Biology subjects

Garcia, A. K.

Publications and source records attributed to Garcia, A. K..

11 recordsLinked to original sources

bioRxiv2024

Rats pursue food and leisure following the same rational principles

Animals in the wild must balance multiple, potentially mutually-exclusive goals simultaneously in order to survive. Yet laboratory tests of decision making often investigate how animals optimize their behavior to achieve a single, well-defined goal, which is often a nutritive reward. Thus, how animals solve multi-objective optimization problems is not well understood. Here, we devised an ethologically-inspired decision making task to examine how rats balance the pursuit of food and non-food reinforcement. Rats performed a free-choice patch-foraging task, in which they could earn food in one location (food patch) or interact with a rodent play structure in a different location (toy patch). The cost of switching between patches was manipulated by requiring rats to endure a long or short "travel time" penalty during which they were not able to access either patch. Rats devoted a considerable amount of their limited foraging time to patches of both types, showing a small but significant preference for food patches. In accordance with theoretical models of foraging, when the cost of switching patches was high rats chose longer stay durations in both types of patches, suggesting that similar rational principles guided their pursuit of food and non-food rewards. Examining the within-session dynamics of time allocation revealed that rats showed an early preference for spending time in toy patches that reversed over the course of the session. Satiety manipulations demonstrated that patch residence time decisions were under goal-directed control, and responsive to current needs and recent consumption. These results validate a naturalistic approach to testing decision making in rats over a range of food and non-food goods. Key words: Patch foraging, decision making, multi-objective optimization, play, leisure Significance StatementThe mechanisms by which animals trade off competing goals remain poorly understood. Here, we investigated whether rats use rational decision-making strategies to balance essential needs with non-essential pursuits like leisure by letting rats choose between earning food and engaging with a play structure. Rats performing a free-choice patch-foraging task adjusted their behavior based on opportunity costs, staying longer in patches when switching costs were high, in accordance with models of optimal foraging. Rats allocated significant time to toy patches, even at the expense of food rewards, underscoring the intrinsic value of non-food reinforcers. These results validate a naturalistic approach for studying tradeoffs between qualitatively-different rewards, and advance our understanding of multi-goal optimization in the context of a naturalistic decision problem.

animal behavior and cognition↗

bioRxiv2024

Nitrogenase structural evolution across Earth s history

Life on Earth is about 4 billion years old--nearly as old as the planet itself. Over this immense timespan, living systems and their biomolecules have both adapted to and driven profound changes in the Earths environment. Among these, certain critical enzymes emerged early and have persisted through planetary extremes. Here, we implement an integrated approach to investigate the structural evolution of nitrogenase, an ancient and globally essential enzyme responsible for biological nitrogen fixation. Despite the ecological diversity of its host microbes, nitrogenase retains strict functional constraints, including extreme oxygen sensitivity, high energy demands, and substrate availability. We combined phylogenetics, ancestral sequence reconstruction, protein crystallography and deep-learning based structural prediction to resurrect nearly three billion years of nitrogenase structural history. This effort represents the first effort to predict the full set of extant and ancestral structures along the evolutionary tree of a single enzyme, yielding over 5000 structural models. Our framework lays a foundation for reconstructing key structural constraints that shape protein evolution and examining ancient enzymes within the broader context of phylogenetic relationships and environmental transitions across geological timescales.

evolutionary biology↗

bioRxiv2023

A CRISPR interference system for the nitrogen-fixing bacterium Azotobacter vinelandii

A grand challenge for the next century can be found in mitigating the effects of changing climate through bioengineering solutions. Biological nitrogen fixation, the globally consequential, nitrogenase-catalyzed reduction of atmospheric nitrogen to bioavailable ammonia, is a particularly vital area of focus. Nitrogen fixation engineering relies upon extensive understanding of underlying genetics in microbial models, including the broadly utilized gammaproteobacterium, Azotobacter vinelandii (A. vinelandii). Here we report the first CRISPR interference (CRISPRi) system for targeted gene silencing in A. vinelandii that integrates genomically via site-specific transposon insertion. We demonstrate that CRISPRi can repress transcription of an essential nitrogen fixation gene by [~]60%. Further, we show that nitrogenase genes are suitably expressed from the transposon insertion site, indicating that CRISPRi and engineered nitrogen fixation genes can be co-integrated for combinatorial studies of gene expression and engineering. Our established CRISPRi system extends the utility of A. vinelandii and will aid efforts to engineer microbial nitrogen fixation for desired purposes. For Table of Contents Only O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=102 SRC="FIGDIR/small/565814v1_ufig1.gif" ALT="Figure 1"> View larger version (24K): org.highwire.dtl.DTLVardef@128b75forg.highwire.dtl.DTLVardef@1ecdf4org.highwire.dtl.DTLVardef@6363c6org.highwire.dtl.DTLVardef@12b8358_HPS_FORMAT_FIGEXP M_FIG C_FIG

