Comparative genomic analysis and characterization of novel high-quality draft genomes from the coal metagenome

Coal, a sedimentary rock harbours a complex microbial community that plays a significant role in its formation and characteristics. However, coal metagenome sequencing and studies were less, limiting our understanding of this complex ecosystem. This study aimed to reconstruct high-quality metagenome...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:World journal of microbiology & biotechnology 2024-12, Vol.40 (12), p.370-370, Article 370
Hauptverfasser: Achudhan, Arunmozhi Bharathi, Saleena, Lilly M.
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 370
container_issue 12
container_start_page 370
container_title World journal of microbiology & biotechnology
container_volume 40
creator Achudhan, Arunmozhi Bharathi
Saleena, Lilly M.
description Coal, a sedimentary rock harbours a complex microbial community that plays a significant role in its formation and characteristics. However, coal metagenome sequencing and studies were less, limiting our understanding of this complex ecosystem. This study aimed to reconstruct high-quality metagenome-assembled genomes (MAGs) from the coal sample collected in the Neyveli mine to explore the unrevealed diversity of the coal microbiome. Using Illumina sequencing, we obtained high-quality raw reads in FASTQ format. Subsequently, de novo assembly and binning with metaWRAP software facilitated the reconstruction of coal MAGs. Quality assessment using CheckM identified 10 High-Quality MAGs (HQ MAGs), 7 medium-quality MAGs (MQ MAGs), and 6 low-quality MAGs (LQ MAGs). Further analysis using GTDB-Tk revealed four HQ MAGs as known species like Dermacoccus abyssi , Sphingomonas aquatilis, Acinetobacter baumannii, and Burkholderia cenocepacia . The remaining six HQ MAGs were classified as Comamonas , Arthrobacter , Noviherbaspirillum , Acidovorax , Oxalicibacterium , and Bordetella and designated as novel genomes by the validation of digital DNA-DNA hybridization (dDDH). Phylogenetic analysis and further pangenome analysis across the phylogenetic groups revealed a similar pattern with a high proportion of cloud genes. We further analysed the functional potential of these MAGs and closely related genomes using COG. The comparative functional genomics revealed that novel genomes are highly versatile, potentially reflecting adaptations to the coal environment. BlastKOALA was used to conduct a detailed analysis of the metabolic pathways associated with the MAGs. This study highlights the comparative genomic analysis of novel coal genomes with their closely related genomes to understand the evolutionary relationships and functional properties. Graphical Abstract
doi_str_mv 10.1007/s11274-024-04174-w
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_3123367945</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>3123367945</sourcerecordid><originalsourceid>FETCH-LOGICAL-c289t-cc2b46d297c80c221669890272f2490ffb156bbace822fa1590551033152dd343</originalsourceid><addsrcrecordid>eNqNkUtLxDAUhYMoOj7-gAsJuHFTTW6aplnK4AsEN7oOaZrMVNpmTFpl_PVG6wNciIuQC-c758I9CB1SckoJEWeRUhB5RiC9nKbpZQPNKBcsI1LAJpoRyWXGpGQ7aDfGR0KSTbJttMNkXnJe0Bnq575b6aCH5tnihe191xise92uYxPTUGOzTLIZbGheE-V77B3u_bNt8bJZLLOnUbfNsMZ10G6YEmzELvgOD0uLjdct7uygJ2UfbTndRnvw-e-hh8uL-_l1dnt3dTM_v80MlHLIjIEqL2qQwpTEANCikKUkIMBBLolzFeVFVWljSwCnKZeEc0oYoxzqmuVsD51Muavgn0YbB9U10di21b31Y1QJTBcDwfk_UGCsEDJ_R49_oY9-DOlYE0UFA8kSBRNlgo8xWKdWoel0WCtK1HtxaipOpeLUR3HqJZmOPqPHqrP1t-WrqQSwCYhJ6hc2_Oz-I_YN3MSjoA</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3123173293</pqid></control><display><type>article</type><title>Comparative genomic analysis and characterization of novel high-quality draft genomes from the coal metagenome</title><source>MEDLINE</source><source>SpringerLink Journals - AutoHoldings</source><creator>Achudhan, Arunmozhi Bharathi ; Saleena, Lilly M.</creator><creatorcontrib>Achudhan, Arunmozhi Bharathi ; Saleena, Lilly M.