{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,8]],"date-time":"2026-03-08T09:43:17Z","timestamp":1772962997187,"version":"3.50.1"},"reference-count":41,"publisher":"Oxford University Press (OUP)","issue":"11","license":[{"start":{"date-parts":[[2024,10,14]],"date-time":"2024-10-14T00:00:00Z","timestamp":1728864000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100018929","name":"German Network for Bioinformatics Infrastructure","doi-asserted-by":"publisher","award":["031A532B"],"award-info":[{"award-number":["031A532B"]}],"id":[{"id":"10.13039\/501100018929","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100018929","name":"German Network for Bioinformatics Infrastructure","doi-asserted-by":"publisher","award":["031A533A"],"award-info":[{"award-number":["031A533A"]}],"id":[{"id":"10.13039\/501100018929","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100018929","name":"German Network for Bioinformatics Infrastructure","doi-asserted-by":"publisher","award":["031A533B"],"award-info":[{"award-number":["031A533B"]}],"id":[{"id":"10.13039\/501100018929","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100018929","name":"German Network for Bioinformatics Infrastructure","doi-asserted-by":"publisher","award":["031A534A"],"award-info":[{"award-number":["031A534A"]}],"id":[{"id":"10.13039\/501100018929","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100018929","name":"German Network for Bioinformatics Infrastructure","doi-asserted-by":"publisher","award":["031A535A"],"award-info":[{"award-number":["031A535A"]}],"id":[{"id":"10.13039\/501100018929","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100018929","name":"German Network for Bioinformatics Infrastructure","doi-asserted-by":"publisher","award":["031A537A"],"award-info":[{"award-number":["031A537A"]}],"id":[{"id":"10.13039\/501100018929","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100018929","name":"German Network for Bioinformatics Infrastructure","doi-asserted-by":"publisher","award":["031A537B"],"award-info":[{"award-number":["031A537B"]}],"id":[{"id":"10.13039\/501100018929","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100018929","name":"German Network for Bioinformatics Infrastructure","doi-asserted-by":"publisher","award":["031A537C"],"award-info":[{"award-number":["031A537C"]}],"id":[{"id":"10.13039\/501100018929","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100018929","name":"German Network for Bioinformatics Infrastructure","doi-asserted-by":"publisher","award":["031A537D"],"award-info":[{"award-number":["031A537D"]}],"id":[{"id":"10.13039\/501100018929","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100018929","name":"German Network for Bioinformatics Infrastructure","doi-asserted-by":"publisher","award":["031A538A"],"award-info":[{"award-number":["031A538A"]}],"id":[{"id":"10.13039\/501100018929","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,11,1]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Motivation<\/jats:title>\n                    <jats:p>Pangenome graphs offer a comprehensive way of capturing genomic variability across multiple genomes. However, current construction methods often introduce biases, excluding complex sequences or relying on references. The PanGenome Graph Builder (PGGB) addresses these issues. To date, though, there is no state-of-the-art pipeline allowing for easy deployment, efficient and dynamic use of available resources, and scalable usage at the same time.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>To overcome these limitations, we present nf-core\/pangenome, a reference-unbiased approach implemented in Nextflow following nf-core\u2019s best practices. Leveraging biocontainers ensures portability and seamless deployment in High-Performance Computing (HPC) environments. Unlike PGGB, nf-core\/pangenome distributes alignments across cluster nodes, enabling scalability. Demonstrating its efficiency, we constructed pangenome graphs for 1000 human chromosome 19 haplotypes and 2146 Escherichia coli sequences, achieving a two to threefold speedup compared to PGGB without increasing greenhouse gas emissions.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Availability and implementation<\/jats:title>\n                    <jats:p>nf-core\/pangenome is released under the MIT open-source license, available on GitHub and Zenodo, with documentation accessible at https:\/\/nf-co.re\/pangenome\/docs\/usage.