Jonathan W. Pitchford’s research while affiliated with The Graduate Center, CUNY and other places

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Publications (55)


Fig 2. Selection for cell fusion as an alternative to increased cell size in response to a harsh environment. Stochastic simulations of evolutionary trajectories when the system is subject to a switch from the benign environment (β 1 = 0.5, green region) to the harsh environment (β 2 = 2.2, orange region) at growth cycle 500. Panel A illustrates the case where the fusion rate is held at α = 0, representing the scenario where the physiological machinery for fusion has not evolved. Panel B illustrates the case where fusion rate is also subject to evolution. Remaining model and simulation parameters are given in Supporting Information 7 and the initial condition is (m(0), α(0)) = (1.16, 0).
Fig 5. Regions in the β 1 − β 2 plane where binary cell fusion evolves as a stress-response to environment 2. The region plot is independent of E and T . Here, C = 0.5, P 1 = 0.3 and the initial condition is (m(0), 0). Since C > 1 − 1/ √ e (see Eq. (12)), fusion can only evolve in at most one of the two environments. In this case it is environment 2 where fusion can evolve since m(0) = m * 1,α=0 (see Eq. (11)). A numerical simulation to support this regionplot is shown in Fig S2.
Cell size and selection for stress-induced binary cell fusion
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August 2024

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21 Reads

Xiaoyuan Liu

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Jonathan W Pitchford

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In unicellular organisms, sexual reproduction typically begins with the fusion of two cells (plasmogamy) followed by the fusion of their two haploid nuclei (karyogamy) and finally meiosis. Most work on the evolution of sexual reproduction focuses on the benefits of the genetic recombination that takes place during meiosis. However, the selection pressures that may have driven the early evolution of binary cell fusion, which sets the stage for the evolution of karyogamy by bringing nuclei together in the same cell, have seen less attention. In this paper we develop a model for the coevolution of cell size and binary cell fusion rate. The model assumes that larger cells experience a survival advantage from their larger cytoplasmic volume. We find that under favourable environmental conditions, populations can evolve to produce larger cells that undergo obligate binary cell fission. However, under challenging environmental conditions, populations can evolve to subsequently produce smaller cells under binary cell fission that nevertheless retain a survival advantage by fusing with other cells. The model thus parsimoniously recaptures the empirical observation that sexual reproduction is typically triggered by adverse environmental conditions in many unicellular eukaryotes and draws conceptual links to the literature on the evolution of multicellularity. Author summary Sexual reproduction is commonly observed, both in eukaryotic microorganisms and in higher multicellular organisms. Sex has evolved despite numerous apparent costs, including investment in finding a partner and the energetic requirements of sexual reproduction. Binary cell fusion is a process that sets the stage for sexual reproduction by bringing nuclei from different cells into contact. Here, we provide a mathematical explanation of the advantage conferred by binary cell fusion due to increased cell mass. We show that when unicellular organisms have the option to invest in either cell fusion or cell mass, they can evolve to fuse together as rapidly as possible in the face of adverse environments, instead of increasing their mass. These results are consistent with the empirical observation that sexual reproduction is often triggered by environmental stress in unicellular eukaryotes. Our results imply an advantage to cell fusion, which helps to shed light on the early evolution of sexual reproduction itself.

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Complex epistatic interactions between ELF3, PRR9, and PRR7 regulate the circadian clock and plant physiology

December 2023

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47 Reads

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2 Citations

Genetics

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Paula Avello

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[...]

