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A critical evaluation of deep-learning based phylogenetic inference programs using simulated datasets
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作者 Yixiao Zhu Yonglin Li +2 位作者 Chuhao Li Xing-Xing Shen Xiaofan Zhou 《Journal of Genetics and Genomics》 2025年第5期714-717,共4页
Inferring phylogenetic trees from molecular sequences is a cornerstone of evolutionary biology.Many standard phylogenetic methods(such as maximum-likelihood[ML])rely on explicit models of sequence evolution and thus o... Inferring phylogenetic trees from molecular sequences is a cornerstone of evolutionary biology.Many standard phylogenetic methods(such as maximum-likelihood[ML])rely on explicit models of sequence evolution and thus often suffer from model misspecification or inadequacy.The on-rising deep learning(DL)techniques offer a powerful alternative.Deep learning employs multi-layered artificial neural networks to progressively transform input data into more abstract and complex representations.DL methods can autonomously uncover meaningful patterns from data,thereby bypassing potential biases introduced by predefined features(Franklin,2005;Murphy,2012).Recent efforts have aimed to apply deep neural networks(DNNs)to phylogenetics,with a growing number of applications in tree reconstruction(Suvorov et al.,2020;Zou et al.,2020;Nesterenko et al.,2022;Smith and Hahn,2023;Wang et al.,2023),substitution model selection(Abadi et al.,2020;Burgstaller-Muehlbacher et al.,2023),and diversification rate inference(Voznica et al.,2022;Lajaaiti et al.,2023;Lambert et al.,2023).In phylogenetic tree reconstruction,PhyDL(Zou et al.,2020)and Tree_learning(Suvorov et al.,2020)are two notable DNN-based programs designed to infer unrooted quartet trees directly from alignments of four amino acid(AA)and DNA sequences,respectively. 展开更多
关键词 phylogenetic inference explicit models sequence evolution deep learning deep learning dl techniques molecular sequences simulated datasets phylogenetic methods such evolutionary biologymany
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Geographic patterns and ecological causes of phylogenetic structure in mosses along an elevational gradient in the central Himalaya
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作者 Hong Qian Oriol Grau 《Plant Diversity》 2025年第1期98-105,共8页
Understanding the underlying mechanisms driving species assembly along elevational gradients is of great interest in ecology and biogeography.The Himalaya is one of the world’s hotspots of biodiversity,and the elevat... Understanding the underlying mechanisms driving species assembly along elevational gradients is of great interest in ecology and biogeography.The Himalaya is one of the world’s hotspots of biodiversity,and the elevational gradient of the central Himalaya in Nepal is one of the longest elevational gradients in the world.Mosses are important constituents of vegetation in the Himalaya,and knowledge of geographic patterns and ecological causes of phylogenetic structure of mosses along elevational gradients in the Himalaya is critical to understanding the assembly of plant diversity in general,and moss diversity in particular,in the Himalaya.Here,we investigate the relationships of phylogenetic structure metrics reflecting different evolutionary depths with elevation and climatic variables representing mean temperature and precipitation conditions,climate extremes,and climate seasonality for mosses distributed along an elevational gradient spanning about 5000 m in the central Himalaya,Nepal.For a given climatic variable,different metrics of phylogenetic structure show different spatial and climatic patterns,but all phylogenetic metrics standardized for species richness show that phylogenetic dispersion in moss assemblages tend to increase with increasing elevation and decreasing temperature.The standardized effect size of mean pairwise distance of moss assemblages shows a triphasic(zig-zag)pattern,which is generally consistent with the triphasic patterns previously found in angiosperms and ferns along the same elevational gradient.Our study shows that temperature-related variables and climate seasonality variables are more important drivers of phylogenetic dispersion in mosses in Nepal,compared with precipitation-related variables and climate extreme variables,respectively. 展开更多
关键词 BRYOPHYTE Climatic gradient Nepal Niche evolution phylogenetic diversity phylogenetic relatedness
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Topographic complexity drives trait composition as well as functional and phylogenetic diversity of understory plant communities in microrefugia:New insights for conservation
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作者 Kata Frei Anna E-Vojtkó +6 位作者 Csaba Tölgyesi Andráas Vojtkó Tünde Farkas Lászlo Erdös Gáabor Li Ádáam Lörincz Zoltáan Báatori 《Forest Ecosystems》 2025年第2期209-219,共11页