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1093\/bioinformatics\/btae609","type":"journal-article","created":{"date-parts":[[2024,10,10]],"date-time":"2024-10-10T09:52:14Z","timestamp":1728553934000},"source":"Crossref","is-referenced-by-count":16,"title":["Cluster-efficient pangenome graph construction with nf-core\/pangenome"],"prefix":"10.1093","volume":"40","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3326-817X","authenticated-orcid":false,"given":"Simon","family":"Heumos","sequence":"first","affiliation":[{"name":"Quantitative Biology Center (QBiC) T\u00fcbingen, University of T\u00fcbingen , T\u00fcbingen, 72076,","place":["Germany"]},{"name":"Biomedical Data Science, Department of Computer Science, University of T\u00fcbingen , T\u00fcbingen, 72076,","place":["Germany"]},{"name":"M3 Research Center, University Hospital T\u00fcbingen , T\u00fcbingen, 72076,","place":["Germany"]},{"name":"Institute for Bioinformatics and Medical Informatics (IBMI), Eberhard-Karls University of T\u00fcbingen , T\u00fcbingen, 72076,","place":["Germany"]}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9052-6000","authenticated-orcid":false,"given":"Michael L","family":"Heuer","sequence":"additional","affiliation":[{"name":"University of California, Berkeley , Berkeley, CA 94720,","place":["United States"]}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-9875-5262","authenticated-orcid":false,"given":"Friederike","family":"Hanssen","sequence":"additional","affiliation":[{"name":"Quantitative Biology Center (QBiC) T\u00fcbingen, University of T\u00fcbingen , T\u00fcbingen, 72076,","place":["Germany"]},{"name":"Biomedical Data Science, Department of Computer Science, University of T\u00fcbingen , T\u00fcbingen, 72076,","place":["Germany"]},{"name":"M3 Research Center, University Hospital T\u00fcbingen , T\u00fcbingen, 72076,","place":["Germany"]},{"name":"Institute for Bioinformatics and Medical Informatics (IBMI), Eberhard-Karls University of T\u00fcbingen , T\u00fcbingen, 72076,","place":["Germany"]}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8937-3457","authenticated-orcid":false,"given":"Lukas","family":"Heumos","sequence":"additional","affiliation":[{"name":"Department of Computational Health, Institute of Computational Biology, Helmholtz Munich , Munich, 85764,","place":["Germany"]},{"name":"Comprehensive Pneumology Center with the CPC-M bioArchive, Helmholtz Zentrum Munich, Member of the German Center for Lung Research (DZL) , Munich, 81377,","place":["Germany"]},{"name":"TUM School of Life Sciences Weihenstephan, Technical University of Munich , Freising, 81377,","place":["Germany"]}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9744-131X","authenticated-orcid":false,"given":"Andrea","family":"Guarracino","sequence":"additional","affiliation":[{"name":"Department of Genetics, Genomics and Informatics, University of Tennessee Health Science Center , Memphis, TN 38163,","place":["United States"]},{"name":"Human Technopole , Milan 20157,","place":["Italy"]}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-5985-2317","authenticated-orcid":false,"given":"Peter","family":"Heringer","sequence":"additional","affiliation":[{"name":"Quantitative Biology Center (QBiC) T\u00fcbingen, University of T\u00fcbingen , T\u00fcbingen, 72076,","place":["Germany"]},{"name":"Biomedical Data Science, Department of Computer Science, University of T\u00fcbingen , T\u00fcbingen, 72076,","place":["Germany"]},{"name":"M3 Research Center, University Hospital T\u00fcbingen , T\u00fcbingen, 72076,","place":["Germany"]},{"name":"Institute for Bioinformatics and Medical Informatics (IBMI), Eberhard-Karls University of T\u00fcbingen , T\u00fcbingen, 72076,","place":["Germany"]}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5945-7839","authenticated-orcid":false,"given":"Philipp","family":"Ehmele","sequence":"additional","affiliation":[{"name":"Department of Computational Health, Institute of Computational Biology, Helmholtz Munich , Munich, 85764,","place":["Germany"]}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8021-9162","authenticated-orcid":false,"given":"Pjotr","family":"Prins","sequence":"additional","affiliation":[{"name":"Department of Genetics, Genomics and Informatics, University of Tennessee Health Science Center , Memphis, TN 38163,","place":["United States"]}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3821-631X","authenticated-orcid":false,"given":"Erik","family":"Garrison","sequence":"additional","affiliation":[{"name":"Department of Genetics, Genomics and Informatics, University