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Aberration correction for multiphoton microscopy using covariance matrix adaptation evolution strategy 被引量:2
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作者 王科 郑磊 +8 位作者 秦梦圆 张万剑 邓想全 仝申 程慧 黄杰 钟金成 张颖娴 邱娉 《Chinese Optics Letters》 SCIE EI CAS CSCD 2023年第5期88-93,共6页
Multiphoton microscopy is the enabling tool for biomedical research,but the aberrations of biological tissues have limited its imaging performance.Adaptive optics(AO)has been developed to partially overcome aberration... Multiphoton microscopy is the enabling tool for biomedical research,but the aberrations of biological tissues have limited its imaging performance.Adaptive optics(AO)has been developed to partially overcome aberration to restore imaging performance.For indirect AO,algorithm is the key to its successful implementation.Here,based on the fact that indirect AO has an analogy to the black-box optimization problem,we successfully apply the covariance matrix adaptation evolution strategy(CMA-ES)used in the latter,to indirect AO in multiphoton microscopy(MPM).Compared with the traditional genetic algorithm(GA),our algorithm has a greater improvement in convergence speed and convergence accuracy,which provides the possibility of realizing real-time dynamic aberration correction for deep in vivo biological tissues. 展开更多
关键词 multiphoton microscopy 1700-nm window adaptive optics covariance matrix adaptation evolution strategy
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Identification of genes under positive selection reveals evolutionary adaptation of Ulva mutabilis
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作者 Jian Zhang Xiaowen Zhang +7 位作者 Wentao Han Xiao Fan Yitao Wang Dong Xu Yan Zhang Jian Ma Chengwei Liang Naihao Ye 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2020年第10期35-41,共7页
Ulvophytes are attractive model systems for understanding the evolution of growth,development,and environmental stress responses.They are untapped resources for food,fuel,and high-value compounds.The rapid and abundan... Ulvophytes are attractive model systems for understanding the evolution of growth,development,and environmental stress responses.They are untapped resources for food,fuel,and high-value compounds.The rapid and abundant growth of Ulva species makes them key contributors to coastal biogeochemical cycles,which can cause significant environmental problems in the form of green tides and biofouling.Until now,the Ulva mutabilis genome is the only Ulva genome to have been sequenced.To obtain further insights into the evolutionary forces driving divergence in Ulva species,we analyzed 3905 single copy ortholog family from U.mutabilis,Chlamydomonas reinhardtii and Volvox carteri to identify genes under positive selection(GUPS)in U.mutabilis.We detected 63 orthologs in U.mutabilis that were considered to be under positive selection.Functional analyses revealed that several adaptive modifications in photosynthesis,amino acid and protein synthesis,signal transduction and stress-related processes might explain why this alga has evolved the ability to grow very rapidly and cope with the variable coastal ecosystem environments. 展开更多
关键词 green algae Ulva mutabilis positive selection adaptive evolution
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Single-nucleotide polymorphisms and copy number variations drive adaptive evolution to freezing stress in a subtropical evergreen broadleaved tree:Hexaploid wild Camellia oleifera 被引量:1
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作者 Haoxing Xie Kaifeng Xing +3 位作者 Jun Zhou Yao Zhao Jian Zhang Jun Rong 《Plant Diversity》 2025年第2期214-228,共15页
Subtropical evergreen broad-leaved trees are usually vulnerable to freezing stress,while hexaploid wild Camellia oleifera shows strong freezing tolerance.As a valuable genetic resource of woody oil crop C.oleifera,wil... Subtropical evergreen broad-leaved trees are usually vulnerable to freezing stress,while hexaploid wild Camellia oleifera shows strong freezing tolerance.As a valuable genetic resource of woody oil crop C.oleifera,wild C.oleifera can serve as a case for studying the molecular bases of adaptive evolution to freezing stress.Here,47 wild C.oleifera from 11 natural distribution sites in China and 4 relative species of C.oleifera were selected for genome sequencing.