Metagenomics has opened new avenues for exploring the genetic potential of uncultured microorganisms,which may serve as promising sources of enzymes and natural products for industrial applications.Identifying enzymes...Metagenomics has opened new avenues for exploring the genetic potential of uncultured microorganisms,which may serve as promising sources of enzymes and natural products for industrial applications.Identifying enzymes with improved catalytic properties from the vast amount of available metagenomic data poses a significant challenge that demands the development of novel computational and functional screening tools.The catalytic properties of all enzymes are primarily dictated by their structures,which are predominantly determined by their amino acid sequences.However,this aspect has not been fully considered in the enzyme bioprospecting processes.With the accumulating number of available enzyme sequences and the increasing demand for discovering novel biocatalysts,structural and functional modeling can be employed to identify potential enzymes with novel catalytic properties.Recent efforts to discover new polysaccharide-degrading enzymes from rumen metagenome data using homology-based searches and machine learning-based models have shown significant promise.Here,we will explore various computational approaches that can be employed to screen and shortlist metagenome-derived enzymes as potential biocatalyst candidates,in conjunction with the wet lab analytical methods traditionally used for enzyme characterization.展开更多
Domestic cattle have spread across the globe and inhabit variable and unpredictable environments.They have been exposed to a plethora of selective pressures and have adapted to a variety of local ecological and manage...Domestic cattle have spread across the globe and inhabit variable and unpredictable environments.They have been exposed to a plethora of selective pressures and have adapted to a variety of local ecological and management conditions,including UV exposure,diseases,and stall-feeding systems.These selective pressures have resulted in unique and important phenotypic and genetic differences among modern cattle breeds/populations.Ongoing efforts to sequence the genomes of local and commercial cattle breeds/populations,along with the growing availability of ancient bovid DNA data,have significantly advanced our understanding of the genomic architecture,recent evolution of complex traits,common diseases,and local adaptation in cattle.Here,we review the origin and spread of domestic cattle and illustrate the environmental adaptations of local cattle breeds/populations.展开更多
Sheep were domesticated in the Fertile Crescent and then spread globally,where they have been encountering various environmental conditions.The Tibetan sheep has adapted to high altitudes on the Qinghai-Tibet Plateau ...Sheep were domesticated in the Fertile Crescent and then spread globally,where they have been encountering various environmental conditions.The Tibetan sheep has adapted to high altitudes on the Qinghai-Tibet Plateau over the past 3000 years.To explore genomic variants associated with high-altitude adaptation in Tibetan sheep,we analyzed Illumina short-reads of 994 whole genomes representing∼60 sheep breeds/populations at varied altitudes,PacBio High fidelity(HiFi)reads of 13 breeds,and 96 transcriptomes from 12 sheep organs.Association testing between the inhabited altitudes and 34,298,967 variants was conducted to investigate the genetic architecture of altitude adaptation.Highly accurate HiFi reads were used to complement the current ovine reference assembly at the most significantly associatedβ-globin locus and to validate the presence of two haplotypes A and B among 13 sheep breeds.The haplotype A carried two homologous gene clusters:(1)HBE1,HBE2,HBB-like,and HBBC,and(2)HBE1-like,HBE2-like,HBB-like,and HBB;while the haplotype B lacked the first cluster.The high-altitude sheep showed highly frequent or nearly fixed haplotype A,while the low-altitude sheep dominated by haplotype B.We further demonstrated that sheep with haplotype A had an increased hemoglobin–O_(2)affinity compared with those carrying haplotype B.Another highly associated genomic region contained the EGLN1 gene which showed varied expression between high-altitude and low-altitude sheep.Our results provide evidence that the rapid adaptive evolution of advantageous alleles play an important role in facilitating the environmental adaptation of Tibetan sheep.展开更多
基金Funding was provided by the Agricultural Biotechnology Research Institute of Iran(ABRII),Swedish Research Council(Vetenskapsrådet grant no.:2017-05019)the BBSRC Institute Strategic Programme Gut Microbes and Health(BB/r012490/1,its constituent project BBS/e/F/000Pr10355).