microbiology↗

bioRxiv2023

A hybrid nitrogenase with regulatory elasticity in Azotobacter vinelandii

Biological nitrogen fixation, the microbial reduction of atmospheric nitrogen to bioavailable ammonia, represents both a major limitation on biological productivity and a highly desirable engineering target for synthetic biology. However, engineering of nitrogen fixation requires an integrated understanding of how the gene regulatory dynamics of host diazotrophs restrict the available sequence-function space of its central catalytic metalloenzyme, nitrogenase. Here, we interrogate this relationship by analyzing the transcriptome of Azotobacter vinelandii engineered with a phylogenetically inferred, ancestral nitrogenase protein variant. The engineered strain exhibits reduced cellular nitrogenase activity but recovers wild-type growth rates following an extended lag period. We find that expression of genes within the immediate nitrogen fixation network is resilient to nitrogenase sequence-level perturbations. Rather, physiological compatibility with the ancestral nitrogenase variant is restored by reducing trace metal and electron resource allocation to nitrogenase. Our results spotlight cellular processes adjacent to nitrogen fixation as productive engineering targets to improve compatibility between remodeled nitrogenase proteins and engineered host diazotrophs. IMPORTANCEAzotobacter vinelandii is a key model bacterium for the study of biological nitrogen fixation, an important metabolic process catalyzed by nitrogenase enzymes. Here, we demonstrate that compatibilities between engineered A. vinelandii strains and remodeled nitrogenase variants can be modulated at the regulatory level. Engineered cells respond by adjusting expression of proteins involved in cellular processes adjacent to nitrogen fixation, rather than that of nitrogenase proteins themselves. These insights can inform future strategies to transfer nitrogenase variants to non-native hosts.

microbiology↗

bioRxiv2023

An orphan protein drove the ecological expansion of nitrogen fixation

Nitrogenase metalloenzymes have catalyzed biological nitrogen fixation for billions of years and revolutionized planet Earth by supplying essential nitrogen to the biosphere. How these enzymes were built and distributed by microbial and evolutionary processes in a shifting geochemical landscape remains an open question. Here, we probe the birth and evolution of the G-subunit protein, an integral, Precambrian-age structural component of certain nitrogenase isozymes that makes its appearance midway through nitrogenase evolutionary history. We establish that the G-subunit is an orphan protein, with no homologs detected across wider protein diversity. We find that G-subunit emergence accompanied both the diversification of nitrogenase metal usage and an ecological expansion of nitrogen-fixing microbes during the transition in enviromental metal availabilities triggered by Earth surface oxygenation [~]2.5 billion years ago. Further, analyses of ancestral nitrogenase structures implicate a role for the G-subunit in novel metal incorporation, which would have primed nitrogenases and their hosts to exploit these newly diversified geochemical environments. However, permanent recruitment of the G-subunit into the nitrogenase complex was likely only enabled by tuning preexisting, protein interaction features that were selected prior to Earth oxygenation. Our results showcase how contingent evolutionary novelties shape microbial ecological responses and their global consequences.

evolutionary biology↗

bioRxiv2022

Conservation of nitrogenase functionality over long timescales

The planetary biosphere is powered by a suite of key metabolic innovations that emerged early in the history of life. However, it is unknown whether life has always followed the same set of strategies for performing these critical tasks. Today, microbes access atmospheric sources of bioessential nitrogen through the activities of just one family of enzymes, nitrogenases. Here, we show that the only dinitrogen reduction mechanism known to date is an ancient feature conserved from nitrogenase ancestors. We designed a paleomolecular engineering approach wherein ancestral nitrogenase genes were phylogenetically reconstructed and inserted into the genome of the diazotrophic bacterial model, Azotobacter vinelandii, enabling an integrated assessment of both in vivo functionality and purified nitrogenase biochemistry. Nitrogenase ancestors are active and robust to variable incorporation of one or more ancestral protein subunits. Further, we find that all ancestors exhibit the reversible enzymatic mechanism for dinitrogen reduction, specifically evidenced by hydrogen inhibition, that is also exhibited by extant A. vinelandii nitrogenase isozymes. Our results suggest that life may have been constrained in its sampling of protein sequence space to catalyze one of the most energetically challenging biochemical reactions in nature. The experimental framework established here is essential for probing how nitrogenase functionality has been shaped within a dynamic, cellular context to sustain a globally consequential metabolism. IMPACT STATEMENTThe enzymatic mechanism for dinitrogen reduction is an ancient feature of nitrogenases that persisted over hundreds of millions of years.

