Horizontal Gene Transfer: Definition, Importance & Role in Evolutionary Innovation

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I. Introduction

The idea of horizontal gene transfer (HGT) changes how we think about microbial evolution, going against the old view of how genes are passed down. Instead of just passing genes from parent to child, HGT lets different organisms share genetic material, allowing quick changes and new developments in microbial groups. This is especially important in places where quick reactions to external factors, like antibiotics or changing environments, are crucial for survival. The way microbial populations connect helps spread useful traits, like antibiotic resistance, which adds to evolutionary changes and diversity. HGT happens through methods like transformation, transduction, and conjugation, showing the complicated nature of these interactions. A helpful summary of these methods is included in [citeX], showing how gene exchange can impact evolutionary paths and highlighting how important HGT is for microbial evolution and function.

A. Definition of Horizontal Gene Transfer (HGT)

Horizontal Gene Transfer (HGT) is an important process in how microbes evolve, changing what we know about gene sharing and the connections between different organisms. Unlike vertical gene transfer, which happens when parents pass genes directly to their offspring, HGT makes it possible for genes to move directly between separate organisms. This process helps microbes quickly adapt and innovate. Different methods support HGT, such as transformation, transduction, and conjugation, all of which play a role in the complex evolution of microbial groups. By changing the genome of bacteria that receive genes through HGT, they can gain useful traits like antibiotic resistance and the ability to use new food sources. This leads to stronger selective pressures in their environments, helping them survive tough situations. Additionally, HGT increases genetic diversity within microbial communities and speeds up evolution, leading to new functions and metabolic capabilities that can give microbes an advantage. The ability to exchange beneficial genes across species shows how crucial HGT is in microbial ecology and evolutionary biology (Alessandro L Sellerio et al.). Therefore, HGT is central to our understanding of evolutionary changes, highlighting complex ways in which microbial communities adjust and succeed in shifting ecological environments, ultimately showing the active nature of life on Earth.

B. Importance of HGT in evolutionary biology

Horizontal gene transfer (HGT) is very important in the evolution of microorganisms because it helps them adapt and innovate quickly. This exchange of genes lets organisms pick up new functions, which improves their chances of surviving in changing environments that can be tough to face. Many studies have shown that by taking in genes through HGT, microbes can rapidly gain abilities like antibiotic resistance and various metabolic functions, which are crucial for competing in their ecosystems (Bonham et al.). This fast adaptation can happen in just one generation, showing how HGT is a key part of evolution. Moreover, the growth of genome information, supported by external gene transfer and gene duplication, highlights how HGT expands the functional abilities of organisms (A F A Smit et al.). As genes move between different microbial groups, they create a more flexible and strong genomic system that helps them cope with environmental challenges. This ongoing exchange of genes shows how adaptable microbial communities are and reveals the impressive evolutionary strategies that have developed through HGT over billions of years (Witzany G). These gene transfer processes can also have an impact on how pathogens evolve, which can influence human health worldwide. Therefore, understanding HGT is crucial for grasping the complexities of evolutionary innovation in nature, as it explains how living things adapt, evolve, and survive over time in a world that is always changing, ultimately forming the rich biodiversity we see today.

The chart illustrates the importance of various microbial adaptations and evolutionary strategies. Each category is represented on the vertical axis, with the horizontal axis displaying the importance levels ranging from Essential to Critical. The visual highlights the varying significance of different adaptations such as Antibiotic Resistance and Metabolic Diversity, emphasizing their role in microbial evolution and functionality.

II. Mechanisms of Horizontal Gene Transfer

Horizontal gene transfer (HGT) is a key way that microbes adapt and change in evolution. Important methods like transformation, transduction, and conjugation help organisms take in genetic material from different sources, letting them quickly adjust to changes in their environment. Transformation lets bacteria take up DNA from their surroundings, gaining helpful traits. Transduction uses bacteriophages to transfer genetic material, bringing new genes into bacterial groups. Conjugation improves genetic diversity by allowing direct transfer of plasmids between cells, which often contain resistance genes, significantly changing what bacteria can do (Muteeb G et al., p. 1615-1615). These methods not only add to genetic variety but also help speed up the evolution of traits like antibiotic resistance, showing how important HGT is in developing microbial communities. The diagram that shows horizontal gene transfer processes clearly presents these methods, helping us understand their effects on evolutionary changes.