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James Ronald

Circadian clocks are endogenous timekeeping mechanisms that coordinate internal physiological responses with the external environment. EARLY FLOWERING3 (ELF3), PSEUDO RESPONSE REGULATOR (PRR9), and PRR7 are essential components of the plant circadian clock and facilitate entrainment of the clock to internal and external stimuli. Previous studies have highlighted a critical role for ELF3 in repressing the expression of PRR9 and PRR7. However, the functional significance of activity in regulating circadian clock dynamics and plant development is unknown. To explore this regulatory dynamic further, we firstly employed mathematical modelling to simulate the effect of the prr9/prr7 mutation on the elf3 circadian phenotype. These simulations suggested that simultaneous mutations in prr9/prr7 could rescue the elf3 circadian arrythmia. Following these simulations, we generated all Arabidopsis elf3/prr9/prr7 mutant combinations and investigated their circadian and developmental phenotypes. Although these assays could not replicate the results from the mathematical modelling, our results have revealed a complex epistatic relationship between ELF3 and PRR9/7 in regulating different aspects of plant development. ELF3 was essential for hypocotyl development under ambient and warm temperatures, while PRR9 was critical for root thermomorphogenesis. Finally, mutations in prr9 and prr7 rescued the photoperiod insensitive flowering phenotype of the elf3 mutant. Together, our results highlight the importance of investigating the genetic relationship amongst plant circadian genes.


Complex epistatic interactions between ELF3, PRR9, and PRR7 regulates the circadian clock and plant physiology

July 2023

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57 Reads

Circadian clocks are endogenous timekeeping mechanisms that coordinate internal physiological responses with the external environment. EARLY FLOWERING3 (ELF3), PSEUDO RESPONSE REGULATOR (PRR9), and PRR7 are essential components of the plant circadian clock and facilitate entrainment of the clock to internal and external stimuli. Previous studies have highlighted a critical role for ELF3 in repressing the expression of PRR9 and PRR7. However, the functional significance of activity in regulating circadian clock dynamics and plant development is unknown. To explore this regulatory dynamic further, we firstly employed mathematical modelling to simulate the effect of the prr9/prr7 mutation on the elf3 circadian phenotype. These simulations suggested that simultaneous mutations in prr9/prr7 could rescue the elf3 circadian arrythmia. Following these simulations, we generated all Arabidopsis elf3/prr9/prr7 mutant combinations and investigated their circadian and developmental phenotypes. Although these assays could not replicate the results from the mathematical modelling, our results have revealed a complex epistatic relationship between ELF3 and PRR9/7 in regulating different aspects of plant development. ELF3 was essential for hypocotyl development under ambient and warm temperatures, while PRR9 was critical for root thermomorphogenesis. Finally, mutations in prr9 and prr7 rescued the photoperiod insensitive flowering phenotype of the elf3 mutant. Together, our results highlight the importance of investigating the genetic relationship amongst plant circadian genes.


Feasibility and stability in large Lotka Volterra systems with interaction structure

May 2023

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43 Reads

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4 Citations

PHYSICAL REVIEW E

Complex system stability can be studied via linear stability analysis using random matrix theory (RMT) or via feasibility (requiring positive equilibrium abundances). Both approaches highlight the importance of interaction structure. Here we show, analytically and numerically, how RMT and feasibility approaches can be complementary. In generalized Lotka-Volterra (GLV) models with random interaction matrices, feasibility increases when predator-prey interactions increase; increasing competition/mutualism has the opposite effect. These changes have crucial impact on the stability of the GLV model.


The evolution of parthenogen fertilization rates in switching environments: from facultative cell-fusion to oogamy

January 2023

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49 Reads

Organisms with external fertilisation exhibit a broad range of reproductive modes, from simple parthenogenesis to sexual reproduction encompassing isogamy, anisogamy, and oogamy, and including environmentally-mediated facultative sex. Here we develop a unifying mathematical model which explains the emergence of these modes via the coevolution of fertilization rate and cell size. Using a minimal assumption that survival is dependent on cell mass, and by carefully accounting for biological and evolutionary time scales, we find two distinct evolutionary outcomes: high fertilization rate (obligate sexuality) is selected when costs to cell fusion are low, while zero fertilization rate (obligate asexuality) is selected for when these costs are high. Surprisingly, in high fertilization rate scenarios evolving populations can transition from isogamy to anisogamy and oogamy via evolutionary branching. Furthermore, in variable environments we show that, without phenotypic plasticity, intermediate fertilization rates and isogamy can be maintained through bet-hedging. Allowing phenotypic plasticity can give rise to facultative sex; sexual reproduction in harsh environmental conditions, and asexuality in more benign conditions. These results parsimoniously explain a large range of empirically observed parthenogen reproduction strategies, and offer an hypothesis for the origin of binary cell fusion, a key step in the evolution of syngamy and sexual reproduction itself.