Topographic complexity supports the maintenance of a high diversity of microhabitats,which may act as important‘safe havens’-or microrefugia-for biodiversity.Microrefugia are sites with specific environmental condit... Topographic complexity supports the maintenance of a high diversity of microhabitats,which may act as important‘safe havens’-or microrefugia-for biodiversity.Microrefugia are sites with specific environmental conditions that facilitate the persistence of species during environmental changes and exhibit unique ecoevolutionary dynamics.However,our knowledge about how topographic complexity and related ecoevolutionary selective forces influence the functional and phylogenetic signatures of species assemblages in microrefugia is very limited.Although the conceptual framework on the systematic integration of plant functional traits into the study of refugia is well established,more empirical studies on functional trait composition and functional diversity in refugia are urgently needed for more effective conservation.Here we analyzed the distribution of various plant functional traits and phylogenetic patterns in microhabitats(south-and north-facing slopes,and bottoms)of 30 large topographic depressions(i.e.doline microrefugia)and microhabitats of the surrounding plateaus in two distant forested karst regions.We found that plant assemblages in the understory of dolines and their surroundings are characterized by unique functional values and combinations of traits.Doline bottoms had the highest functional diversity among doline microhabitats and supported plant assemblages with considerably different trait compositions from the plateaus.Bottoms also had the highest phylogenetic diversity.These results suggest that topographic complexity in forested dolines has a significant effect on the distribution of plant functional traits in the understory.High functional and phylogenetic diversity in doline bottoms can have important consequences for the long-term survival of plant populations,highlighting that these microhabitats may provide a higher resilience and support an adaptive community-level response to natural and anthropogenic stressors.Understanding mechanisms that drive the survival of species within microrefugia is required to determine the best conservation and management strategies. 展开更多
关键词 DOLINE Forest herbs Functional diversity MICROCLIMATE MICROHABITAT phylogenetic diversity Species trait Vegetation
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A novel Bocaparvovirus in goats:Genetic features,phylogenetic analysis,and epidemiological implications
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作者 Kegu Ji’e Falong Yang +6 位作者 Ai Ran Yang Su Taichun Gao Lanmuyi Gou Shenglin Li Zihan Xia Keha-mo Abi 《Journal of Integrative Agriculture》 2025年第8期3291-3296,共6页
Bocapavovirus,a member of the genus Bocaparvovirus within the subfamily Parvovirinae and the family Parvoviridae,is a small,non-enveloped,single-stranded DNA virus.This pathogen poses health risks to both humans and a... Bocapavovirus,a member of the genus Bocaparvovirus within the subfamily Parvovirinae and the family Parvoviridae,is a small,non-enveloped,single-stranded DNA virus.This pathogen poses health risks to both humans and animals.The Bocaparvovirus genome. 展开更多
关键词 SMALL PARVOVIRIDAE phylogenetic analysis epidemiological implications non enveloped novel bocaparvovirus parvovirinae genetic features
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Isolation and phylogenetic analysis of swinepox virus from pigs in China
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作者 Nan Cao Yamei Li +1 位作者 Xiangmin Li Ping Qian 《Virologica Sinica》 2025年第4期676-679,共4页
Dear Editor,Swinepox virus(SWPV)belongs to the family Poxviridae,subfamily Chordopoxvirinae,and genus Varicellovirus(Lefkowitz et al.,2018).It exhibits the typical brick-shaped morphology and envelope structure charac... Dear Editor,Swinepox virus(SWPV)belongs to the family Poxviridae,subfamily Chordopoxvirinae,and genus Varicellovirus(Lefkowitz et al.,2018).It exhibits the typical brick-shaped morphology and envelope structure characteristic of poxviruses.Its genome is a 146 kbp linear double-stranded DNA encoding approximately 150 genes(Moorkamp et al.,2008;Schwarz et al.,2024).SWPV is highly host-specific,infecting only domestic pigs and wild boars.Transmission occurs through direct contact with infectious scabs,congenital transmission,or mechanical transmission by arthropods such as pig lice and house flies.The disease is more likely to occur in pig farms with poor sanitation conditions(Borst et al.,1990;Jindal,2015;Kaiser et al.,2021;Kumar et al.,2023;Riyesh et al.,2016). 展开更多
关键词 POXVIRIDAE PIGS swinepox virus chordopoxvirinae varicellovirus phylogenetic analysis direct contact infectious scabscongenital China