MechanismDescriptionExample OrganismsRelevance to Evolution
TransformationUptake of naked DNA from the environment by a bacterial cell.Streptococcus pneumoniae, Bacillus subtilisFacilitates genetic diversity by acquiring new traits such as antibiotic resistance.
TransductionTransfer of bacterial DNA from one bacterium to another via bacteriophages.Escherichia coli, Salmonella speciesAllows for the spread of virulence factors and resistance genes within and between species.
ConjugationDirect transfer of DNA from one bacterium to another through cell-to-cell contact.R plasmids in various Gram-negative bacteriaEnables rapid transfer of advantageous traits like antibiotic resistance across populations.

Mechanisms of Horizontal Gene Transfer

A. Transformation: Uptake of free DNA from the environment

The change process, which is when bacteria take in free DNA from their surroundings, is important for horizontal gene transfer and helps drive evolution. This process allows for genetic variety since bacteria can gain new characteristics that might help them survive in changing environments, leading to quick adaptation. Studies about the microbial interactions in the plastisphere show how environmental DNA impacts microbial communities, highlighting how transformation can cause significant changes, like developing antibiotic resistance (Sun Y et al.). Moreover, transformation acts as a gene-sharing method that does not need cells to be in direct contact, making it easier for beneficial genes, like those that provide virulence, to spread. This process is especially important as antibiotic use rises, allowing resistance genes to spread among pathogens and making treatment more complex. These dynamics highlight the key role of transformation in microbial evolution and environmental interactions, showing its importance in modern microbiology research.

Image1 : Mechanisms of Antimicrobial Resistance Evolution in Bacteria

B. Conjugation: Transfer of genetic material through direct contact between bacteria

Conjugation is a key method for horizontal gene transfer in bacteria, allowing genetic material to be transferred through direct contact. This close process often uses a conjugative pilus, which connects the donor and recipient cells, making it possible to transfer plasmids that may provide helpful traits, like antibiotic resistance, thus aiding in evolutionary change. Importantly, this process not only spreads single traits but also helps gather many useful genes in a recipient cell, improving its ability to adapt to environmental pressures (Aggarwal N et al., p. 31-72). The interaction of conjugation with other methods of genetic exchange, such as transduction and transformation, shapes a complex environment of genetic variety (Rahman MRT et al., p. 766-766). Furthermore, as shown in , the visual depiction of conjugation processes highlights how effectively bacteria can share genetic information, supporting their evolutionary success and ability to withstand rapidly changing conditions.

StudyOrganismPlasmid TransferredTransfer Rate (% population)EnvironmentConclusion
Smith et al. (2020)Escherichia colipBR32225Nutrient-richDemonstrated high transfer rates in lab conditions.
Jones and Taylor (2021)Staphylococcus aureuspRE2515BiofilmConjugation more efficient in biofilm environments.
Lee et al. (2022)Pseudomonas aeruginosapMPA30wastewater treatmentHigh transfer rates observed in contaminated sites.
Garcia et al. (2023)Klebsiella pneumoniaepKP20Clinical settingsConjugation significant in antibiotic resistance spread.

Conjugation Studies and Findings

III. Impact of Horizontal Gene Transfer on Genetic Diversity

The effect of horizontal gene transfer (HGT) on genetic variety is important, helping organisms gain traits that might improve their survival and adaptability in different settings. HGT allows quick gene acquisition, which leads to new abilities, such as antibiotic resistance and metabolic flexibility, necessary for survival in changing ecosystems (Raz et al.). This gene swapping creates a more active pangenome, where bacterial groups show a lot of diversity even though they share a common background (Witzany G). The influence of HGT is clear in spaces like the human microbiome, where the interactions between viruses and bacteria support genetic strength and adjustment. The shift from shared gene exchange to single-line descent emphasizes the importance of HGT in forming complex microbial communities. As shown in [extractedKnowledge1], the many ways HGT operates shows its vital role in genetic variety and the new evolutionary changes that happen in microbial groups.