ODE (Ordinary Differential Equation) Models for Plant Circadian Networks: What the Models Are and How They Should Be Used

January 2022

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56 Reads

Methods in molecular biology (Clifton, N.J.)

ODE models have been used for decades to help circadian biologists understand the rhythmic phenomena they observe and to predict the behavior of plant circadian rhythms under changed conditions such as genetic mutations or novel environments. The models vary in complexity, and for good reasons, but they share the same mathematical ingredients in their construction and the same computational methods in their solution. Here we explain the fundamental concepts which define ODE models. We sketch how ODE models can be understood, how they can be solved mathematically and computationally, and the important distinction between autonomous and non-autonomous phenomena. The concepts are illustrated with examples which illustrate the basic concepts and which may help to describe the strengths and limitations of these models and the computational investigations of their properties.


Systematic functional analysis of Leishmania protein kinases identifies regulators of differentiation or survival

February 2021

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294 Reads

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75 Citations

Differentiation between distinct stages is fundamental for the life cycle of intracellular protozoan parasites and for transmission between hosts, requiring stringent spatial and temporal regulation. Here, we apply kinome-wide gene deletion and gene tagging in Leishmania mexicana promastigotes to define protein kinases with life cycle transition roles. Whilst 162 are dispensable, 44 protein kinase genes are refractory to deletion in promastigotes and are likely core genes required for parasite replication. Phenotyping of pooled gene deletion mutants using bar-seq and projection pursuit clustering reveal functional phenotypic groups of protein kinases involved in differentiation from metacyclic promastigote to amastigote, growth and survival in macrophages and mice, colonisation of the sand fly and motility. This unbiased interrogation of protein kinase function in Leishmania allows targeted investigation of organelle-associated signalling pathways required for successful intracellular parasitism.


Flowchart overview of the modelling approach
Two dynamic models, calibrated to replicate prior results, evaluate parasite population dynamics in the sand fly vector. These can be used as part of larger simulations to obtain insights into Leishmania transmission.
Replicating the results of [7] and [11]
A) Comparison of the numbers of metacyclics (top) and retroleptomonads (bottom) at specific days throughout the lifespan of the simulated flies. Blue represents flies that bite only at day 0, orange represents flies that take a subsequent blood meal at day 12. The two categories are combined prior to day 12. B) Number of simulated sand flies considered infectious at 7 days post-infection for RAG mice 10-18, parameterised according to Doehl et al. (see S1 Table.).
Retroleptomonad dynamics dominate over skin heterogeneity and result in elevated mean R0 values
Heatmaps of the mean R0 for simulated sand flies for both Model A (left half) and B (right half) with 100% (top half) or 25% (bottom half) chance of biting an infected host. Note that each model utilises a different scale for clarity.
Retroleptomonad dominance is dependent on having a sufficiently large maximum lifespan
A, B) Heatmaps of the mean R0 for simulated sand flies in Model B with 100% chance of biting an infected host and with lifespans restricted to 20 days (A) or 15 days (B). Crosses indicate the mean skin parasite burden and skin homogeneity of various mice from [7]. C) Mean R0 value against maximum lifespan for RAG mice 1-18 from Doehl et al. [7] (S1 Table).
Table of default model parameter values
Variable bites and dynamic populations; new insights in Leishmania transmission

