Sean D. Colloms
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Sean D. Colloms has a total of 115 co-authors. Here are the top co-authors by number of shared publications:
- Susan J. Rosser
Mission Hub for Engineered Genetic Control Systems for Advanced Therapeutics, University of Edinburgh , Edinburgh EH9 3BF
8 shared publications David J. Sherratt
7 shared publications- William Marshall Stark
School of Molecular Biosciences, University of Glasgow, University Avenue, Glasgow G12 8QQ, United Kingdom
6 shared publications - Margaret C. M. Smith
Department of Biology, University of York, York YO10 5DD, UK
5 shared publications Femi J. Olorunniji
Institute of Molecular, Cell and Systems Biology, University of Glasgow, Bower Building, Glasgow, G12 8QQ, Scotland
3 shared publicationsJia Zhao
Institute of Molecular, Cell and Systems Biology, University of Glasgow, Bower Building, Glasgow G12 8QQ, Scotland
3 shared publications
Latest Publications
- Open Access
Change in topological linking number during Xer recombination at the plasmid pSC101 psi site
The XerCD recombinase functions with accessory proteins PepA, ArcA and ArgR at plasmid recombination sites such as psi and cer to ensure stable monomeric plasmid inheritance. Xer recombination acts only on directly repeated psi sites, and recombination produces a specific catenane of two product circles interlinked exactly four times. Here we measure the precise change in topological linkage (ΔLk) that occurs during Xer recombination at psi . We use a DNA substrate with close-spaced psi sites that recombines to produce one circle of 398 bp and another of 3039 bp and demonstrate that the small circle is exclusively the -1 topoisomer. Using a purified topoisomer of the substrate, we show that Xer recombination proceeds with a linkage change (ΔLk) of +4. Similar experiments using a substrate with equally spaced psi sites agreed with this result. The measured linkage change is consistent with a reaction mechanism for tyrosine recombinases in which the sites align antiparallel prior to recombination and recombine via a Holliday junction intermediate. Four negative supercoils are converted to catenation nodes by strand exchange, providing an energetic driving force for the reaction. We compare this result to the mechanisms of serine recombinases and the recently discovered bridge RNA-guided recombinases. Graphical
Open AccessChange in topological linking number during Xer recombination at the plasmid pSC101 psi site
The XerCD recombinase functions with accessory proteins PepA, ArcA and ArgR at plasmid recombination sites such as psi and cer to ensure stable monomeric plasmid inheritance. Xer recombination acts only on directly repeated psi sites, and recombination produces a specific catenane of two product circles interlinked exactly four times. Here we measure the precise change in topological linkage (ΔLk) that occurs during Xer recombination at psi . We use a DNA substrate with close-spaced psi sites that recombines to produce one circle of 398 bp and another of 3039 bp and demonstrate that the small circle is exclusively the -1 topoisomer. Using a purified topoisomer of the substrate, we show that Xer recombination proceeds with a linkage change (ΔLk) of +4. Similar experiments using a substrate with equally spaced psi sites agreed with this result. The measured linkage change is consistent with a reaction mechanism for tyrosine recombinases in which the sites align antiparallel prior to recombination and recombine via a Holliday junction intermediate. Four negative supercoils are converted to catenation nodes by strand exchange, providing an energetic driving force for the reaction. We compare this result to the mechanisms of serine recombinases and the recently discovered bridge RNA-guided recombinases. Graphical
- Open Access
- 1 July 2025
- Published by Springer Nature in Nature Communications
- Vol. 16 (1) , 1-20
Quantifying complexity in DNA structures with high resolution Atomic Force Microscopy
DNA topology is essential for regulating cellular processes and maintaining genome stability, yet it is challenging to quantify due to the size and complexity of topologically constrained DNA molecules. By combining high-resolution Atomic Force Microscopy (AFM) with a new high-throughput automated pipeline, we can quantify the length, conformation, and topology of individual complex DNA molecules with sub-molecular resolution. Our pipeline uses deep-learning methods to trace the backbone of individual DNA molecules and identify crossing points, efficiently determining which segment passes over which. We use this pipeline to determine the structure of stalled replication intermediates from Xenopus egg extracts, including theta structures and late replication products, and the topology of plasmids, knots and catenanes from the E. coli Xer recombination system. We use coarse-grained simulations to quantify the effect of surface immobilisation on twist-writhe partitioning. Our pipeline opens avenues for understanding how fundamental biological processes are regulated by DNA topology.