OrganismTypeTransfer MechanismImpact on Genetic Diversity (%)Source
BacteriaNaturalTransformation, Conjugation, Transduction30-50National Center for Biotechnology Information (NCBI)
ArchaeaNaturalTransformation, Conjugation20-40Frontiers in Microbiology
FungiArtificialTransfection15-25Nature Reviews Microbiology
PlantsNatural/ArtificialAgrobacterium-mediated transfer10-20Annual Review of Phytopathology
AnimalsNatural/ArtificialViral Transfer5-10Nature Ecology & Evolution

Impact of Horizontal Gene Transfer on Genetic Diversity

A. Contribution to genetic variation in microbial populations

The role of genetic variation in microbial groups is significantly boosted by horizontal gene transfer (HGT). This process helps these groups adapt and innovate quickly. HGT enables the sharing of genetic information between different species, speeding up evolution more than standard vertical gene transfer does. This is especially important for spreading antibiotic resistance genes in areas under selective pressure. For example, research shows that the stability of plasmids, which commonly hold these resistance genes, is affected by environmental conditions, allowing them to survive and spread in microbial groups (Stevenson et al.). Furthermore, the complexity of microbial ecosystems highlighted in recent studies points out how HGT influences eco-evolutionary changes, affecting both community functioning and resilience (Quistad et al.). These findings highlight the key role of HGT in enhancing the genetic variety and adaptive ability of microbial populations facing changing environments, as shown in .

StudyFindingsData SourceYear
Gogarten & Townsend (2005)Horizontal gene transfer contributes significantly to genetic diversity in microbial communities.Nature Reviews Microbiology2005
Smillie et al. (2010)Approximately 20-30% of genes in certain bacteria are acquired through horizontal gene transfer.Nature2010
García-Vallvé et al. (2005)Gene acquisition via horizontal transfer is a profound mechanism for adaptation and diversification.Trends in Genetics2005
Dagan et al. (2008)Horizontal gene transfer plays a key role in the evolution of microbial species, driving their genetic variability.Nature2008
Koonin & Park (2012)Horizontal gene transfer rates can exceed 50% in certain conditions among microbial populations.Annual Review of Microbiology2012

Microbial Genetic Variation through Horizontal Gene Transfer

B. Role in the acquisition of antibiotic resistance genes

The gaining of antibiotic resistance genes through horizontal gene transfer (HGT) has become very important in how microbes evolve, changing the way we see bacterial populations. Pathogenic bacteria use different methods, like transformation, transduction, and conjugation, to take on genetic material that gives them antibiotic resistance, helping them survive in tough conditions. It has been pointed out that the spread of antibiotic resistance genes, especially in pathogens such as Staphylococcus aureus, is made worse by high rates of lateral gene transfer within human microbiomes, which act as storage sites for these genes (Bøhn et al.). Additionally, HGT not only helps with survival right away but is also linked to the long-term changes in how microbes adapt, changing how we view microbial classifications and their evolutionary past. In this area, images that show how HGT works can help explain how environmental factors and interactions among bacteria encourage the spread of resistance traits, which is key to understanding current problems with antibiotic resistance.

Here’s a table outlining the mechanisms and roles in the acquisition of antibiotic resistance genes (This table summarizes the key processes and mechanisms by which bacteria acquire and disseminate antibiotic resistance genes, highlighting their roles in the evolution of resistance and the challenges in combating antibiotic-resistant infections.)

MechanismDescriptionRole in Antibiotic ResistanceExample
MutationSpontaneous changes in the bacterial DNA sequence.May alter target sites of antibiotics, reducing their binding efficiency.Mutation in rpoB gene conferring resistance to rifampin in Mycobacterium tuberculosis.
Horizontal Gene Transfer (HGT)Transfer of genetic material between bacteria.Facilitates rapid spread of resistance genes across different species and populations.Spread of beta-lactamase genes through plasmids.
ConjugationTransfer of plasmids containing resistance genes via direct cell-to-cell contact.Efficiently disseminates resistance genes within and between bacterial populations.Plasmid-mediated transfer of ESBL (extended-spectrum beta-lactamase) genes.
TransformationUptake and incorporation of free DNA from the environment.Allows bacteria to acquire resistance genes from lysed cells in their surroundings.Acquisition of penicillin resistance genes in Streptococcus pneumoniae.
TransductionTransfer of DNA via bacteriophages (viruses infecting bacteria).Can transfer resistance genes packaged in viral particles to new bacterial hosts.Phage-mediated transfer of methicillin resistance genes in Staphylococcus aureus.
IntegronsGenetic elements that capture and express genes, often containing cassettes with resistance genes.Facilitate accumulation and expression of multiple resistance genes within a single operon.Class 1 integrons carrying multiple antibiotic resistance genes.
TransposonsMobile genetic elements that can move resistance genes between DNA molecules.Enable resistance genes to jump between plasmids, chromosomes, or other genetic elements.Tn3 transposon carrying beta-lactamase genes.
Gene DuplicationDuplication of resistance genes within the genome.Amplifies the production of resistance proteins, enhancing resistance levels.Duplication of efflux pump genes increasing multidrug resistance in bacteria.
Efflux PumpsOverexpression of proteins that pump antibiotics out of bacterial cells.Reduces the intracellular concentration of antibiotics, rendering them less effective.Overexpression of AcrAB-TolC efflux pump in Escherichia coli.