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Avian phylogenetic and functional diversity and their influencing factors in urban parks of Nanjing,China
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作者 Qihuan He Xu Jiang +5 位作者 Yinuo Feng Jie Shao Xingchang Yang Xueru Yang Xinwei Tan Yanping Wang 《Avian Research》 2025年第4期600-609,共10页
The acceleration of global urbanization has caused habitat loss,fragmentation,and decrease of habitat quality,often leading to a decline in biodiversity.However,most previous urbanization studies focused on taxonomic ... The acceleration of global urbanization has caused habitat loss,fragmentation,and decrease of habitat quality,often leading to a decline in biodiversity.However,most previous urbanization studies focused on taxonomic diversity,with relatively less research on functional and phylogenetic diversity.In this study,we examined the phylogenetic and functional diversity and underlying influencing factors of bird communities in 37 urban parks in Nanjing,China.We conducted a systematic survey of bird communities in Nanjing urban parks and selected six park characteristics that are generally considered to affect bird diversity.Model selection based on corrected Akaike Information Criterion(AICc)and model averaging showed that park area,habitat diversity and building index(a proxy for the degree of urbanization)were significant factors affecting avian phylogenetic and functional diversity in Nanjing urban parks.Specifically,habitat diversity and park area were positively correlated with bird diversity,while the building index was negatively correlated with bird diversity.Moreover,the phylogenetic and functional structures of urban bird communities exhibited a clustered pattern,indicating that environmental filtering might play a role in shaping community composition.In addition,building index had certain impact on the construction of bird phylogenetic communities in urban parks.Our results suggest that expanding park areas,increasing habitat diversity and reducing building indexes may be effective measures to increase the avian phylogenetic and functional diversity in our system. 展开更多
关键词 BIRDS Community construction Functional diversity phylogenetic diversity URBANIZATION Urban parks
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Corrigendum to"Topographic complexity drives trait composition as well as functional and phylogenetic diversity of understory plant communities in microrefugia:New insights for conservation"[Forest Ecosyst.12(2025)100278]
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作者 Kata Frei Anna E-Vojtkó +6 位作者 Csaba Tölgyesi András Vojtkó Tünde Farkas LászlóErdős Gábor Li Ádám Lőrincz Zoltán Bátori 《Forest Ecosystems》 2025年第3期536-538,共3页
The authors regret that an error occurred during the preparation of their article:One of the official databases,which was used for functional trait collections,contained an incorrect term–'chametophytes'–for... The authors regret that an error occurred during the preparation of their article:One of the official databases,which was used for functional trait collections,contained an incorrect term–'chametophytes'–for the life form category'chamaephytes'.Unfortunately,this incorrect term was used throughout the article following the nomenclature of this official database:in one instance in the main text,in Fig.3 and its caption,in Fig.5,and in two instances in the supplementary material. 展开更多
关键词 functional diversity functional trait collectionscontained understory plant communities supplementary material phylogenetic diversity CORRIGENDUM topographic complexity official database
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Mitochondrial Genomic Characterization and Phylogenetic Analysis of Wild Rapeseed Rorippa indica
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作者 Wentao Sheng 《Phyton-International Journal of Experimental Botany》 2025年第7期2015-2031,共17页
Rorippa indica is a wild oilseed crop of Brassicaceae with good environmental adaptability and strong stress resistance.This plant has become an important wild relative species for rapeseed(Brassica napus L.)and is us... Rorippa indica is a wild oilseed crop of Brassicaceae with good environmental adaptability and strong stress resistance.This plant has become an important wild relative species for rapeseed(Brassica napus L.)and is used to improve its agronomic traits,with important development and utilization value.However,the research of R.indica genetics is still lacking.And no mitochondrial genome(mitogenome)in the genus Rorippa has been expounded.To analyze the structural characteristics of the R.indica mitogenome,second-generation and third-generation sequencing techniques were made to assemble its mitogenome.The results showed that its mitogenome is composed of a single master circle DNA molecule,with 59 genes(33 protein-coding,23 