“Min Temperature of Coldest Month”(BIO6)had the highest comprehensive contribution to wild C.oleifera distribution.The population genetic structure of wild C.oleifera could be divided into two groups:in cold winter(BIO6≤0℃)and warm winter(BIO6>0℃)areas.Wild C.oleifera in cold winter areas might have experienced stronger selection pressures and population bottlenecks with lower N_(e) than those in warm winter areas.155 singlenucleotide polymorphisms(SNPs)were significantly correlated with the key bioclimatic variables(106 SNPs significantly correlated with BIO6).Twenty key SNPs and 15 key copy number variation regions(CNVRs)were found with genotype differentiation>50%between the two groups of wild C.oleifera.Key SNPs in cis-regulatory elements might affect the expression of key genes associated with freezing tolerance,and they were also found within a CNVR suggesting interactions between them.Some key CNVRs in the exon regions were closely related to the differentially expressed genes under freezing stress.The findings suggest that rich SNPs and CNVRs in polyploid trees may contribute to the adaptive evolution to freezing stress. 展开更多
关键词 Adaptive evolution Camellia oleifera Copy number variations Freezing stress POLYPLOID Single-nucleotide polymorphisms
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Canalization of globins in the adaptive evolution of birds
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作者 Xiaojia Zhu Le Yang +5 位作者 Quanjian Tao Xiran Wang Ghulam Nabi Fumin Lei Xiaoping Yu Dongming Li 《Avian Research》 2025年第4期764-774,共11页
The globin superfamily,central to oxygen(O_(2))cascade dynamics,exemplifies how canalization—evolutionary stabilization of phenotypic traits—enables vertebrates to thrive in extreme environments.In birds,hemoglobins... The globin superfamily,central to oxygen(O_(2))cascade dynamics,exemplifies how canalization—evolutionary stabilization of phenotypic traits—enables vertebrates to thrive in extreme environments.In birds,hemoglobins(Hbs)serve as a paradigm of this process,with structural and functional canalization underpinning their exceptional aerobic capacity and elevational diversification.Despite significant advances of globins in our understanding of avian aerobic adaptation,a comprehensive synthesis of functional diversity,molecular evolution,and structural innovation is essential to fully elucidate their canalized roles in O_(2)homeostasis.Integrating perspectives on globin functional diversity and structural evolution,this review examines how chance(mutation/fixation biases)and contingency(historical genetic/epistatic constraints)shape Hb divergence and parallelism,thereby bridging molecular mechanisms with physiological adaptation in birds.We highlight how avian Hbs,canalized through compensatory substitutions and allosteric regulation,achieves a balance between evolutionary robustness and adaptive plasticity.However,critical gaps remain persist:the roles of understudied globins(e.g.,neuroglobin,globin E)and the mechanisms of genetic assimilation in migratory taxa.We propose an integrative framework that incorporates ecological divergence(elevation,flight endurance),phylogenetic timescales,and systems biology to unravel how canalization directs adaptive compromise.By focusing on birds within the amniotes,this synthesis advances a cohesive model for vertebrate evolution,wherein canalized globins reconcile metabolic precision with ecological innovation.Ultimately,this review refines hypotheses of O_(2)cascade evolution and calls for cross-disciplinary studies to decode the genetic and physiological architecture underlying adaptive canalization in extreme environments. 展开更多
关键词 Adaptive evolution Genetic canalization Globin superfamily HEMOGLOBINS Oxygen cascade Structural evolution
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Genetic engineering and adaptive evolution of Saccharomyces cerevisiae for robust xylose uptake and ethanol production
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作者 Omama Rehman Jingfang Chen +8 位作者 Quan Zhang Muzi Hu Cuihuan Sun Youduo Wu Huipeng Gao Muhammad Jawad Ayesha Shahid Chong Peng Chuang Xue 《Chinese Journal of Chemical Engineering》 2025年第12期124-132,共9页
Saccharomyces cerevisiae is not naturally capable of efficiently utilizing xylose as a carbon source.When cultured with lignocellulosic hydrolysates containing pretreatment-derived inhibitors,S.cerevisiae suffers from... Saccharomyces cerevisiae is not naturally capable of efficiently utilizing xylose as a carbon source.When cultured with lignocellulosic hydrolysates containing pretreatment-derived inhibitors,S.cerevisiae suffers from much lower sugar uptake,ethanol yield and fermentation efficiency.Thus,considering efficient xylose conversion into ethanol during non-detoxified hydrolysate culture,genetic engineering and adaptive evolution of S.cerevisiae might be a promising joint strategy for improving xylose uptake and ethanol production.In this study,an inhibitor-tolerant strain