</creatorcontrib><description>Coal, a sedimentary rock harbours a complex microbial community that plays a significant role in its formation and characteristics. However, coal metagenome sequencing and studies were less, limiting our understanding of this complex ecosystem. This study aimed to reconstruct high-quality metagenome-assembled genomes (MAGs) from the coal sample collected in the Neyveli mine to explore the unrevealed diversity of the coal microbiome. Using Illumina sequencing, we obtained high-quality raw reads in FASTQ format. Subsequently, de novo assembly and binning with metaWRAP software facilitated the reconstruction of coal MAGs. Quality assessment using CheckM identified 10 High-Quality MAGs (HQ MAGs), 7 medium-quality MAGs (MQ MAGs), and 6 low-quality MAGs (LQ MAGs). Further analysis using GTDB-Tk revealed four HQ MAGs as known species like Dermacoccus abyssi , Sphingomonas aquatilis, Acinetobacter baumannii, and Burkholderia cenocepacia . The remaining six HQ MAGs were classified as Comamonas , Arthrobacter , Noviherbaspirillum , Acidovorax , Oxalicibacterium , and Bordetella and designated as novel genomes by the validation of digital DNA-DNA hybridization (dDDH). Phylogenetic analysis and further pangenome analysis across the phylogenetic groups revealed a similar pattern with a high proportion of cloud genes. We further analysed the functional potential of these MAGs and closely related genomes using COG. The comparative functional genomics revealed that novel genomes are highly versatile, potentially reflecting adaptations to the coal environment. BlastKOALA was used to conduct a detailed analysis of the metabolic pathways associated with the MAGs. This study highlights the comparative genomic analysis of novel coal genomes with their closely related genomes to understand the evolutionary relationships and functional properties. Graphical Abstract</description><identifier>ISSN: 0959-3993</identifier><identifier>ISSN: 1573-0972</identifier><identifier>EISSN: 1573-0972</identifier><identifier>DOI: 10.1007/s11274-024-04174-w</identifier><identifier>PMID: 39485561</identifier><language>eng</language><publisher>Dordrecht: Springer Netherlands</publisher><subject>Acidovorax ; Acinetobacter baumannii ; Applied Microbiology ; Arthrobacter ; Bacteria ; Bacteria - classification ; Bacteria - genetics ; Biochemistry ; Biomedical and Life Sciences ; Biotechnology ; Bordetella ; Burkholderia cenocepacia ; Coal ; Coal - microbiology ; Coal mines ; Comamonas ; computer software ; Deoxyribonucleic acid ; Dermacoccus ; DNA ; DNA, Bacterial - genetics ; ecosystems ; Environmental Engineering/Biotechnology ; genome ; Genome, Bacterial ; Genomes ; Genomic analysis ; Genomics ; Genomics - methods ; High-Throughput Nucleotide Sequencing ; Hybridization ; Life Sciences ; Metabolic pathways ; Metagenome ; metagenomics ; Metagenomics - methods ; microbial communities ; Microbiology ; microbiome ; Microbiomes ; Microbiota - genetics ; Microorganisms ; nucleic acid hybridization ; Pattern analysis ; Phylogenetics ; Phylogeny ; Quality assessment ; Quality control ; RNA, Ribosomal, 16S - genetics ; Sedimentary rocks ; Sequence Analysis, DNA ; species ; Sphingomonas</subject><ispartof>World journal of microbiology &amp; biotechnology, 2024-12, Vol.40 (12), p.370-370, Article 370</ispartof><rights>The Author(s), under exclusive licence to Springer Nature B.V. 2024 Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><rights>2024. The Author(s), under exclusive licence to Springer Nature B.V.</rights><rights>Copyright Springer Nature B.V. Dec 2024</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c289t-cc2b46d297c80c221669890272f2490ffb156bbace822fa1590551033152dd343</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s11274-024-04174-w$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s11274-024-04174-w$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27922,27923,41486,42555,51317</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39485561$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Achudhan, Arunmozhi Bharathi</creatorcontrib><creatorcontrib>Saleena, Lilly M.