tRNA,and 3 ribosomal RNA genes)annotated.The length of the circular genome is 219,775 bp,with aGCcontent of 45.24%.Themitochondrial genome contains 55 SSRs,17 tandem repeats,and 252 scattered repeat sequences,with scattered repeat sequences accounting for 77.78%.The top two codons with the highest expression levels are TTT and AUU.Moreover,377 RNA editing sites were forecasted in the R.indica mitogenome.And 22 collinear gene fragments were discriminated in the R.indica chloroplast andmitogenomes,with a total 13,153 bp length,accounting for 4.08%of the mitogenome sequence.The longest gene migration fragment is 2186 bp,and the shortest fragment is 42 bp.Furthermore,12 genes undergo complete migration between the two genomes,and 10 genes undergo partial migration.Systematic evolutionary analysis shows that R.indica and Brassica napus are grouped,indicating a close genetic relationship between the two.Herein,the R.indica mitogenome was sequenced and annotated,and it was compared with other Brassicaceae mitogenomes.A genomic data foundation was supplied for elucidating the R.indica origin and evolution. 展开更多
关键词 Rorippa indica comparative analysis MITOGENOME repeat sequence phylogenetic analysis
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Evaluating the relative importance of phylogeny and predictors in phylogenetic generalized linear models using the phylolm.hp R package
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作者 Jiangshan Lai Yan He +3 位作者 Mi Hou Aiying Zhang Gang Wang Lingfeng Mao 《Plant Diversity》 2025年第5期709-717,共9页
Comparative analyses in ecology and evolution often face the challenge of controlling for the effects of shared ancestry(phylogeny)from those of ecological or trait-based predictors on species traits.Phylogenetic Gene... Comparative analyses in ecology and evolution often face the challenge of controlling for the effects of shared ancestry(phylogeny)from those of ecological or trait-based predictors on species traits.Phylogenetic Generalized Linear Models(PGLMs)address this issue by integrating phylogenetic relationships into statistical models.However,accurately partitioning explained variance among correlated predictors remains challenging.The phylolm.hp R package tackles this problem by extending the concept of“average shared variance”to PGLMs,enabling nuanced quantificationof the relative importance of phylogeny and other predictors.The package calculates individual likelihood-based R^(2) contributions of phylogeny and each predictor,accounting for both unique and shared explained variance.This approach overcomes limitations of traditional partial R^(2) methods,which often fail to sum the total R^(2) due to multicollinearity.We demonstrate the functionality of phylolm.hp through two case studies:one involving continuous trait data(maximum tree height in Californian species)and another focusing on binary trait data(species invasiveness in North American forests).The phylolm.hp package offers researchers a powerful tool to disentangle the contributions of phylogenetic and ecological predictors in comparative analyses. 展开更多
关键词 Average shared variance Comparative analysis Hierarchical portioning phylogenetic signal Variation partitioning
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Assembly and phylogenetic analysis of the complete mitochondrial genome of a widely planted hybrid eucalypt(Eucalyptus urophylla×E.grandis)
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作者 Chenhe Li Jing Wang +2 位作者 Chunjie Fan Xiangyang Kang Jun Yang 《Journal of Forestry Research》 2025年第5期260-275,共16页
Eucalyptus urophylla×E.grandis is a major hybrid species of timber plantations.However,our under-standing of Eucalyptus mitochondrial genome,especially within the Myrtaceae family,is limited.In this study,we empl... Eucalyptus urophylla×E.grandis is a major hybrid species of timber plantations.However,our under-standing of Eucalyptus mitochondrial genome,especially within the Myrtaceae family,is limited.In this study,we employed hybrid sequencing combining the Illumina and Oxford Nanopore sequencing to assemble and annotate the mitogenome(mtDNA)of E.urophylla×E.grandis.Our results reveal a structure characterized by one circular mol-ecule,with a cumulative length of 483,907 base pairs(bp)and a GC content of 44.96%.The circular molecule collec-tively harbored 59 annotated genes.Among these,38 were unique protein-coding genes(PCGs),accompanied by 18 transfer RNA(tRNA)genes and 3 ribosomal RNA(rRNA)genes.Our study also examined repetitive sequences,RNA editing sites,and intracellular sequence transfers within the mtDNA.Furthermore,we conducted a phylogenetic analy-sis between E.urophylla×E.grandis and 30 closely related species based on genetic affinities.The outcomes furnish a high-quality organelle genome for E.urophylla×E.grandis,thereby explaining basic insights into organelle genome evo-lution and phylogenetic relationships. 展开更多