S.cerevisiae SPSC01-TAF94 was genetically engineered by overexpressing both xylose transport-and metabolism-related genes(N360F,Ru-xyl A,TAL1,TKL1,RKI1 and RPE1),yielding the xylose-utilizing strain TAF94-X,followed by three-stage adaptation in non-detoxified corn stover hydrolysate containing 5 g·L^(-1)acetic acid,0.32 g·L^(-1)furfural,0.17 g·L(-1)HMF and 0.19 g·L^(-1)vanillin as the major inhibitors as well as 20,40 and 60 g·L^(-1)xylose adjusted as the major carbon source,respectively.Finally,an active xylose-utilizing and ethanolproducing strain TAF94-X60 was obtained,which achieved 44.9 g·L^(-1)ethanol with yield of0.41 g·g^(-1),productivity of 0.62 g·L^(-1)·h^(-1)and xylose consumption rate of 0.42 g·L^(-1)·h^(-1)during hydrolysate culture,compared to those of 36.5 g·L^(-1),0.38 g·g^(-1),0.50 g·L^(-1)·h^(-1)and 0.20 g·L^(-1)·h^(-1)obtained with the control strain TAF94-X.The proposed joint strategy effectively utilizes hydrolyzed sugars while eliminating the need for conventional detoxification or water washing processes,thus enhancing the economic feasibility of large-scale lignocellulosic ethanol production. 展开更多
关键词 Saccharomyces cerevisiae ETHANOL Genetic engineering Adaptive evolution Xylose uptake Lignocellulosic hydrolysate
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Comparative mitogenomes of Amblyopinae(Gobiiformes:Gobionellidae)and freshwater adaptation in Taenioides sp.
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作者 Li Gong Kaixin Wang +7 位作者 Tianwei Liu An Xu Nannan Zhang Wenchao Wu Liqin Liu Jing Liu Fenghui Li Zhenming Lü 《Acta Oceanologica Sinica》 2025年第5期81-92,共12页
Despite most eel gobies(Gobionellidae:Amblyopinae)have inhabited brackish or marine waters,few species(such as Taenioides sp.)have been found to invade multiple inland freshwaters via artificial water transfer project... Despite most eel gobies(Gobionellidae:Amblyopinae)have inhabited brackish or marine waters,few species(such as Taenioides sp.)have been found to invade multiple inland freshwaters via artificial water transfer projects.The habitat transfers from brackish water to freshwater zones of Taenioides sp.have caused severe damage to Chinese aquatic ecosystems in recent years.Unfortunately,the molecular mechanism underlying freshwater invasion remains poorly understood.Considering changes of environmental factors,especially salinity,are bound to adjust the demands for energy affected by mitochondria via oxidative phosphorylation,13 Amblyopinae mitogenomes were compared,including the newly assembled Taenioides sp.mitogenome in this study.Comparative mitogenomic analyses revealed a highly conserved structure,composition and arrangements,with the exception of variable control region(CR).All of the CRs possessed tandem repeat sequences except Trypauchenopsis sp.G341,differing in motifs and number of copies,which was the dominant factor resulting in length heterogeneity of CR.The phylogenetic trees reconfirmed the paraphyletic origin of Amblyopinae with respect to Oxudercinae,supporting that these two subfamilies should be merged as an expansion of phenotypic variation within the“terrestrial goby”clade.Furthermore,four protein coding genes(COI,ND3,ND5 and Cyt b)in Taenioides sp.mitogenome have experienced adaptive evolution,indicating their important roles in enhancing the efficiency of ATP production to cope with the osmotic regulation adjustment and reach its current widespread distribution in multiple inland freshwaters of China.These results revealed the functional importance of mitochondrial genes,and provided fresh insights into the molecular mechanisms underlying the freshwater invasion.Also,our results may provide critical reference value for the future control of other invasive species. 展开更多
关键词 eel goby mitochondrial genome freshwater invasion adaptive evolution phylogenetic study
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Acoustic physics-informed intelligent path planning framework for active sonar search
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作者 Siyuan Liao Wenbin Xiao +3 位作者 Yongxian Wang Zhao Sun Houwang Tu Wenfeng Liu 《Defence Technology(防务技术)》 2026年第1期354-376,共23页
