org/C41625074","wikidata":"https://www.wikidata.org/wiki/Q176088","display_name":"Membrane","level":2,"score":0.3168447017669678},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2710922360420227},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.26561644673347473},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21686583757400513},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.1773476004600525},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1511927843093872},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C15920480","wikidata":"https://www.wikidata.org/wiki/Q421281","display_name":"Copolymer","level":3,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C521977710","wikidata":"https://www.wikidata.org/wiki/Q81163","display_name":"Polymer","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000072417","descriptor_name":"Protein Domains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072417","descriptor_name":"Protein Domains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072417","descriptor_name":"Protein Domains","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":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000595","descriptor_name":"Amino Acid Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000595","descriptor_name":"Amino Acid Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000595","descriptor_name":"Amino Acid Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008565","descriptor_name":"Membrane Proteins","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008565","descriptor_name":"Membrane Proteins","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008565","descriptor_name":"Membrane Proteins","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012107","descriptor_name":"Research Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012107","descriptor_name":"Research Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012107","descriptor_name":"Research Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tcbb.2023.3305493","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2023.3305493","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","raw_type":"journal-article"},{"id":"pmid:37581969","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37581969","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":"IEEE/ACM transactions on computational biology and bioinformatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3060378026","display_name":"\u57fa\u4e8e\u590d\u6742\u7f51\u7edc\u4e0e\u6df7\u5408\u6a21\u578b\u7684\u975e\u7ebf\u6027\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61671220","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3426201289","display_name":null,"funder_award_id":"ZR2021MF036","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1964542012","https://openalex.org/W1968195309","https://openalex.org/W1971024387","https://openalex.org/W1996355353","https://openalex.org/W2004377868","https://openalex.org/W2020580483","https://openalex.org/W2022761661","https://openalex.org/W2026582002","https://openalex.org/W2051210555","https://openalex.org/W2056402029","https://openalex.org/W2073739993","https://openalex.org/W2106612397","https://openalex.org/W2106802884","https://openalex.org/W2115399262","https://openalex.org/W2121464522","https://openalex.org/W2129103781","https://openalex.org/W2140831051","https://openalex.org/W2156125289","https://openalex.org/W2158714788","https://openalex.org/W2163137692","https://openalex.org/W2425910888","https://openalex.org/W2557595285","https://openalex.org/W2745504864","https://openalex.org/W2793852137","https://openalex.org/W2915977493","https://openalex.org/W2950869313","https://openalex.org/W2963768879","https://openalex.org/W3091862694","https://openalex.org/W3121357345","https://openalex.org/W3129073614","https://openalex.org/W3197696221","https://openalex.org/W6726873649"],"related_works":["https://openalex.org/W3159712939","https://openalex.org/W2464874490","https://openalex.org/W2119433462","https://openalex.org/W2768400051","https://openalex.org/W2046424700","https://openalex.org/W2153064586","https://openalex.org/W3085910098","https://openalex.org/W2068947364","https://openalex.org/W3001594374","https://openalex.org/W2045189542"],"abstract_inverted_index":{"Membrane":[0],"protein":[1,28,68,76,110],"amphiphilic":[2,29,41,132],"helices":[3],"play":[4],"an":[5],"important":[6],"role":[7],"in":[8,34],"many":[9],"biological":[10],"processes.":[11],"Based":[12],"on":[13,152],"the":[14,19,23,50,57,72,102,117,131,144,153],"graph":[15,22,118,123],"convolution":[16],"network":[17,99,125],"and":[18,82,94],"horizontal":[20,105],"visibility":[21,106],"prediction":[24,150],"method":[25,146],"of":[26,40,59,86,104,120,135],"membrane":[27,60,136],"helix":[30,42,133],"structure":[31,134],"is":[32,43,127],"proposed":[33,145],"this":[35,46],"paper.":[36],"The":[37,79],"new":[38,73],"dataset":[39],"constructed.":[44],"In":[45],"paper,":[47],"we":[48,108],"propose":[49],"novel":[51],"feature":[52],"extraction":[53],"method,":[54],"which":[55],"characterize":[56],"amphiphilicity":[58],"protein.":[61,137],"We":[62],"also":[63],"extract":[64],"three":[65],"commonly":[66],"used":[67],"features":[69,74,119],"together":[70],"with":[71],"as":[75],"node":[77],"features.":[78],"neighbor":[80],"information":[81,85],"long-distance":[83],"dependence":[84],"proteins":[87],"are":[88],"further":[89],"extracted":[90],"by":[91],"sliding":[92],"window":[93],"bidirectional":[95],"long-short":[96],"term":[97],"memory":[98],"respectively.":[100],"From":[101],"perspective":[103],"algorithm,":[107],"transform":[109],"sequences":[111],"into":[112],"complex":[113],"networks":[114],"to":[115,129],"obtain":[116],"proteins.":[121],"Then,":[122],"convolutional":[124],"model":[126],"employed":[128],"predict":[130],"A":[138],"rigorous":[139],"ten-fold":[140],"cross-validation":[141],"shows":[142],"that":[143],"outperforms":[147],"other":[148],"AH":[149],"methods":[151],"newly":[154],"constructed":[155],"dataset.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}