关键词 Eucalyptus urophylla×E.grandis MYRTACEAE Mitochondrial genome Repetitive sequences RNA editing phylogenetic relationship
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Epidemiological,phylogenetic,and pathogenicity analysis of H4 subtype avian influenza viruses in China,2011-2022
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作者 Qiuyan Mao Junfeng Zhu +9 位作者 Shuo Liu Cheng Peng Tiantian Wu Jie Tian Xiaoqi Li Jizhe Yang Jinping Li Guangyu Hou Wenming Jiang Hualei Liu 《Virologica Sinica》 2025年第5期722-734,共13页
The H4 subtype of avian influenza virus(AIV)is prevalent worldwide,but only receives little attention due to its low pathogenicity in poultry.Consequently,it remains largely unclear whether H4 AIVs pose a potential th... The H4 subtype of avian influenza virus(AIV)is prevalent worldwide,but only receives little attention due to its low pathogenicity in poultry.Consequently,it remains largely unclear whether H4 AIVs pose a potential threat to the poultry industry and public health.During the period from 2011 to 2022,we conducted an active surveillance programm.A total of 154,762 swab samples were collected across various provinces,and 427 H4 viruses were detected,resulting in a positivity rate of 0.28%.All H4 viruses were isolated from poultry,primarily from ducks in live poultry markets.We further investigated the genetic evolutionary characteristics and pathogenicity of 20 H4Nx viruses isolated in our program.Phylogenetic analysis revealed that the 20 H4Nx viruses belonged to the Eurasian lineage and exhibited significant genetic diversity,with 19 distinct genotypes identified.Molecular characterization indicated that these viruses were low-pathogenicity AIVs with limited binding affinity to human receptors,yet they contained mutations associated with enhanced viral replication and pathogenicity in mammals.Pathogenicity tests conducted in ducks demonstrated that H4 viruses were weakly pathogenic,exhibiting limited replication and transmission capabilities.However,some viruses were able to replicate effectively in mice and induce weight loss.For instance,DK/AH/AG61/11(H4N6)can replicate efficiently in MDCK cells,indicating a potential threat to mammals.These findings underscore the importance of ongoing surveillance of H4 AIVs to better understand their evolution and transmission dynamics and to prevent potential public health risks. 展开更多
关键词 H4 avian influenza viruses(H4 AIVs) Epidemiology phylogenetic PATHOGENICITY Ducks Mice
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Decoding the Complete Mitogenome of Odorrana nasuta(Anura:Ranidae):Phylogenetic Insights and Mitogenome Rearrangement Revealed via a Novel Genome Capture Method
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作者 Ganggang YANG Chong CUI +5 位作者 Qiuya WANG Jiaoying HE Baiyun XUE Zhengfei WANG Xiaohong CHEN Zhuo CHEN 《Asian Herpetological Research》 2025年第3期281-303,共23页
Mitogenomes have been widely used in phylogenetic and taxonomic research,due to their maternal inheritance,accelerated evolutionary rates,compact circular structure,and the absence of introns.Although their utility is... Mitogenomes have been widely used in phylogenetic and taxonomic research,due to their maternal inheritance,accelerated evolutionary rates,compact circular structure,and the absence of introns.Although their utility is well-established,efficient mitogenome sequencing still poses a challenge for evolutionary studies.Here,we presented a novel hybridization capture protocol that enables high-fidelity sequencing of the complete mitogenome(16535 bp)of Odorrana nasuta.This genome exhibits typical anuran characteristics,including an A+T nucleotide bias(56.37%)and conserved gene composition.Notably,we identified a lineage-specific trnH transposition event that reorganizes the typical gene order into a unique trnH-trnL1-trnT-trnP-trnF cluster,which may be a potential synapomorphic trait for the genus Odorrana.Phylogenetic reconstruction using 13 protein-coding genes from 59 anuran species strongly supported the monophyly of Ranidae and its constituent genera(Odorrana,Rana,Lithobates,Amolops,Pelophylax,Glandirana),yet reveals the incongruence in the placement of Hylarana.The conflicting topologies observed for Hylarana and Glandirana across different studies highlight critical methodological limitations,including taxonomic sampling biases and data type dependency,which collectively compromise phylogenetic resolution.By integrating mitogenomic structure signatures with sequence-based phylogenies,this work advances our understanding of the systematics within Odorrana and highlights the need of multi-locus genomic datasets for resolving deep phylogenetic conflicts within Ranidae. 展开更多
关键词 MITOGENOME Odorrana nasuta phylogenetic relationship REARRANGEMENT
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