In underwater target search path planning,the accuracy of sonar models directly dictates the accurate assessment of search coverage.In contrast to physics-informed sonar models,traditional geometric sonar models fail ... In underwater target search path planning,the accuracy of sonar models directly dictates the accurate assessment of search coverage.In contrast to physics-informed sonar models,traditional geometric sonar models fail to accurately characterize the complex influence of marine environments.To overcome these challenges,we propose an acoustic physics-informed intelligent path planning framework for underwater target search,integrating three core modules:The acoustic-physical modeling module adopts 3D ray-tracing theory and the active sonar equation to construct a physics-driven sonar detection model,explicitly accounting for environmental factors that influence sonar performance across heterogeneous spaces.The hybrid parallel computing module adopts a message passing interface(MPI)/open multi-processing(Open MP)hybrid strategy for large-scale acoustic simulations,combining computational domain decomposition and physics-intensive task acceleration.The search path optimization module adopts the covariance matrix adaptation evolution algorithm to solve continuous optimization problems of heading angles,which ensures maximum search coverage for targets.Largescale experiments conducted in the Pacific and Atlantic Oceans demonstrate the framework's effectiveness:(1)Precise capture of sonar detection range variations from 5.45 km to 50 km in heterogeneous marine environments.(2)Significant speedup of 453.43×for acoustic physics modeling through hybrid parallelization.(3)Notable improvements of 7.23%in detection coverage and 15.86%reduction in optimization time compared to the optimal baseline method.The framework provides a robust solution for underwater search missions in complex marine environments. 展开更多
关键词 Underwater target search Acoustic-physical modeling Hybrid parallel computing Covariance matrix adaptation evolution
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Unveiling the roles of interspecific competition and local adaptation in phenotypic differentiation of parapatric frogs 被引量:2
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作者 Yan HUANG Xiaoyi Wang +2 位作者 Xin Yang Jianping Jiang Junhua Hua 《Current Zoology》 SCIE CAS CSCD 2020年第4期383-392,共10页
Understanding how ecological processes affect phenotypic evolution has been and continues to be an important goal of ecology and evolutionary biology. Interspecific competition for resources can be a selective force d... Understanding how ecological processes affect phenotypic evolution has been and continues to be an important goal of ecology and evolutionary biology. Interspecific competition for resources can be a selective force driving phenotypic differentiation that reduces competition among sympatric species (character divergence), enabling closely-related species to coexist. However, although patterns of character divergence are well documented in both empirical and theoretical researches, how local adaptation to abiotic environment affects trait evolution in the face of interspecific competition is less known. Here, we investigate how patterns in morphological traits of 2 parapatric frog species, Feirana quadranus and F. taihangnica, vary among allopatric and sympatric regions using range-wide data derived from extensive field surveys. Feirana quadranus was overall larger than F. taihangnica in body size (i.e., snout-vent length [SVL]), and the difference between SVL of both species in sympatry was larger than that in allopatry. From allopatry to sympatry, the 2 species diverged in foot and hand traits, but converged in eye size and interorbital span, even when we controlled for the effects of geographic gradients. Sympatric divergence in SVL, hand and foot traits is likely acting as a case of evolutionary shift caused by interspecific competition. In contrast, sympatric convergence of eye-related traits may derive at least partly from adaptation to local environments. These results imply the relative roles of interspecific competition and local adaptation in shaping phenotypic diversification. Our findings illustrate how traits evolve in parapatric species pair due to sympatric divergent and convergent evolution. It thus provides insights into understanding underlying evolutionary processes of parapatric species, that is, competition and local adaptation. 展开更多
关键词 adaptive evolution character convergence character displacement Feirana functional traits resource competition
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Evolutionary implications of Avian Infectious Bronchitis Virus(AIBV)analysis 被引量:2
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作者 Peng Shi LI YU +3 位作者 Yun-xin Fu Jing-Fei Huang Ke-Qin Zhang Ya-ping Zhang 《Cell Research》 SCIE CAS CSCD 2006年第3期323-327,共5页