- 1 July 2025
- Published by Springer Nature in Nature Communications
- Vol. 16 (1) , 1-20
Open AccessQuantifying complexity in DNA structures with high resolution Atomic Force Microscopy
DNA topology is essential for regulating cellular processes and maintaining genome stability, yet it is challenging to quantify due to the size and complexity of topologically constrained DNA molecules. By combining high-resolution Atomic Force Microscopy (AFM) with a new high-throughput automated pipeline, we can quantify the length, conformation, and topology of individual complex DNA molecules with sub-molecular resolution. Our pipeline uses deep-learning methods to trace the backbone of individual DNA molecules and identify crossing points, efficiently determining which segment passes over which. We use this pipeline to determine the structure of stalled replication intermediates from Xenopus egg extracts, including theta structures and late replication products, and the topology of plasmids, knots and catenanes from the E. coli Xer recombination system. We use coarse-grained simulations to quantify the effect of surface immobilisation on twist-writhe partitioning. Our pipeline opens avenues for understanding how fundamental biological processes are regulated by DNA topology.
- Open Access
Structural basis of unidirectional DNA recombination by the ϕC31 serine integrase
Large serine integrases catalyse the integration and excision of bacteriophage (phage) DNA genomes into and from the genomes of their bacterial hosts by site-specific recombination 1 . These recombination reactions are notable for their unidirectionality: integrase recognises and efficiently recombines short (40–50-bp) sequences in the phage ( attP ) and bacterial ( attB ) genomes, but is inactive on the product sites attL and attR flanking the inserted prophage, ensuring stable integration. The reverse reaction (excision) only occurs in the presence of a second phage-encoded protein, the Recombination Directionality Factor (RDF). Their strict recombination directionality has made serine integrases versatile tools in emerging genome-editing technologies 2-5 ; however, the structural basis of directionality remains. Here we report structures of ϕC31 integrase, the most-studied and most widely used member of the serine integrase family, in complexes with its DNA recombination sites, with and without its RDF. These structures correspond to four key mechanism steps: integration of the phage DNA genome ( attP × attB ); excision of the integrated prophage DNA, mediated by integrase and RDF ( attL × attR ); inhibition of integrase-catalysed excision in the absence of RDF ( attL dimer complex); and inhibition of integrase-catalysed integration in the presence of RDF ( attB dimer complex). Our data provide a mechanistic understanding of how the serine integrase recombination system establishes and regulates phage lysogeny, and lay the foundation for future development of integrase-based genome-editing technologies.
Open AccessStructural basis of unidirectional DNA recombination by the ϕC31 serine integrase
Large serine integrases catalyse the integration and excision of bacteriophage (phage) DNA genomes into and from the genomes of their bacterial hosts by site-specific recombination 1 . These recombination reactions are notable for their unidirectionality: integrase recognises and efficiently recombines short (40–50-bp) sequences in the phage ( attP ) and bacterial ( attB ) genomes, but is inactive on the product sites attL and attR flanking the inserted prophage, ensuring stable integration. The reverse reaction (excision) only occurs in the presence of a second phage-encoded protein, the Recombination Directionality Factor (RDF). Their strict recombination directionality has made serine integrases versatile tools in emerging genome-editing technologies 2-5 ; however, the structural basis of directionality remains. Here we report structures of ϕC31 integrase, the most-studied and most widely used member of the serine integrase family, in complexes with its DNA recombination sites, with and without its RDF. These structures correspond to four key mechanism steps: integration of the phage DNA genome ( attP × attB ); excision of the integrated prophage DNA, mediated by integrase and RDF ( attL × attR ); inhibition of integrase-catalysed excision in the absence of RDF ( attL dimer complex); and inhibition of integrase-catalysed integration in the presence of RDF ( attB dimer complex). Our data provide a mechanistic understanding of how the serine integrase recombination system establishes and regulates phage lysogeny, and lay the foundation for future development of integrase-based genome-editing technologies.