of Tennessee Health Science Center , Memphis, TN 38163,","place":["United States"]}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4375-0691","authenticated-orcid":false,"given":"Sven","family":"Nahnsen","sequence":"additional","affiliation":[{"name":"Quantitative Biology Center (QBiC) T\u00fcbingen, University of T\u00fcbingen , T\u00fcbingen, 72076,","place":["Germany"]},{"name":"Biomedical Data Science, Department of Computer Science, University of T\u00fcbingen , T\u00fcbingen, 72076,","place":["Germany"]},{"name":"M3 Research Center, University Hospital T\u00fcbingen , T\u00fcbingen, 72076,","place":["Germany"]},{"name":"Institute for Bioinformatics and Medical Informatics (IBMI), Eberhard-Karls University of T\u00fcbingen , T\u00fcbingen, 72076,","place":["Germany"]}]}],"member":"286","published-online":{"date-parts":[[2024,10,14]]},"reference":[{"key":"2024111606004969300_btae609-B1","doi-asserted-by":"crossref","first-page":"274","DOI":"10.1186\/s13059-023-03098-2","article-title":"Comparing methods for constructing and representing human pangenome graphs","volume":"24","author":"Andreace","year":"2023","journal-title":"Genome Biol"},{"key":"2024111606004969300_btae609-B2","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1186\/s13059-019-1774-4","article-title":"Is it time to change the reference genome?","volume":"20","author":"Ballouz","year":"2019","journal-title":"Genome Biol"},{"key":"2024111606004969300_btae609-B3","doi-asserted-by":"crossref","first-page":"954","DOI":"10.1101\/gr.245373.118","article-title":"Human contamination in bacterial genomes has created thousands of spurious proteins","volume":"29","author":"Breitwieser","year":"2019","journal-title":"Genome Res"},{"key":"2024111606004969300_btae609-B4","doi-asserted-by":"crossref","first-page":"1213","DOI":"10.1038\/s41592-023-01914-y","article-title":"Multiscale analysis of pangenomes enables improved representation of genomic diversity for repetitive and clinically relevant genes","volume":"20","author":"Chin","year":"2023","journal-title":"Nat Methods"},{"key":"2024111606004969300_btae609-B5","doi-asserted-by":"crossref","first-page":"290","DOI":"10.1186\/s13059-023-03133-2","article-title":"A super-pangenome of the North American wild grape species","volume":"24","author":"Cochetel","year":"2023","journal-title":"Genome Biol"},{"key":"2024111606004969300_btae609-B6","doi-asserted-by":"crossref","first-page":"316","DOI":"10.1038\/nbt.3820","article-title":"Nextflow enables reproducible computational workflows","volume":"35","author":"Di Tommaso","year":"2017","journal-title":"Nat Biotechnol"},{"key":"2024111606004969300_btae609-B8","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1146\/annurev-genom-120219-080406","article-title":"Pangenome graphs","volume":"21","author":"Eizenga","year":"2020","journal-title":"Annu Rev Genomics Hum Genet"},{"key":"2024111606004969300_btae609-B9","doi-asserted-by":"crossref","first-page":"3047","DOI":"10.1093\/bioinformatics\/btw354","article-title":"MultiQC: summarize analysis results for multiple tools and samples in a single report","volume":"32","author":"Ewels","year":"2016","journal-title":"Bioinformatics"},{"key":"2024111606004969300_btae609-B10","doi-asserted-by":"crossref","DOI":"10.1093\/bioinformatics\/btac743","article-title":"Unbiased pangenome graphs","volume":"39","author":"Garrison","year":"2023","journal-title":"Bioinformatics"},{"key":"2024111606004969300_btae609-B11","doi-asserted-by":"crossref","first-page":"875","DOI":"10.1038\/nbt.4227","article-title":"Variation graph toolkit improves read mapping by representing genetic variation in the reference","volume":"36","author":"Garrison","year":"2018","journal-title":"Nat Biotechnol"},{"key":"2024111606004969300_btae609-B12","doi-asserted-by":"publisher","author":"Garrison","DOI":"10.1038\/s41592-024-02430-3"},{"key":"2024111606004969300_btae609-B13","doi-asserted-by":"crossref","first-page":"3319","DOI":"10.1093\/bioinformatics\/btac308","article-title":"ODGI: understanding pangenome graphs","volume":"38","author":"Guarracino","year":"2022","journal-title":"Bioinformatics"},{"key":"2024111606004969300_btae609-B14","doi-asserted-by":"crossref","first-page":"335","DOI":"10.1038\/s41586-023-05976-y","article-title":"Recombination between heterologous human acrocentric chromosomes","volume":"617","author":"Guarracino","year":"2023","journal-title":"Nature"},{"key":"2024111606004969300_btae609-B15","doi-asserted-by":"publisher","author":"Guo","year":"2024","DOI":"10.1101\/2024.02.28.582440"},{"key":"2024111606004969300_btae609-B16","doi-asserted-by":"publisher","DOI":"10.1093\/oxfordjournals.molbev.a040577","article-title":"A