January 2021

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39 Reads

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3 Citations

Leishmaniasis is a neglected tropical disease which kills an estimated 50,000 people each year, with its deadly impact confined mainly to lower to middle income countries. Leishmania parasites are transmitted to human hosts by sand fly vectors during blood feeding. Recent experimental work shows that transmission is modulated by the patchy landscape of infection in the host’s skin, and the parasite population dynamics within the vector. Here we assimilate these new findings into a simple probabilistic model for disease transmission which replicates recent experimental results, and assesses their relative importance. The results of subsequent simulations, describing random parasite uptake and dynamics across multiple blood meals, show that skin heterogeneity is important for transmission by short-lived flies, but that for longer-lived flies with multiple bites the population dynamics within the vector dominate transmission probability. Our results indicate that efforts to reduce fly lifespan beneath a threshold of around two weeks may be especially helpful in reducing disease transmission.


Ecology and evolution of antimicrobial resistance in bacterial communities

November 2020

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264 Reads

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216 Citations

The ISME Journal

Accumulating evidence suggests that the response of bacteria to antibiotics is significantly affected by the presence of other interacting microbes. These interactions are not typically accounted for when determining pathogen sensitivity to antibiotics. In this perspective, we argue that resistance and evolutionary responses to antibiotic treatments should not be considered only a trait of an individual bacteria species but also an emergent property of the microbial community in which pathogens are embedded. We outline how interspecies interactions can affect the responses of individual species and communities to antibiotic treatment, and how these responses could affect the strength of selection, potentially changing the trajectory of resistance evolution. Finally, we identify key areas of future research which will allow for a more complete understanding of antibiotic resistance in bacterial communities. We emphasise that acknowledging the ecological context, i.e. the interactions that occur between pathogens and within communities, could help the development of more efficient and effective antibiotic treatments.


Systematic functional analysis of Leishmania protein kinases identifies regulators of differentiation or survival

September 2020

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163 Reads

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1 Citation

Differentiation between distinct stages is fundamental for the life cycle of intracellular protozoan parasites and for transmission between hosts, requiring stringent spatial and temporal regulation. Here we applied kinome-wide gene deletion and gene tagging in Leishmania mexicana promastigotes to define protein kinases with life cycle transition roles. Whilst 162 were dispensable, 44 protein kinase genes were refractory to deletion and are likely core genes required for parasite replication. Phenotyping of pooled gene deletion mutants using bar-seq and projection pursuit clustering revealed functional phenotypic groups of protein kinases involved in differentiation from metacyclic promastigote to amastigote, growth and survival in macrophages and mice, colonisation of the sand fly and motility. This unbiased interrogation of protein kinase function in Leishmania allows targeted investigation of organelle-associated intrinsic and extrinsic signalling pathways required for successful intracellular parasitism.


Citations (50)


... In the last 20 years, the structure of the clock has been modified and updated as new components and interactions were discovered. In fact, new interactions are continuously being discovered; see, for instance, [52] where new interactions between ELF3 and PRR7 and PRR9 are described. While, in the first phase, mathematical models sought to incorporate as many components and interactions as possible, the last ten years have seen a shift in focus towards minimal models that can be better explored in terms of dynamical properties. ...

Reference:

Mathematical Models of the Arabidopsis Circadian Oscillator
Complex epistatic interactions between ELF3, PRR9, and PRR7 regulate the circadian clock and plant physiology

Genetics

... The simultaneous transfection of two antibiotic selection marker donors makes it possible to isolate many of the gene null mutants with no need for cell cloning [11]. Thus far, hundreds of Leishmania genes have been successfully targeted with this T7 transient protocol and this has greatly expanded our understanding of Leishmania genes and biological systems [20][21][22]. ...