- Open Access
Under or Over? Tracing Complex DNA Structures with High Resolution Atomic Force Microscopy
The topology of DNA plays a crucial role in the regulation of cellular processes and genome stability. Despite its significance, DNA topology remains challenging to determine due to the length and conformational complexity of individual topologically constrained DNA molecules. We demonstrate unparalleled resolution of complex DNA topologies using Atomic Force Microscopy (AFM) in aqueous conditions. We present a new high-throughput automated pipeline to determine DNA topology from raw AFM images, using deep-learning methods to trace the backbone of individual DNA molecules and identify crossing points. Our pipeline efficiently determines which segment passes over which, including the handling of challenging crossings, where the path of each molecule may be harder to resolve. We demonstrate the wider applicability of our tracing method by determining the structure of stalled replication intermediates from Xenopus egg extracts, including theta structures and late replication products. By developing new methodologies to accurately trace the DNA path through every crossing, we determine the topology of plasmids, knots and catenanes from the E. coli Xer recombination system. In doing so we uncover a recurrent depositional effect and reveal its origins using coarse-grained simulations. Our approach is broadly applicable to a range of nucleic acid structures, including those which interact with proteins, and opens avenues for understanding fundamental biological processes which are regulated by or affect DNA topology.
Open AccessUnder or Over? Tracing Complex DNA Structures with High Resolution Atomic Force Microscopy
The topology of DNA plays a crucial role in the regulation of cellular processes and genome stability. Despite its significance, DNA topology remains challenging to determine due to the length and conformational complexity of individual topologically constrained DNA molecules. We demonstrate unparalleled resolution of complex DNA topologies using Atomic Force Microscopy (AFM) in aqueous conditions. We present a new high-throughput automated pipeline to determine DNA topology from raw AFM images, using deep-learning methods to trace the backbone of individual DNA molecules and identify crossing points. Our pipeline efficiently determines which segment passes over which, including the handling of challenging crossings, where the path of each molecule may be harder to resolve. We demonstrate the wider applicability of our tracing method by determining the structure of stalled replication intermediates from Xenopus egg extracts, including theta structures and late replication products. By developing new methodologies to accurately trace the DNA path through every crossing, we determine the topology of plasmids, knots and catenanes from the E. coli Xer recombination system. In doing so we uncover a recurrent depositional effect and reveal its origins using coarse-grained simulations. Our approach is broadly applicable to a range of nucleic acid structures, including those which interact with proteins, and opens avenues for understanding fundamental biological processes which are regulated by or affect DNA topology.
- Open Access
- 8 March 2021
- Published by Wiley in Environmental Microbiology
- Vol. 23 (5) , 2473-2483
Drift dynamics in microbial communities and the effective community size
Summary: The structure and diversity of all open microbial communities are shaped by individual births, deaths, speciation and immigration events; the precise timings of these events are unknowable and unpredictable. This randomness is manifest as ecological drift in the population dynamics, the importance of which has been a source of debate for decades. There are theoretical reasons to suppose that drift would be imperceptible in large microbial communities, but this is at odds with circumstantial evidence that effects can be seen even in huge, complex communities. To resolve this dichotomy we need to observe dynamics in simple systems where key parameters, like migration, birth and death rates can be directly measured. We monitored the dynamics in the abundance of two genetically modified strains of Escherichia coli , with tuneable growth characteristics, that were mixed and continually fed into 10 identical chemostats. We demonstrated that the effects of demographic (non‐environmental) stochasticity are very apparent in the dynamics. However, they do not conform to the most parsimonious and commonly applied mathematical models, where each stochastic event is independent. For these simple models to reproduce the observed dynamics we need to invoke an ‘effective community size’, which is smaller than the census community size.