new method that simultaneously aligns and reconstructs ancestral sequences for any number of homologous sequences, when the phylogeny is given","author":"Hein","year":"1989","journal-title":"Mol Biol Evol"},{"key":"2024111606004969300_btae609-B17","doi-asserted-by":"crossref","DOI":"10.1093\/bioinformatics\/btae363","article-title":"Pangenome graph layout by path-guided stochastic gradient descent","volume":"40","author":"Heumos","year":"2024","journal-title":"Bioinformatics"},{"key":"2024111606004969300_btae609-B18","doi-asserted-by":"crossref","first-page":"663","DOI":"10.1038\/s41587-023-01793-w","article-title":"Pangenome graph construction from genome alignments with minigraph-cactus","volume":"42","author":"Hickey","year":"2024","journal-title":"Nat Biotechnol"},{"key":"2024111606004969300_btae609-B19","doi-asserted-by":"crossref","first-page":"6259","DOI":"10.1038\/s41467-023-42029-4","article-title":"The pan-genome and local adaptation of Arabidopsis thaliana","volume":"14","author":"Kang","year":"2023","journal-title":"Nat Commun"},{"key":"2024111606004969300_btae609-B20","doi-asserted-by":"crossref","first-page":"500","DOI":"10.1089\/cmb.2019.0309","article-title":"Efficient construction of a complete index for pan-genomics read alignment","volume":"27","author":"Kuhnle","year":"2020","journal-title":"J Comput Biol"},{"key":"2024111606004969300_btae609-B21","doi-asserted-by":"crossref","DOI":"10.1002\/advs.202100707","article-title":"Green algorithms: quantifying the carbon footprint of computation","volume":"8","author":"Lannelongue","year":"2021","journal-title":"Adv Sci"},{"key":"2024111606004969300_btae609-B22","doi-asserted-by":"crossref","first-page":"452","DOI":"10.1093\/bioinformatics\/18.3.452","article-title":"Multiple sequence alignment using partial order graphs","volume":"18","author":"Lee","year":"2002","journal-title":"Bioinformatics"},{"key":"2024111606004969300_btae609-B23","doi-asserted-by":"crossref","first-page":"3012","DOI":"10.1038\/s41467-022-30680-2","article-title":"Structural variant-based pangenome construction has low sensitivity to variability of haplotype-resolved bovine assemblies","volume":"13","author":"Leonard","year":"2022","journal-title":"Nat Commun"},{"key":"2024111606004969300_btae609-B24","doi-asserted-by":"crossref","first-page":"2078","DOI":"10.1093\/bioinformatics\/btp352","article-title":"The sequence alignment\/map format and samtools","volume":"25","author":"Li","year":"2009","journal-title":"Bioinformatics"},{"key":"2024111606004969300_btae609-B25","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1186\/s13059-020-02168-z","article-title":"The design and construction of reference pangenome graphs with minigraph","volume":"21","author":"Li","year":"2020","journal-title":"Genome Biol"},{"key":"2024111606004969300_btae609-B26","doi-asserted-by":"crossref","first-page":"312","DOI":"10.1038\/s41586-023-05896-x","article-title":"A draft human pangenome reference","volume":"617","author":"Liao","year":"2023","journal-title":"Nature"},{"key":"2024111606004969300_btae609-B27","doi-asserted-by":"crossref","first-page":"162","DOI":"10.1016\/j.cell.2020.05.023","article-title":"Pan-genome of wild and cultivated soybeans","volume":"182","author":"Liu","year":"2020","journal-title":"Cell"},{"key":"2024111606004969300_btae609-B28","doi-asserted-by":"publisher","author":"Milia","year":"2024","DOI":"10.1101\/2024.02.02.578587"},{"key":"2024111606004969300_btae609-B29","doi-asserted-by":"crossref","first-page":"4024","DOI":"10.1093\/bioinformatics\/btw609","article-title":"TwoPaCo: an efficient algorithm to build the compacted de Bruijn graph from many complete genomes","volume":"33","author":"Minkin","year":"2017","journal-title":"Bioinformatics"},{"key":"2024111606004969300_btae609-B30","doi-asserted-by":"crossref","first-page":"D10","DOI":"10.1093\/nar\/gkaa892","article-title":"Database resources of the national center for biotechnology information","volume":"49","author":"Sayers","year":"2021","journal-title":"Nucleic Acids Res"},{"key":"2024111606004969300_btae609-B31","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1038\/s41576-020-0210-7","article-title":"Pan-genomics in the human genome era","volume":"21","author":"Sherman","year":"2020","journal-title":"Nat Rev