文摘Metagenomics has opened new avenues for exploring the genetic potential of uncultured microorganisms,which may serve as promising sources of enzymes and natural products for industrial applications.Identifying enzymes with improved catalytic properties from the vast amount of available metagenomic data poses a significant challenge that demands the development of novel computational and functional screening tools.The catalytic properties of all enzymes are primarily dictated by their structures,which are predominantly determined by their amino acid sequences.However,this aspect has not been fully considered in the enzyme bioprospecting processes.With the accumulating number of available enzyme sequences and the increasing demand for discovering novel biocatalysts,structural and functional modeling can be employed to identify potential enzymes with novel catalytic properties.Recent efforts to discover new polysaccharide-degrading enzymes from rumen metagenome data using homology-based searches and machine learning-based models have shown significant promise.Here,we will explore various computational approaches that can be employed to screen and shortlist metagenome-derived enzymes as potential biocatalyst candidates,in conjunction with the wet lab analytical methods traditionally used for enzyme characterization.
基金supported by the earmarked fund of the CARS-37,Foreign Young Talents Program(QN2022172008L)a grant from the National Natural Science Foundation of China(31872317)to C.L.+6 种基金the fellowship of the China Postdoctoral Science Foundation(2021T140564 and 2020M683587)Shaanxi Youth Science and Technology New Star(2022KJXX-77)the Natural Science Basic Research Program of Shaanxi(2021JQ-137)the National Natural Science Foundation of China(32102523)the Fundamental Research Funds for the Central Universities and High-end Foreign Experts Recruitment Plan(G2022172032L)to N.C.the Scientific Research Fund of the Department of Education of Yunnan(2022J0830)to K.Q.the Carlsberg Foundation(CF20-0355)to M.S.S.
文摘Domestic cattle have spread across the globe and inhabit variable and unpredictable environments.They have been exposed to a plethora of selective pressures and have adapted to a variety of local ecological and management conditions,including UV exposure,diseases,and stall-feeding systems.These selective pressures have resulted in unique and important phenotypic and genetic differences among modern cattle breeds/populations.Ongoing efforts to sequence the genomes of local and commercial cattle breeds/populations,along with the growing availability of ancient bovid DNA data,have significantly advanced our understanding of the genomic architecture,recent evolution of complex traits,common diseases,and local adaptation in cattle.Here,we review the origin and spread of domestic cattle and illustrate the environmental adaptations of local cattle breeds/populations.
基金supported by the Tibetan R&D Program,China(Grant No.XZ202101ZD0001N)the China Agriculture Research System(Grant No.CARS-39)the National Natural Science Foundation of China(Grant Nos.31900313,32161143010,and 31972526).
文摘Sheep were domesticated in the Fertile Crescent and then spread globally,where they have been encountering various environmental conditions.The Tibetan sheep has adapted to high altitudes on the Qinghai-Tibet Plateau over the past 3000 years.To explore genomic variants associated with high-altitude adaptation in Tibetan sheep,we analyzed Illumina short-reads of 994 whole genomes representing∼60 sheep breeds/populations at varied altitudes,PacBio High fidelity(HiFi)reads of 13 breeds,and 96 transcriptomes from 12 sheep organs.Association testing between the inhabited altitudes and 34,298,967 variants was conducted to investigate the genetic architecture of altitude adaptation.Highly accurate HiFi reads were used to complement the current ovine reference assembly at the most significantly associatedβ-globin locus and to validate the presence of two haplotypes A and B among 13 sheep breeds.The haplotype A carried two homologous gene clusters:(1)HBE1,HBE2,HBB-like,and HBBC,and(2)HBE1-like,HBE2-like,HBB-like,and HBB;while the haplotype B lacked the first cluster.The high-altitude sheep showed highly frequent or nearly fixed haplotype A,while the low-altitude sheep dominated by haplotype B.We further demonstrated that sheep with haplotype A had an increased hemoglobin–O_(2)affinity compared with those carrying haplotype B.Another highly associated genomic region contained the EGLN1 gene which showed varied expression between high-altitude and low-altitude sheep.Our results provide evidence that the rapid adaptive evolution of advantageous alleles play an important role in facilitating the environmental adaptation of Tibetan sheep.