For developing efficient vaccines, it is essential to identify which amino acid changes are most important to the survival of the virus. We investigate the amino acid substitution features in the Avian Infectious Bron... For developing efficient vaccines, it is essential to identify which amino acid changes are most important to the survival of the virus. We investigate the amino acid substitution features in the Avian Infectious Bronchitis Virus (AIBV) antigenic domain of a vaccine serotype (DE072) and a virulent viral strain (GA98) to better understand adaptive evolution of AIBV. In addition, the SARS Coronavirus (SARS-CoV) was also analyzed in the same way. It is interesting to find that extreme comparability exists between AIBV and SARS in amino acid substitution pattern. It suggests that amino acid changes that result in overall shift of residue charge and polarity should be paid special attention to during the development of vaccines. 展开更多
关键词 Avian Infectious Bronchitis Virus SARS Coronavirus positive selection adaptive evolution vaccine development
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Genomes of 12 fig wasps provide insights into the adaptation of pollinators to fig syconia 被引量:1
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作者 Jinhua Xiao Xianqin Wei +19 位作者 Yi Zhou Zhaozhe Xin Yunheng Miao Hongxia Hou Jiaxing Li Dan Zhao Jing Liu Rui Chen Liming Niu Guangchang Ma Wenquan Zhen Shunmin He Jianxia Wang Xunfan Wei Weihao Dou Zhuoxiao Sui Haikuan Zhang Shilai Xing Miao Shi Dawei Huang 《Journal of Genetics and Genomics》 SCIE CAS CSCD 2021年第3期225-236,共12页
Figs and fig pollinators are one of the few classic textbook examples of obligate pollination mutualism.The specific dependence of fig pollinators on the relatively safe living environment with sufficient food sources... Figs and fig pollinators are one of the few classic textbook examples of obligate pollination mutualism.The specific dependence of fig pollinators on the relatively safe living environment with sufficient food sources in the enclosed fig syconia implies that they are vulnerable to habitat changes.However,there is still no extensive genomic evidence to reveal the evolutionary footprint of this long-term mutually beneficial symbiosis in fig pollinators.In fig syconia,there are also non-pollinator species.The non-pollinator species differ in their evolutionary and life histories from pollinators.We conducted comparative analyses on 11 newly sequenced fig wasp genomes and one previously published genome.The pollinators colonized the figs approximately 66.9 million years ago,consistent with the origin of host figs.Compared with nonpollinators,many more genes in pollinators were subject to relaxed selection.Seven genes were absent in pollinators in response to environmental stress and immune activation.Pollinators had more streamlined gene repertoires in the innate immune system,chemosensory toolbox,and detoxification system.Our results provide genomic evidence for the differentiation between pollinators and nonpollinators.The data suggest that owing to the long-term adaptation to the fig,some genes related to functions no longer required are absent in pollinators. 展开更多
关键词 PHYLOGENETICS Natural selection IMMUNITY CHEMOSENSORY Adaptive evolution
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Genomics and morphometrics reveal the adaptive evolution of pikas 被引量:1
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作者 Rui-Xiang Tang Jiao Wang +13 位作者 Yi-Fei Li Cheng-Ran Zhou Guan-Liang Meng Feng-Jun Li Yue Lan Megan Price Lars Podsiadlowski Yan Yu Xu-Ming Wang Yin-Xun Liu Bi-Song Yue Shan-Lin Liu Zhen-Xin Fan Shao-Ying Liu 《Zoological Research》 SCIE CAS CSCD 2022年第5期813-826,共14页
Pikas(Lagomorpha:Ochotonidae)are small mouselike lagomorphs.To investigate their adaptation to different ecological environments during their dispersal from the Qinghai-Xizang(Tibet)Plateau(QTP),we collected 226 pikas... Pikas(Lagomorpha:Ochotonidae)are small mouselike lagomorphs.To investigate their adaptation to different ecological environments during their dispersal from the Qinghai-Xizang(Tibet)Plateau(QTP),we collected 226 pikas and measured 20 morphological characteristics and recorded habitat information.We also sequenced the genome of 81specimens,representing 27 putative pika species.The genome-wide tree based on 4?090 coding genes identified five subgenera,i.e.,Alienauroa,Conothoa,Lagotona,Ochotona,and Pika,consistent with morphometric data.Morphologically,Alienauroa and Ochotona had similar traits,including smaller size and earlier divergence time compared to other pikas.Consistently,the habitats of Alienauroa and Ochotona differed from those of the remaining subgenera.Phylogenetic signal analysis detected 83 genes significantly related to morphological characteristics,including several visual and hearingrelated genes.Analysis of shared amino acid substitutions and positively selected genes(PSGs)in