- 8 March 2021
- Published by Wiley in Environmental Microbiology
- Vol. 23 (5) , 2473-2483
Open AccessDrift dynamics in microbial communities and the effective community size
Summary: The structure and diversity of all open microbial communities are shaped by individual births, deaths, speciation and immigration events; the precise timings of these events are unknowable and unpredictable. This randomness is manifest as ecological drift in the population dynamics, the importance of which has been a source of debate for decades. There are theoretical reasons to suppose that drift would be imperceptible in large microbial communities, but this is at odds with circumstantial evidence that effects can be seen even in huge, complex communities. To resolve this dichotomy we need to observe dynamics in simple systems where key parameters, like migration, birth and death rates can be directly measured. We monitored the dynamics in the abundance of two genetically modified strains of Escherichia coli , with tuneable growth characteristics, that were mixed and continually fed into 10 identical chemostats. We demonstrated that the effects of demographic (non‐environmental) stochasticity are very apparent in the dynamics. However, they do not conform to the most parsimonious and commonly applied mathematical models, where each stochastic event is independent. For these simple models to reproduce the observed dynamics we need to invoke an ‘effective community size’, which is smaller than the census community size.
- Open Access
- 1 October 2020
- Published by Taylor & Francis in BioTechniques
- Vol. 69 (5) , 357-362
A Novel Decatenation Assay for DNA Topoisomerases using a Singly-Linked Catenated Substrate
Decatenation is a crucial in vivo reaction of DNA topoisomerases in DNA replication and is frequently used in in vitro drug screening. Usually this reaction is monitored using kinetoplast DNA as a ... METHOD SUMMARY We engineered a plasmid such that reaction with Tn3 resolvase generates a singly-linked catenane product. Restriction enzyme digestion and caesium chloride density gradient centrifug... Graphical abstract
- 1 October 2020
- Published by Taylor & Francis in BioTechniques
- Vol. 69 (5) , 357-362
Open AccessA Novel Decatenation Assay for DNA Topoisomerases using a Singly-Linked Catenated Substrate
Decatenation is a crucial in vivo reaction of DNA topoisomerases in DNA replication and is frequently used in in vitro drug screening. Usually this reaction is monitored using kinetoplast DNA as a ... METHOD SUMMARY We engineered a plasmid such that reaction with Tn3 resolvase generates a singly-linked catenane product. Restriction enzyme digestion and caesium chloride density gradient centrifug... Graphical abstract
- Open Access
- 8 April 2019
- Published by Oxford University Press (OUP) in Nucleic Acids Research
- Vol. 47 (9) , 4896-4909
A single-input binary counting module based on serine integrase site-specific recombination
A device that counts and records the number of events experienced by an individual cell could have many uses in experimental biology and biotechnology. Here, we report a DNA-based ‘latch’ that switches between two states upon each exposure to a repeated stimulus. The key component of the latch is a DNA segment whose orientation is inverted by the actions of ϕC31 integrase and its recombination directionality factor (RDF). Integrase expression is regulated by an external input, while RDF expression is controlled by the state of the latch, such that the orientation of the invertible segment switches efficiently each time the device receives an input pulse. Recombination occurs over a time scale of minutes after initiation of integrase expression. The latch requires a delay circuit, implemented with a transcriptional repressor expressed in only one state, to ensure that each input pulse results in only one inversion of the DNA segment. Development and optimization of the latch in living cells was driven by mathematical modelling of the recombination reactions and gene expression regulated by the switch. We discuss how N latches built with orthogonal site-specific recombination systems could be chained together to form a binary ripple counter that could count to 2N − 1.