</creatorcontrib><title>Comparative genomic analysis and characterization of novel high-quality draft genomes from the coal metagenome</title><title>World journal of microbiology &amp; biotechnology</title><addtitle>World J Microbiol Biotechnol</addtitle><addtitle>World J Microbiol Biotechnol</addtitle><description>Coal, a sedimentary rock harbours a complex microbial community that plays a significant role in its formation and characteristics. However, coal metagenome sequencing and studies were less, limiting our understanding of this complex ecosystem. This study aimed to reconstruct high-quality metagenome-assembled genomes (MAGs) from the coal sample collected in the Neyveli mine to explore the unrevealed diversity of the coal microbiome. Using Illumina sequencing, we obtained high-quality raw reads in FASTQ format. Subsequently, de novo assembly and binning with metaWRAP software facilitated the reconstruction of coal MAGs. Quality assessment using CheckM identified 10 High-Quality MAGs (HQ MAGs), 7 medium-quality MAGs (MQ MAGs), and 6 low-quality MAGs (LQ MAGs). Further analysis using GTDB-Tk revealed four HQ MAGs as known species like Dermacoccus abyssi , Sphingomonas aquatilis, Acinetobacter baumannii, and Burkholderia cenocepacia . The remaining six HQ MAGs were classified as Comamonas , Arthrobacter , Noviherbaspirillum , Acidovorax , Oxalicibacterium , and Bordetella and designated as novel genomes by the validation of digital DNA-DNA hybridization (dDDH). Phylogenetic analysis and further pangenome analysis across the phylogenetic groups revealed a similar pattern with a high proportion of cloud genes. We further analysed the functional potential of these MAGs and closely related genomes using COG. The comparative functional genomics revealed that novel genomes are highly versatile, potentially reflecting adaptations to the coal environment. BlastKOALA was used to conduct a detailed analysis of the metabolic pathways associated with the MAGs. This study highlights the comparative genomic analysis of novel coal genomes with their closely related genomes to understand the evolutionary relationships and functional properties. Graphical Abstract</description><subject>Acidovorax</subject><subject>Acinetobacter baumannii</subject><subject>Applied Microbiology</subject><subject>Arthrobacter</subject><subject>Bacteria</subject><subject>Bacteria - classification</subject><subject>Bacteria - genetics</subject><subject>Biochemistry</subject><subject>Biomedical and Life Sciences</subject><subject>Biotechnology</subject><subject>Bordetella</subject><subject>Burkholderia cenocepacia</subject><subject>Coal</subject><subject>Coal - microbiology</subject><subject>Coal mines</subject><subject>Comamonas</subject><subject>computer software</subject><subject>Deoxyribonucleic acid</subject><subject>Dermacoccus</subject><subject>DNA</subject><subject>DNA, Bacterial - genetics</subject><subject>ecosystems</subject><subject>Environmental Engineering/Biotechnology</subject><subject>genome</subject><subject>Genome, Bacterial</subject><subject>Genomes</subject><subject>Genomic analysis</subject><subject>Genomics</subject><subject>Genomics - methods</subject><subject>High-Throughput Nucleotide Sequencing</subject><subject>Hybridization</subject><subject>Life Sciences</subject><subject>Metabolic pathways</subject><subject>Metagenome</subject><subject>metagenomics</subject><subject>Metagenomics - methods</subject><subject>microbial communities</subject><subject>Microbiology</subject><subject>microbiome</subject><subject>Microbiomes</subject><subject>Microbiota - genetics</subject><subject>Microorganisms</subject><subject>nucleic acid hybridization</subject><subject>Pattern analysis</subject><subject>Phylogenetics</subject><subject>Phylogeny</subject><subject>Quality assessment</subject><subject>Quality control</subject><subject>RNA, Ribosomal, 16S - genetics</subject><subject>Sedimentary rocks</subject><subject>Sequence