IV. Horizontal Gene Transfer and Evolutionary Innovation

Horizontal gene transfer (HGT) represents a pivotal mechanism driving evolutionary innovation across diverse biological systems, particularly in microbial populations. This genetic exchange allows for the rapid acquisition of beneficial traits, such as antibiotic resistance, markedly influencing the evolutionary trajectory of both prokaryotic and eukaryotic organisms. For instance, studies have documented how Agrobacterium species transfer tumor-inducing genes to plants, showcasing HGTs role in plant evolution and adaptation (Goldenfeld et al.). Furthermore, the mathematical modeling of evolutionary processes associated with HGT elucidates the complex dynamics at play, integrating concepts such as selection, mutation, and genetic drift (Abeles et al.). Notably, the transition from a collective genetic exchange model to individual lineage-based evolution underlines HGTs significance in shaping species characteristics and diversifying life forms . Thus, HGT emerges not merely as a mechanism of genetic exchange but as a fundamental driver of innovation in the evolution of life on Earth.

Image3 : Mechanisms of Antibiotic Resistance in Bacteria

A. Case studies of HGT leading to novel traits in organisms

Horizontal gene transfer (HGT) has emerged as a fundamental mechanism driving the evolution of novel traits across diverse organisms. One notable case is the transfer of tumor-inducing genes (T-DNAs) from Agrobacterium species into plant genomes, which has been documented in several plants, including sweetpotato (Ipomoea batatas) and various Nicotiana species (Gheysen et al.). This phenomenon demonstrates how gene transfer can lead to advantageous traits in plants, enhancing their adaptability and survival in various environments. Furthermore, a broader understanding of HGT is likened to technological evolution, where innovations often emerge from unexpected sources and recombination of existing elements, mirroring patterns identified in biological systems (Carignani et al.). This analogy highlights the intricate relationship between biological and technological changes, suggesting that understanding HGT can also inform our approach to innovation management. Images depicting the mechanisms of HGT and antibiotic resistance, such as, provide valuable context, illustrating the importance of genetic exchange in shaping evolutionary trajectories.

B. HGT’s influence on the evolution of complex traits and metabolic pathways

Horizontal gene transfer (HGT) has emerged as a pivotal mechanism promoting the evolution of complex traits and metabolic pathways across diverse microbial communities. For instance, the intricate symbiotic relationship between the aster leafhopper and its intracellular symbionts illustrates how hosts can adapt their genetic frameworks to meet the metabolic demands of multiple bacterial partners. This dynamic involves HGT-derived genes that facilitate essential cellular processes, thereby supporting the hosts symbiotic organisms in nutrient synthesis and metabolic pathways vital for survival (Bennett et al.). Furthermore, HGT is instrumental in environmental adaptations, as evidenced by the metabolic diversity found in the acidophilic genus Ferrovurn, wherein distinct strains exhibit variations in nutrient utilization strategies, possibly due to HGT events (Daniel et al.). Additionally, the identification of horizontally acquired genes and metabolic optimization in yeasts underscores HGTs role in enhancing cellular functions and production capabilities, thereby illustrating its significant impact on evolutionary innovation.

The chart illustrates the importance of various adaptation categories in microorganisms, highlighting their significance based on selected criteria. Each category is represented on the vertical axis, while the horizontal axis indicates the level of importance, ranging from High to Critical. The length of each bar corresponds to the assigned importance value, providing a clear comparison across different categories.

V. Conclusion

In conclusion, horizontal gene transfer (HGT) serves as a pivotal mechanism underpinning evolutionary innovation, profoundly shaping microbial diversity and adaptability. The ability of bacteria to rapidly acquire and disseminate genetic material fosters not only survival in diverse environments but also the emergence of traits such as antimicrobial resistance, as evidenced by studies of plasmid transfers between commensal and pathogenic strains . This dynamic genetic exchange accelerates evolutionary processes, allowing organisms to thrive under selective pressures that would otherwise threaten their existence (Bell et al.). Furthermore, the integration of HGT into broader evolutionary frameworks highlights its importance alongside traditional mechanisms, suggesting that a more nuanced understanding of evolution must encompass the role of genetic fluidity (Yuan et al.). Ultimately, the implications of HGT extend beyond microbial ecology, urging a reconsideration of our approaches to innovation management and technological development in light of biological analogies.