evolutionary biology↗

bioRxiv2021

Functional divergence and spectral tuning of microbial rhodopsins from an ancestral proton pump

For billions of years, life has continuously adapted to dynamic physical conditions near the Earths surface. Fossils and other preserved biosignatures in the paleontological record are the most direct evidence for reconstructing the broad historical contours of this adaptive interplay. However, biosignatures dating to Earths earliest history are exceedingly rare. Here, we combine phylogenetic inference of primordial rhodopsin proteins with modeled spectral features of the Precambrian Earth environment to reconstruct the paleobiological history of this essential family of photoactive transmembrane proteins. Our results suggest that ancestral microbial rhodopsins likely acted as light-driven proton pumps and were spectrally tuned toward the absorption of green light, which would have enabled their hosts to occupy depths in a water column or biofilm where UV wavelengths were attenuated. Subsequent diversification of rhodopsin functions and peak absorption frequencies was enabled by the expansion of surface ecological niches induced by the accumulation of atmospheric oxygen. Inferred ancestors retain distinct associations between extant functions and peak absorption frequencies. Our findings suggest that novel information encoded by biomolecules can be used as "paleosensors" for conditions of ancient, inhabited niches of host organisms not represented elsewhere in the paleontological record. The coupling of functional diversification and spectral tuning of this taxonomically diverse protein family underscores the utility of rhodopsins as universal testbeds for inferring remotely detectable biosignatures on inhabited planetary bodies.

evolutionary biology↗

bioRxiv2021

Reconstruction of nitrogenase predecessors suggests origin from maturase-like enzymes

The evolution of biological nitrogen fixation, uniquely catalyzed by nitrogenase enzymes, has been one of the most consequential biogeochemical innovations over lifes history. Though understanding the early evolution of nitrogen fixation has been a longstanding goal from molecular, biogeochemical, and planetary perspectives, its origins remain enigmatic. In this study, we reconstructed the evolutionary histories of nitrogenases, as well as homologous maturase proteins that participate in the assembly of the nitrogenase active-site cofactor but are not able to fix nitrogen. We combined phylogenetic and ancestral sequence inference with an analysis of predicted functionally divergent sites between nitrogenases and maturases to infer the nitrogen-fixing capabilities of their shared ancestors. Our results provide phylogenetic constraints to the emergence of nitrogen fixation and are consistent with a model wherein nitrogenases emerged from maturase-like predecessors. Though the precise functional role of such a predecessor protein remains speculative, our results highlight evolutionary contingency as a significant factor shaping the evolution of a biogeochemically essential enzyme. SIGNIFICANCE STATEMENTThe origin of nitrogenase-catalyzed nitrogen fixation was a transformative event in lifes history, garnering long-term study from molecular, biogeochemical, and planetary perspectives. Reconstruction of ancestral nitrogenases suggests that the protein sequence space capable of yielding a nitrogen-fixing enzyme in the past was likely more constrained than previously thought. Specifically, here we show that nitrogenases likely evolved from ancestors that resemble maturases, homologs that today participate in nitrogenase cofactor assembly, contrary to the commonly accepted view that maturases evolved from a nitrogenase ancestor. We further submit that the molecular architecture that may have been required for nitrogenase origins was unlikely to have been shaped by the same environmental drivers often implicated in the evolution of nitrogen fixation. If this decoupling is found to be a recurring pattern in metabolic origins, then the presented results would undercut the common, systems-focused rationale of using ancient environmental conditions to explain the timing of critical and singular biogeochemical innovations in lifes past.