Analysis, DNA</subject><subject>species</subject><subject>Sphingomonas</subject><issn>0959-3993</issn><issn>1573-0972</issn><issn>1573-0972</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkUtLxDAUhYMoOj7-gAsJuHFTTW6aplnK4AsEN7oOaZrMVNpmTFpl_PVG6wNciIuQC-c758I9CB1SckoJEWeRUhB5RiC9nKbpZQPNKBcsI1LAJpoRyWXGpGQ7aDfGR0KSTbJttMNkXnJe0Bnq575b6aCH5tnihe191xise92uYxPTUGOzTLIZbGheE-V77B3u_bNt8bJZLLOnUbfNsMZ10G6YEmzELvgOD0uLjdct7uygJ2UfbTndRnvw-e-hh8uL-_l1dnt3dTM_v80MlHLIjIEqL2qQwpTEANCikKUkIMBBLolzFeVFVWljSwCnKZeEc0oYoxzqmuVsD51Muavgn0YbB9U10di21b31Y1QJTBcDwfk_UGCsEDJ_R49_oY9-DOlYE0UFA8kSBRNlgo8xWKdWoel0WCtK1HtxaipOpeLUR3HqJZmOPqPHqrP1t-WrqQSwCYhJ6hc2_Oz-I_YN3MSjoA</recordid><startdate>20241201</startdate><enddate>20241201</enddate><creator>Achudhan, Arunmozhi Bharathi</creator><creator>Saleena, Lilly M.</creator><general>Springer Netherlands</general><general>Springer Nature B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QL</scope><scope>7T7</scope><scope>7TB</scope><scope>7TK</scope><scope>7U5</scope><scope>7U9</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>H94</scope><scope>K9.</scope><scope>L7M</scope><scope>M7N</scope><scope>P64</scope><scope>7X8</scope><scope>7S9</scope><scope>L.6</scope></search><sort><creationdate>20241201</creationdate><title>Comparative genomic analysis and characterization of novel high-quality draft genomes from the coal metagenome</title><author>Achudhan, Arunmozhi Bharathi ; Saleena, Lilly M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c289t-cc2b46d297c80c221669890272f2490ffb156bbace822fa1590551033152dd343</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Acidovorax</topic><topic>Acinetobacter baumannii</topic><topic>Applied Microbiology</topic><topic>Arthrobacter</topic><topic>Bacteria</topic><topic>Bacteria - classification</topic><topic>Bacteria - genetics</topic><topic>Biochemistry</topic><topic>Biomedical and Life Sciences</topic><topic>Biotechnology</topic><topic>Bordetella</topic><topic>Burkholderia cenocepacia</topic><topic>Coal</topic><topic>Coal - microbiology</topic><topic>Coal mines</topic><topic>Comamonas</topic><topic>computer software</topic><topic>Deoxyribonucleic acid</topic><topic>Dermacoccus</topic><topic>DNA</topic><topic>DNA, Bacterial - genetics</topic><topic>ecosystems</topic><topic>Environmental Engineering/Biotechnology</topic><topic>genome</topic><topic>Genome, Bacterial</topic><topic>Genomes</topic><topic>Genomic analysis</topic><topic>Genomics</topic><topic>Genomics - methods</topic><topic>High-Throughput Nucleotide Sequencing</topic><topic>Hybridization</topic><topic>Life Sciences</topic><topic>Metabolic pathways</topic><topic>Metagenome</topic><topic>metagenomics</topic><topic>Metagenomics - methods</topic><topic>microbial communities</topic><topic>Microbiology</topic><topic>microbiome</topic><topic>Microbiomes</topic><topic>Microbiota - genetics</topic><topic>Microorganisms</topic><topic>nucleic acid hybridization</topic><topic>Pattern analysis</topic><topic>Phylogenetics</topic><topic>Phylogeny</topic><topic>Quality assessment</topic><topic>Quality control</topic><topic>RNA, Ribosomal, 16S - genetics</topic><topic>Sedimentary rocks</topic><topic>Sequence Analysis, DNA</topic><topic>species</topic><topic>Sphingomonas</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Achudhan, Arunmozhi Bharathi</creatorcontrib><creatorcontrib>Saleena, Lilly M.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Mechanical &amp; Transportation Engineering Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>World journal of microbiology &amp; biotechnology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Achudhan, Arunmozhi Bharathi</au><au>Saleena, Lilly M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Comparative genomic analysis and characterization of novel high-quality draft genomes from the coal metagenome</atitle><jtitle>World journal of microbiology &amp; biotechnology</jtitle><stitle>World J Microbiol Biotechnol</stitle><addtitle>World J Microbiol Biotechnol</addtitle><date>2024-12-01</date><risdate>2024</risdate><volume>40</volume><issue>12</issue><spage>370</spage><epage>370</epage><pages>370-370</pages><artnum>370</artnum><issn>0959-3993</issn><issn>1573-0972</issn><eissn>1573-0972</eissn><abstract>Coal, a