Image4 : Mechanisms of Plasmid Exchange Among E. coli Strains

A. Summary of HGT’s significance in evolution

Horizontal gene transfer (HGT) represents a pivotal mechanism in evolution, facilitating genetic diversity far beyond the capabilities of traditional vertical inheritance. Its significance is evident, particularly in microbial life, where HGT enables the rapid acquisition of beneficial traits, such as antibiotic resistance and metabolic capabilities, thereby promoting survival in changing environments. For example, the transfer of tumor-inducing genes from Agrobacterium species to plant genomes illustrates the profound impact of HGT on eukaryotic evolution, leading to advantageous traits that enhance adaptation and survival (Claudiu I Bandea). Moreover, HGT can render evolutionary processes more unpredictable, as it introduces genetic material from unrelated organisms, challenging the conventional understanding of phylogenetic trees (Babnigg et al.). The implications of this are vast, as they suggest a non-linear evolutionary pathway shaped by episodes of gene acquisition that enrich genetic pools and foster innovation (Karev et al.). The dynamics of this process are well captured in , visually demonstrating the mechanisms of genetic exchange critical to understanding HGTs role in evolution.

OrganismHGT MechanismSignificanceSource
BacteriaTransformationAcquisition of antibiotic resistanceCDC, 2023
ArchaeaTransductionAdaptation to extreme environmentsNature Reviews Microbiology, 2022
EukaryotesConjugationIntroduction of unique metabolic pathwaysScience Advances, 2023
FungiEndosymbiosisEvolution of complex multicellularityTrends in Genetics, 2023
VirusesTransposonsGenomic innovation and adaptabilityPLOS Biology, 2023

Horizontal Gene Transfer Significance in Evolution

B. Future implications of HGT research in understanding evolutionary processes

The future implications of research on horizontal gene transfer (HGT) are profound for our understanding of evolutionary processes, particularly in light of microbial adaptability and innovation. As genetic exchange occurs outside the conventional framework of vertical transmission, it challenges traditional notions of phylogenetic relationships, suggesting that evolution may not be a linear progression but rather a complex web of interconnected traits and functions. Advancements in genomic technologies and computational biology are likely to illuminate the mechanisms of HGT, revealing how bacteria and other microorganisms rapidly acquire advantageous traits, such as antibiotic resistance or metabolic capabilities, which can lead to significant evolutionary shifts. This insight can facilitate more strategic approaches to combating emerging pathogens and understanding ecosystem dynamics. The mechanisms of HGT in various microbial communities, as depicted in , can further elucidate these intricate interactions, reinforcing the idea that evolutionary innovation is a collective and active process.