- 8 April 2019
- Published by Oxford University Press (OUP) in Nucleic Acids Research
- Vol. 47 (9) , 4896-4909
Open AccessA single-input binary counting module based on serine integrase site-specific recombination
A device that counts and records the number of events experienced by an individual cell could have many uses in experimental biology and biotechnology. Here, we report a DNA-based ‘latch’ that switches between two states upon each exposure to a repeated stimulus. The key component of the latch is a DNA segment whose orientation is inverted by the actions of ϕC31 integrase and its recombination directionality factor (RDF). Integrase expression is regulated by an external input, while RDF expression is controlled by the state of the latch, such that the orientation of the invertible segment switches efficiently each time the device receives an input pulse. Recombination occurs over a time scale of minutes after initiation of integrase expression. The latch requires a delay circuit, implemented with a transcriptional repressor expressed in only one state, to ensure that each input pulse results in only one inversion of the DNA segment. Development and optimization of the latch in living cells was driven by mathematical modelling of the recombination reactions and gene expression regulated by the switch. We discuss how N latches built with orthogonal site-specific recombination systems could be chained together to form a binary ripple counter that could count to 2N − 1.
- Open Access
- 27 February 2019
- Published by Frontiers Media SA in Frontiers in Microbiology
- Vol. 10, 280
A Mini-ISY100 Transposon Delivery System Effective in γ Proteobacteria
Transposons are invaluable biological tools for the genetic manipulation of microorganisms. ISY100 from Synechocystis sp. PCC6803 is a member of the Tc1/mariner/IS630 superfamily, and is characterized by high transposition efficiency and a strong preference for TA target sequences. In this paper, we describe the design and application of a mini-ISY100 suicide vector for the in vivo creation of stable random transposon insertion libraries. The system was successfully applied in seven species belonging to four different orders of γ proteobacteria. In all cases, delivery using conjugation consistently showed the highest transposition efficiency compared to chemical transformation or electroporation. We determined the frequency of transposon insertions in all the species and proved the utility of the system by identifying genes involved in colony coloration in Shewanella oneidensis. The ease and the efficiency of the protocol developed here allow the creation of complete knock-out libraries in an extensive range of host microorganisms in less than a week with no requirement for preparatory modification.
- 27 February 2019
- Published by Frontiers Media SA in Frontiers in Microbiology
- Vol. 10, 280
Open AccessA Mini-ISY100 Transposon Delivery System Effective in γ Proteobacteria
Transposons are invaluable biological tools for the genetic manipulation of microorganisms. ISY100 from Synechocystis sp. PCC6803 is a member of the Tc1/mariner/IS630 superfamily, and is characterized by high transposition efficiency and a strong preference for TA target sequences. In this paper, we describe the design and application of a mini-ISY100 suicide vector for the in vivo creation of stable random transposon insertion libraries. The system was successfully applied in seven species belonging to four different orders of γ proteobacteria. In all cases, delivery using conjugation consistently showed the highest transposition efficiency compared to chemical transformation or electroporation. We determined the frequency of transposon insertions in all the species and proved the utility of the system by identifying genes involved in colony coloration in Shewanella oneidensis. The ease and the efficiency of the protocol developed here allow the creation of complete knock-out libraries in an extensive range of host microorganisms in less than a week with no requirement for preparatory modification.
- Open Access
Mathematical modelling of serine integrase - mediated gene assembly
Site-specific recombination promoted by serine integrases can be used for ordered assembly of DNA fragments into larger arrays. When a plasmid vector is included in the assembly, the circular product DNA molecules can transform E. coli cells. A convenient “one-pot” method using a single integrase involves recombination between pairs of matched orthogonal attachment sites, allowing assembly of up to six DNA fragments. However, the efficiency of assembly decreases as the number of fragments increases, due to accumulation of incorrect products in which recombination has occurred between mismatched sites. Here we use mathematical modelling to analyse published experimental data for the assembly reactions and suggest potential ways to improve assembly efficiency. We assume that unproductive synaptic complexes between pairs of mismatched sites become predominant as the number and diversity of sites increase. Our modelling predicts that the proportion of correct products can be improved by raising fragment DNA concentrations and lowering plasmid vector concentration. The assembly kinetics is affected by the inactivation of integrase in vitro . The model also predicts that the precision might be improved by redesigning the location of attachment sites on fragments to reduce the formation of the wrong circular products. Our preliminary experimental explorations of assembly with ϕC31 integrase confirmed that assembly efficiency might be improved. However, optimization of efficiency would require more experimental work on the mechanisms of wrong product formation. The use of a more efficient integrase (such as Bxb1) might be a more promising approach to assembly optimization. The model might be easily extended for different integrases or/and different assembly strategies, such as those using multiple integrases or multiple substrate structures.