evolutionary biology↗

bioRxiv2021

Molecular foundations of Precambrian uniformitarianism

The earliest geochemical indicators of microbes--and the enzymes that powered them--extend back almost 3.8 billion years on our planet. Paleobiologists often attempt to understand these indicators by assuming that the behaviors of modern microbes and enzymes are consistent (uniform) with those of their predecessors. A uniformitarian assumption (i.e., the idea that fundamental geobiological processes have occurred in much the same manner over Earth history) seems at odds with our understanding of the inherent variability of living systems. Here, we examine whether a uniformitarian assumption for an enzyme thought to generate carbon isotope indicators of biological activity, RuBisCO, can be corroborated by independently studying the history of changes recorded within RuBisCOs genetic sequences. Specifically, we resurrected a Precambrian-age, ancient RuBisCO by engineering its ancient DNA inside a modern cyanobacterium genome and measured the engineered organisms fitness and carbon-isotope-discrimination profile. The envelope of ancestral RuBisCO isotopic fractionation observed here indicates that uniformitarian assumptions may be warranted, but with important caveats. Our results suggest that further inquiries that link molecule-level evolutionary changes with planet-level geochemical conditions are needed to discern whether enzyme-affected isotope fractionation trends extend deeper into the early Precambrian. Experimental studies illuminating lifes early molecular innovations are crucial to explore the foundations of Precambrian uniformitarian assumptions.

evolutionary biology↗

bioRxiv2021

System-level effects of CO2 and RuBisCO concentration on carbon isotope fractionation

Carbon isotope biosignatures preserved in the Precambrian geologic record are primarily interpreted to reflect ancient cyanobacterial carbon fixation catalyzed by Form I RuBisCO enzymes. The average range of isotopic biosignatures generally follows that produced by extant cyanobacteria. However, this observation is difficult to reconcile with several environmental (e.g., temperature, pH, and CO2 concentrations), molecular, and physiological factors that likely would have differed during the Precambrian and can produce fractionation variability in contemporary organisms that meets or exceeds that observed in the geologic record. To test a range of genetic and environmental factors that may have impacted ancient carbon isotope biosignatures, we engineered a mutant strain of the model cyanobacterium Synechococcus elongatus PCC 7942 that overexpresses RuBisCO and characterized the resultant physiological and isotope fractionation effects. We specifically investigated how both increased atmospheric CO2 concentrations and RuBisCO regulation influence cell growth, oxygen evolution rate, and carbon isotope fractionation in cyanobacteria. We found that elevated CO2 increases the growth rate of wild-type and mutant strains, and that the pool of active RuBisCO enzyme increases with increased expression. RuBisCO overexpression in our engineered strain does not significantly affect isotopic discrimination at all tested CO2 concentrations, yielding cellular 13C/12C isotope discrimination ({varepsilon}p) of [~]24{per thousand} for both wild-type and mutant strains at elevated CO2. Understanding the environmental factors that impact gene regulation, physiology, and evolution is crucial for reconciling microbially driven carbon isotope fractionation with the geologic record carbon biosignatures.

microbiology↗

bioRxiv2019

Reconstructed ancient nitrogenases suggest Mo-specific ancestry

The nitrogenase metalloenzyme family, essential for supplying fixed nitrogen to the biosphere, is one of lifes key biogeochemical innovations. The three isozymes of nitrogenase differ in their metal dependence, each binding either a FeMo-, FeV-, or FeFe-cofactor where the reduction of dinitrogen takes place. The history of nitrogenase metal dependence has been of particular interest due to the possible implication that ancient marine metal availabilities have significantly constrained nitrogenase evolution over geologic time. Here, we reconstructed the evolutionary history of nitrogenases, and combined phylogenetic reconstruction, ancestral sequence inference, and structural homology modeling to evaluate the potential metal dependence of ancient nitrogenases. We find that active-site sequence features can reliably distinguish extant Mo-nitrogenases from V- and Fe-nitrogenases, and that inferred ancestral sequences at the deepest nodes of the phylogeny suggest these ancient proteins most resemble modern Mo-nitrogenases. Taxa representing early-branching nitrogenase lineages lack one or more biosynthetic nifE and nifN genes that both contribute to the assembly of the FeMo-cofactor in studied organisms, suggesting that early Mo-nitrogenases may have utilized an alternate and/or simplified pathway for cofactor biosynthesis. Our results underscore the profound impacts that protein-level innovations likely had on shaping global biogeochemical cycles throughout the Precambrian, in contrast to organism-level innovations that characterize the Phanerozoic Eon.

evolutionary biology↗