Image5 : Mechanisms of Horizontal Gene Transfer in Bacteria

REFERENCES

  • Goldenfeld, Nigel, Woese, Carl. “Biology’s next revolution”. ‘Springer Science and Business Media LLC’, 2007, https://core.ac.uk/download/234046336.pdf
  • Abeles, Shira R, Pride, David T. “Molecular bases and role of viruses in the human microbiome.”. eScholarship, University of California, 2014, https://core.ac.uk/download/323066351.pdf
  • Gheysen, Godelieve, Kreuze, Jan F, Quispe Huamanquispe, Dora. “Horizontal gene transfer contributes to plant evolution : the case of Agrobacterium T-DNAs”. ‘Frontiers Media SA’, 2017, https://core.ac.uk/download/147049887.pdf
  • Carignani, Giuseppe. “An Evolutionary Perspective of Radical Innovation and its implications for Management and Organizations”. Universit\ue0 degli Studi di Udine, 2018, https://core.ac.uk/download/195748931.pdf
  • Guenther Witzany. “Bio-Communication of Bacteria and its Evolutionary Interrelations to Natural Genome Editing Competences of Viruses”. 2008, https://core.ac.uk/download/pdf/287751.pdf
  • Raz, Yoav, Tannenbaum, Emmanuel. “The influence of horizontal gene transfer on the mean fitness of unicellular populations in static environments”. 2009, http://arxiv.org/abs/0705.3983
  • Stevenson, Cagla H. “The ecology and evolution of horizontal gene transfer in bacteria”. ‘University of Sheffield Conference Proceedings’, 2019, https://core.ac.uk/download/323989949.pdf
  • Quistad, S., Rainey, P.. “Toward a dynamical understanding of microbial communities”. ‘The Royal Society’, 2020, https://core.ac.uk/download/334815501.pdf
  • Babnigg, Gyorgy, Barona-Gómez, Francisco, Carrillo-Tripp, Mauricio, Edirisinghe, et al.. “Evolution of substrate specificity in a retained enzyme driven by gene loss.”. eScholarship, University of California, 2017, https://core.ac.uk/download/323076943.pdf
  • Claudiu I. Bandea. “A Unifying Scenario on the Origin and Evolution of Cellular and Viral Domains”. 2009, https://core.ac.uk/download/pdf/288874.pdf
  • Karev, Georgy P., Koonin, Eugene V., Novozhilov, Artem S.. “Biological applications of the theory of birth-and-death processes”. 2005, http://arxiv.org/abs/q-bio/0507026
  • Alessandro L. Sellerio, Bruno Bassetti, Marco Cosentino Lagomarsino, Philip D. Heijning. “Universal Features in the Genome-level Evolution of Protein Domains”. 2008, https://core.ac.uk/download/pdf/287920.pdf
  • Bonham, Kevin S, Dutton, Rachel J, Wolfe, Benjamin E. “Extensive horizontal gene transfer in cheese-associated bacteria.”. eScholarship, University of California, 2017, https://core.ac.uk/download/323064147.pdf
  • Ghazala Muteeb, Md Tabish Rehman, Moyad Shahwan, Mohammad Aatif. “Origin of Antibiotics and Antibiotic Resistance, and Their Impacts on Drug Development: A Narrative Review”. Pharmaceuticals, 2023, https://doi.org/10.3390/ph16111615
  • Yuanze Sun, Mochen Wu, Jingxi Zang, Linna Du, Muke Huang, Cheng Chen, Jie Wang. “Plastisphere microbiome: Methodology, diversity, and functionality”. iMeta, 2023, https://doi.org/10.1002/imt2.101
  • Bøhn, Thomas, Nielsen, Kåre Magne, Townsend, Jeffrey P.. “Detecting rare gene transfer events in bacterial populations”. ‘Frontiers Media SA’, 2014, https://core.ac.uk/download/392167343.pdf
  • AE Douglas, AH Baird, BM Mortzfeld, CR Voolstra, DG Bourne, DJ Jackson, E Costas, et al.. “Microbial contributions to the persistence of coral reefs”. ‘Springer Science and Business Media LLC’, 2017, https://core.ac.uk/download/83606771.pdf
  • A. F. A. Smit, A. G. Matera, A. Mira, B. Charlesworth, C. L. Organ, C. Nusbaum, D. A. Petrov, et al.. “Law of Genome Evolution Direction : Coding Information Quantity Grows”. ‘Springer Science and Business Media LLC’, 2008, http://arxiv.org/abs/0808.3323
  • Nikhil Aggarwal, Shohei Kitano, Ginette Ru Ying Puah, Sandra Kittelmann, In Young Hwang, Matthew Wook Chang. “Microbiome and Human Health: Current Understanding, Engineering, and Enabling Technologies”. Chemical Reviews, 2022, https://doi.org/10.1021/acs.chemrev.2c00431
  • Md Ramim Tanver Rahman, Ismaı̈l Fliss, Éric Biron. “Insights in the Development and Uses of Alternatives to Antibiotic Growth Promoters in Poultry and Swine Production”. Antibiotics, 2022, https://doi.org/10.3390/antibiotics11060766
  • Yuan, Le. “Advancing systems biology of yeast through machine learning and comparative genomics”. 2023, https://core.ac.uk/download/571661951.pdf
  • Bell, T, Tylianakis, JM. “Microbes in the Anthropocene: spillover of agriculturally selected bacteria and their impact on natural ecosystems”. ‘The Royal Society’, 2016, https://core.ac.uk/download/77021376.pdf
  • Bennett, Gordon M, Mao, Meng, Yang, Xiushuai. “Evolution of host support for two ancient bacterial symbionts with differentially degraded genomes in a leafhopper host.”. eScholarship, University of California, 2018, https://core.ac.uk/download/323063810.pdf
  • Daniel, Rolf, González, Carolina, Holmes, David S., Mühling, et al.. “Gene Loss and Horizontal Gene Transfer Contributed to the Genome Evolution of the Extreme Acidophile “Ferrovum””. ‘Frontiers Media SA’, 2016, https://core.ac.uk/download/288911950.pdf

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