Open AccessMathematical modelling of serine integrase - mediated gene assembly
Site-specific recombination promoted by serine integrases can be used for ordered assembly of DNA fragments into larger arrays. When a plasmid vector is included in the assembly, the circular product DNA molecules can transform E. coli cells. A convenient “one-pot” method using a single integrase involves recombination between pairs of matched orthogonal attachment sites, allowing assembly of up to six DNA fragments. However, the efficiency of assembly decreases as the number of fragments increases, due to accumulation of incorrect products in which recombination has occurred between mismatched sites. Here we use mathematical modelling to analyse published experimental data for the assembly reactions and suggest potential ways to improve assembly efficiency. We assume that unproductive synaptic complexes between pairs of mismatched sites become predominant as the number and diversity of sites increase. Our modelling predicts that the proportion of correct products can be improved by raising fragment DNA concentrations and lowering plasmid vector concentration. The assembly kinetics is affected by the inactivation of integrase in vitro . The model also predicts that the precision might be improved by redesigning the location of attachment sites on fragments to reduce the formation of the wrong circular products. Our preliminary experimental explorations of assembly with ϕC31 integrase confirmed that assembly efficiency might be improved. However, optimization of efficiency would require more experimental work on the mechanisms of wrong product formation. The use of a more efficient integrase (such as Bxb1) might be a more promising approach to assembly optimization. The model might be easily extended for different integrases or/and different assembly strategies, such as those using multiple integrases or multiple substrate structures.
- Open Access
- 6 June 2018
- Published by The Royal Society in Journal of The Royal Society Interface
- Vol. 15 (143) , 20180160
Mathematical model of a serine integrase-controlled toggle switch with a single input
Dual-state genetic switches that can change their state in response to input signals can be used in synthetic biology to encode memory and control gene expression. A transcriptional toggle switch (TTS), with two mutually repressing transcription regulators, was previously used for switching between two expression states. In other studies, serine integrases have been used to control DNA inversion switches that can alternate between two different states. Both of these switches use two different inputs to switch ON or OFF. Here, we use mathematical modelling to design a robust one-input binary switch, which combines a TTS with a DNA inversion switch. This combined circuit switches between the two states every time it receives a pulse of a single-input signal. The robustness of the switch is based on the bistability of its TTS, while integrase recombination allows single-input control. Unidirectional integrase-RDF-mediated recombination is provided by a recently developed integrase-RDF fusion protein. We show that the switch is stable against parameter variations and molecular noise, making it a promising candidate for further use as a basic element of binary counting devices.
- 6 June 2018
- Published by The Royal Society in Journal of The Royal Society Interface
- Vol. 15 (143) , 20180160
Open AccessMathematical model of a serine integrase-controlled toggle switch with a single input
Dual-state genetic switches that can change their state in response to input signals can be used in synthetic biology to encode memory and control gene expression. A transcriptional toggle switch (TTS), with two mutually repressing transcription regulators, was previously used for switching between two expression states. In other studies, serine integrases have been used to control DNA inversion switches that can alternate between two different states. Both of these switches use two different inputs to switch ON or OFF. Here, we use mathematical modelling to design a robust one-input binary switch, which combines a TTS with a DNA inversion switch. This combined circuit switches between the two states every time it receives a pulse of a single-input signal. The robustness of the switch is based on the bistability of its TTS, while integrase recombination allows single-input control. Unidirectional integrase-RDF-mediated recombination is provided by a recently developed integrase-RDF fusion protein. We show that the switch is stable against parameter variations and molecular noise, making it a promising candidate for further use as a basic element of binary counting devices.