Genet"},{"key":"2024111606004969300_btae609-B32","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-024-02407-2","article-title":"Personalized pangenome references","author":"Sir\u00e9n","year":"2024","journal-title":"Nat Methods"},{"key":"2024111606004969300_btae609-B33","doi-asserted-by":"crossref","first-page":"lqae040","DOI":"10.1093\/nargab\/lqae040","article-title":"Nextflow vs. plain bash: different approaches to the parallelization of SNP calling from the whole genome sequence data","volume":"6","author":"Sztuka","year":"2024","journal-title":"NAR Genom Bioinform"},{"key":"2024111606004969300_btae609-B34","first-page":"118","article-title":"Computational pan-genomics: status, promises and challenges","author":"The Computational Pan-Genomics Consortium","year":"2018","journal-title":"Brief Bioinform"},{"key":"2024111606004969300_btae609-B7","doi-asserted-by":"crossref","first-page":"1061","DOI":"10.1038\/nature09534","article-title":"A map of human genome variation from population-scale sequencing","volume":"467","author":"The 1000 Genomes Project Consortium","year":"2010","journal-title":"Nature"},{"key":"2024111606004969300_btae609-B35","doi-asserted-by":"crossref","first-page":"5233","DOI":"10.1038\/s41598-019-41695-z","article-title":"From Louvain to Leiden: guaranteeing well-connected communities","volume":"9","author":"Traag","year":"2019","journal-title":"Sci Rep"},{"key":"2024111606004969300_btae609-B36","doi-asserted-by":"publisher","author":"Villani","year":"2024","DOI":"10.1101\/2024.01.10.575041"},{"key":"2024111606004969300_btae609-B37","doi-asserted-by":"crossref","first-page":"314","DOI":"10.1038\/nbt.3772","article-title":"Toil enables reproducible, open source, big biomedical data analyses","volume":"35","author":"Vivian","year":"2017","journal-title":"Nat Biotechnol"},{"key":"2024111606004969300_btae609-B38","doi-asserted-by":"crossref","first-page":"729","DOI":"10.1101\/gr.277515.122","article-title":"Highly complete long-read genomes reveal pangenomic variation underlying yeast phenotypic diversity","volume":"33","author":"Weller","year":"2023","journal-title":"Genome Res"},{"key":"2024111606004969300_btae609-B39","doi-asserted-by":"crossref","first-page":"1161","DOI":"10.1038\/s41592-021-01254-9","article-title":"Reproducible, scalable, and shareable analysis pipelines with bioinformatics workflow managers","volume":"18","author":"Wratten","year":"2021","journal-title":"Nat Methods"},{"key":"2024111606004969300_btae609-B40","doi-asserted-by":"crossref","first-page":"1225248","DOI":"10.3389\/fgene.2023.1225248","article-title":"Pangenome graphs in infectious disease: a comprehensive genetic variation analysis of Neisseria meningitidis leveraging oxford nanopore long reads","volume":"14","author":"Yang","year":"2023","journal-title":"Front Genet"},{"key":"2024111606004969300_btae609-B41","doi-asserted-by":"crossref","first-page":"1585","DOI":"10.1101\/gr.276550.122","article-title":"Assembly of a pangenome for global cattle reveals missing sequences and novel structural variations, providing new insights into their diversity and evolutionary history","volume":"32","author":"Zhou","year":"2022","journal-title":"Genome Res"}],"container-title":["Bioinformatics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/academic.oup.com\/bioinformatics\/advance-article-pdf\/doi\/10.1093\/bioinformatics\/btae609\/59748024\/btae609.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"https:\/\/academic.oup.com\/bioinformatics\/article-pdf\/40\/11\/btae609\/60687693\/btae609.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/academic.oup.com\/bioinformatics\/article-pdf\/40\/11\/btae609\/60687693\/btae609.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,16]],"date-time":"2024-11-16T01:01:16Z","timestamp":1731718876000},"score":1,"resource":{"primary":{"URL":"https:\/\/academic.oup.com\/bioinformatics\/article\/doi\/10.1093\/bioinformatics\/btae609\/7821182"}},"subtitle":[],"editor":[{"given":"Can","family":"Alkan","sequence":"additional","affiliation":[]}],"short-title":[],"issued":{"date-parts":[[2024,10,14]]},"references-count":41,"journal-issue":{"issue":"11","published-print":{"date-parts":[[2024,11,1]]}},"URL":"https:\/\/doi.org\/10.1093\/bioinformatics\/btae609","relation":{"has-preprint":[{"id-type":"doi","id":"10.1101\/2024.05.13.593871","asserted-by":"object"}]},"ISSN":["1367-4811"],"issn-type":[{"value":"1367-4811","type":"electronic"}],"subject":[],"published-other":{"date-parts":[[2024,11]]},"published":{"date-parts":[[2024,10,14]]},"article-number":"btae609"}}