Systematic functional analysis of Leishmania protein kinases identifies regulators of differentiation or survival

... Aunque la mayoría de los parásitos se pierden durante la defecación de la sangre digerida, unos pocos promastigotes nectomónadas persisten para continuar el ciclo de vida. Estos se diferencian posteriormente en promastigotes leptomónadas, que colonizan la porción anterior del intestino y se transforman en la forma infectiva, los promastigotes metacíclicos (Figura 1.C, Anexo I) [2,3,5]. ...

Variable bites and dynamic populations; new insights in Leishmania transmission

... While multi-strain probiotic mixtures appear to confer greater health or clinical benefits than single-strain probiotics (65)(66)(67), the AMR impact and risk between these two are unclear. It is conceivable that multi-strain probiotic mixtures might offer synergistic effects that could favor bacteria adaptation to antibiotics and concomitantly also facilitate ARG transmission (68,69). Follow-up comparative genomics and metagenomics studies conducted on animal models and in healthy, immunocom promised, and/or antibiotic-treated human cohorts will elucidate the molecular impact of probiotics on the gut resistome (19,20), thus contributing to a more comprehensive understanding of probiotic consumption, application, and safety (64)(65)(66)(67)(68)(69)(70)(71)(72). ...

Ecology and evolution of antimicrobial resistance in bacterial communities

The ISME Journal

... are quite divergent from LmaCK1.1 and LmaCK1.2, with for instance amino acids insertions observed in the kinase domain of LmaCK1.4 and LmaCK1.5 (Figures 1A, B (Rachidi et al., 2014)). Although little is known about their functions, recent work by Baker et al. showed in L. mexicana that only LmxCK1.2 and LmxCK1.4 are essential, which incidentally are the only two paralogs being excreted by the parasite (Silverman et al., 2010;Dan-Goor et al., 2013;Baker et al., 2020). This was pharmacologically confirmed for L. donovani LdCK1.2, indicating that CK1.2 could be essential across all Leishmania species (Rachidi et al., 2014;Durieu et al., 2016). ...

Systematic functional analysis of Leishmania protein kinases identifies regulators of differentiation or survival

... That would suggest a substantially lower level of ω may be appropriate. [18], considering data from multiple European countries, suggest that infections could be ten times more common than previously supposed. That may be overstating, but we consider values down to ω = 12% in other runs of the model, and the results below include sensitivity analysis with respect to this parameter. ...

More prevalent, less deadly? Bayesian inference of the COVID19 Infection Fatality Ratio from mortality data

... 2) ensuring that colonies exceed population limits imposed by structural or organizational limitations on nest size; 3) improving colony foraging and defense by well-dispersed anthills throughout the collection area; 4) buffering the effects of local environmental variability; and 5) enabling colonies to benefit from a large colony size without associated reductions in productivity (Burns, Pitchford, Parr, Franks & Robinson, 2019). ...

The costs and benefits of decentralization and centralization of ant colonies

Behavioral Ecology

... In contrast, a mismatch between growth of total pigmented plankton and grazing was observed in the slope stations. In this area with high flow velocity characteristic of the Malvinas Current main jet, advection may alter the drifting of species according to cell inertia and buoyancy (Liu et al. 2021), thus interfering with ecological timescales and making predator-prey interactions more unstable (Hilker and Lewis 2010;Woodward et al. 2019). Although protistan grazers can rapidly synchronise with phytoplankton growth due to their similar generation time, significant curbing of prey biomass requires attaining a critical prey concentration and stable conditions that allow predator community to grow and reach equilibrium (Schmoker et al. 2013). ...

Physical Flow Effects Can Dictate Plankton Population Dynamics

... With changing climate, it is pertinent to understand the cross talk between circadian signalling and effect of temperature. Although, there have been some studies that have tried to model the effect of change in temperature on the circadian regulation (Avello et al. 2019), change in day length along with change in temperature (at 22 °C Content courtesy of Springer Nature, terms of use apply. Rights reserved. ...

Heat the Clock : Entrainment and Compensation in Arabidopsis Circadian Rhythms

Journal of Circadian Rhythms