sedimentary rock harbours a complex microbial community that plays a significant role in its formation and characteristics. However, coal metagenome sequencing and studies were less, limiting our understanding of this complex ecosystem. This study aimed to reconstruct high-quality metagenome-assembled genomes (MAGs) from the coal sample collected in the Neyveli mine to explore the unrevealed diversity of the coal microbiome. Using Illumina sequencing, we obtained high-quality raw reads in FASTQ format. Subsequently, de novo assembly and binning with metaWRAP software facilitated the reconstruction of coal MAGs. Quality assessment using CheckM identified 10 High-Quality MAGs (HQ MAGs), 7 medium-quality MAGs (MQ MAGs), and 6 low-quality MAGs (LQ MAGs). Further analysis using GTDB-Tk revealed four HQ MAGs as known species like Dermacoccus abyssi , Sphingomonas aquatilis, Acinetobacter baumannii, and Burkholderia cenocepacia . The remaining six HQ MAGs were classified as Comamonas , Arthrobacter , Noviherbaspirillum , Acidovorax , Oxalicibacterium , and Bordetella and designated as novel genomes by the validation of digital DNA-DNA hybridization (dDDH). Phylogenetic analysis and further pangenome analysis across the phylogenetic groups revealed a similar pattern with a high proportion of cloud genes. We further analysed the functional potential of these MAGs and closely related genomes using COG. The comparative functional genomics revealed that novel genomes are highly versatile, potentially reflecting adaptations to the coal environment. BlastKOALA was used to conduct a detailed analysis of the metabolic pathways associated with the MAGs. This study highlights the comparative genomic analysis of novel coal genomes with their closely related genomes to understand the evolutionary relationships and functional properties. Graphical Abstract</abstract><cop>Dordrecht</cop><pub>Springer Netherlands</pub><pmid>39485561</pmid><doi>10.1007/s11274-024-04174-w</doi><tpages>1</tpages></addata></record>
fulltext fulltext
identifier ISSN: 0959-3993
ispartof World journal of microbiology & biotechnology, 2024-12, Vol.40 (12), p.370-370, Article 370
issn 0959-3993
1573-0972
1573-0972
language eng
recordid cdi_proquest_miscellaneous_3123367945
source MEDLINE; SpringerLink Journals - AutoHoldings
subjects Acidovorax
Acinetobacter baumannii
Applied Microbiology
Arthrobacter
Bacteria
Bacteria - classification
Bacteria - genetics
Biochemistry
Biomedical and Life Sciences
Biotechnology
Bordetella
Burkholderia cenocepacia
Coal
Coal - microbiology
Coal mines
Comamonas
computer software
Deoxyribonucleic acid
Dermacoccus
DNA
DNA, Bacterial - genetics
ecosystems
Environmental Engineering/Biotechnology
genome
Genome, Bacterial
Genomes
Genomic analysis
Genomics
Genomics - methods
High-Throughput Nucleotide Sequencing
Hybridization
Life Sciences
Metabolic pathways
Metagenome
metagenomics
Metagenomics - methods
microbial communities
Microbiology
microbiome
Microbiomes
Microbiota - genetics
Microorganisms
nucleic acid hybridization
Pattern analysis
Phylogenetics
Phylogeny
Quality assessment
Quality control
RNA, Ribosomal, 16S - genetics
Sedimentary rocks
Sequence Analysis, DNA
species
Sphingomonas
title Comparative genomic analysis and characterization of novel high-quality draft genomes from the coal metagenome
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-14T16%3A21%3A36IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Comparative%20genomic%20analysis%20and%20characterization%20of%20novel%20high-quality%20draft%20genomes%20from%20the%20coal%20metagenome&rft.jtitle=World%20journal%20of%20microbiology%20&%20biotechnology&rft.au=Achudhan,%20Arunmozhi%20Bharathi&rft.date=2024-12-01&rft.volume=40&rft.issue=12&rft.spage=370&rft.epage=370&rft.pages=370-370&rft.artnum=370&rft.issn=0959-3993&rft.eissn=1573-0972&rft_id=info:doi/10.1007/s11274-024-04174-w&rft_dat=%3Cproquest_cross%3E3123367945%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=3123173293&rft_id=info:pmid/39485561&rfr_iscdi=true