Alienauroa and Ochotona identified two genes,i.e.,mitochondrial function-related TSFM(p.Q155E)and low-light visual sensitivity-related PROM1(p.H419Y).Functional experiments demonstrated that TSFM-155E significantly enhanced mitochondrial function compared to TSFM-155Q in other pikas,and PROM1-419Y decreased the modeling of dynamic intracellular chloride efflux upon calcium uptake.Alienauroa and Ochotona individuals mostly inhabit different environments(e.g.,subtropical forests)than other pikas,suggesting that a shift from the larger ancestral type and changes in sensory acuity and energy enhancement may have been required in their new environments.This study increases our understanding of the evolutionary history of pikas. 展开更多
关键词 Pikas GENOMICS MORPHOMETRICS Adaptive evolution Sensory and energy functions
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Acetic acid-and furfural-based adaptive evolution of Saccharomyces cerevisiae strains for improving stress tolerance and lignocellulosic ethanol production 被引量:1
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作者 Omama Rehman Youduo Wu +7 位作者 Quan Zhang Jin Guo Cuihuan Sun Huipeng Gao Yaqing Xu Rui Xu Ayesha Shahid Chuang Xue 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2024年第8期26-33,共8页
Acetic acid and furfural are known as prevalent inhibitors deriving from pretreatment during lignocellulosic ethanol production.They negatively impact cell growth,glucose uptake and ethanol biosynthesis of Saccharomyc... Acetic acid and furfural are known as prevalent inhibitors deriving from pretreatment during lignocellulosic ethanol production.They negatively impact cell growth,glucose uptake and ethanol biosynthesis of Saccharomyces cerevisiae strains.Development of industrial S.cerevisiae strains with high tolerance towards these inhibitors is thus critical for efficient lignocellulosic ethanol production.In this study,the acetic acid or furfural tolerance of different S.cerevisiae strains could be significantly enhanced after adaptive evolution via serial cultivation for 40 generations under stress conditions.The acetic acid-based adaptive strain SPSC01-TA9 produced 30.5 g·L^(-1)ethanol with a yield of 0.46 g·g^(-1)in the presence of 9 g·L^(-1)acetic acid,while the acetic acid/furfural-based adaptive strain SPSC01-TAF94 produced more ethanol of 36.2 g·L^(-1)with increased yield up to 0.49 g·g^(-1)in the presence of both 9 g·L^(-1)acetic acid and 4 g·L^(-1)furfural.Significant improvements were also observed during non-detoxified corn stover hydrolysate culture by SPSC01-TAF94,which achieved ethanol production and yield of 29.1 g·L^(-1)and 0.49 g·g^(-1),respectively,the growth and fermentation efficiency of acetic acid/furfural-based adaptive strain in hydrolysate was 95%higher than those of wildtype strains,indicating the acetic acid-and furfural-based adaptive evolution strategy could be an effective approach for improving lignocellulosic ethanol production.The adapted strains developed in this study with enhanced tolerance against acetic acid and furfural could be potentially contribute to economically feasible and sustainable lignocellulosic biorefinery. 展开更多
关键词 Saccharomyces cerevisiae Lignocellulosic ethanol production Adaptive evolution Acetic acid FURFURAL
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Genomic Mutations Within the Host Microbiome: Adaptive Evolution or Purifying Selection 被引量:1
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作者 Jiachao Zhang Rob Knight 《Engineering》 SCIE EI CAS CSCD 2023年第1期96-102,共7页
Next-generation sequencing technology has transformed our ability to assess the taxonomic composition functions of host-associated microbiota and microbiomes. More human microbiome research projects—particularly thos... Next-generation sequencing technology has transformed our ability to assess the taxonomic composition functions of host-associated microbiota and microbiomes. More human microbiome research projects—particularly those that explore genomic mutations within the microbiome—will be launched in the next decade. This review focuses on the coevolution of microbes within a microbiome, which shapes strain-level diversity both within and between host species. We also explore the correlation between microbial genomic mutations and common metabolic diseases, and the adaptive evolution of pathogens and probiotics during invasion and colonization. Finally, we discuss advances in methods and algorithms for annotating and analyzing microbial genomic mutations. 展开更多
关键词 Gut microbiota Genomic mutations Adaptive evolution Purifying selection Single-nucleoti de variants
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