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Garcia, D. M.

Publications and source records attributed to Garcia, D. M..

9 recordsLinked to original sources

Pseudouridylation landscape across 42 S. cerevisiae cytosolic tRNA isoacceptors via Nanopore direct RNA sequencing

Pseudouridine is the most abundant RNA base modification due to its prevalence in tRNA and rRNA, where it serves as a key modulator of structure and function. Yet, in the widely used model organism, the budding yeast Saccharomyces cerevisiae, tRNA pseudouridine sites have not been comprehensively annotated. Here, we performed two high-throughput methods established for detecting tRNA pseudouridylation positions: Nanopore direct RNA sequencing (DRS) and 2-bromoacrylamide-assisted cyclization sequencing (BACS). Using DRS, we sequenced cytosolic tRNA from seven pseudouridine synthase (PUS) knockout S. cerevisiae strains, including deletion strains of Pus1, Pus3, and Pus7. Analysis of these data verified thirty-two existing pseudouridine annotations and predicted an additional ten previously unannotated pseudouridine sites. Our analysis also revealed DRS signal changes at several non-uridine sites with the loss of a PUS, including apparent changes in modification abundances at position 37 upon deletion of Pus3. Liquid chromatography tandem mass spectrometry (LC-MS/MS) and primer extension assays, however, indicated no change in the abundance of these modifications with the loss of Pus3, underscoring the need for caution in interpreting DRS-based signal changes. Using BACS, we confirmed the ten DRS-predicted novel sites, while further detecting eleven additional previously unannotated pseudouridine sites. Combining existing modification annotations from the Modomics database with our DRS and BACS datasets, we created a map of all detected pseudouridines --totaling 126 sites, including 21 novel sites--and the enzymes responsible for their catalysis, across the forty-two nuclear-encoded S. cerevisiae tRNA isoacceptors.

molecular biology↗

Decoding epitope immunodominance in HIV Env using cryoEM and machine learning

Viral surface glycoproteins, such as the HIV envelope protein (Env), present numerous antibody (Ab) epitopes, yet immune responses consistently focus on only a subset, a phenomenon known as immunodominance. Although structural studies have provided insights into Env antigenicity, our understanding of the molecular features that govern efficient Ab engagement remains incomplete, thereby limiting the predictive and rational design of vaccines. Here, we characterized the structural determinants of epitope immunodominance in HIV Env by integrating high-resolution cryoEM-based polyclonal epitope mapping (cryoEMPEM) across different clades with quantitative analyses of epitope topology, accessibility, and physicochemical properties. More than 70 new structures were resolved to assemble a library of >100 Env-antibody complexes. These data informed the development of a surface-centric, machine-learning model to predict relative Antigen Surface Immunodominance (ASI model). Comparison of ASI-predicted epitope sites with the specificities of Env-induced antibodies showed that the model accurately identifies immunodominant regions and highlights the structural features driving immune bias. Notably, immunogens redesigned based on model predictions successfully redirected Ab responses toward a normally subdominant epitope, demonstrating the potential of strategies coupling targeted assembly of focused structural libraries with machine learning to uncover complex molecular patterns and enable design of more effective vaccine antigens.

immunology↗

tRNA isodecoder analysis using Nanopore ionic current signals and deep learning

tRNA are short non-coding RNA characterized by their distinct tertiary structure and abundant chemical modifications. Conventional analysis strategies do not fully characterize tRNA isodecoders. We demonstrate that this limitation can be resolved for tRNA using nanopore ionic current data. We developed tRNAZAP, a deep learning strategy that uses nanopore ionic current signal information to classify native tRNA strands at isodecoder-level resolution without relying on sequence information. Additionally, the ionic current level classification allows for pairwise alignment of read sequences to reference sequences, producing optimal tRNA alignments. We applied tRNAZAP to direct tRNA sequencing data from Escherichia coli and Saccharomyces cerevisiae, and recovered 2.6% and 13.1% more aligned reads than BWA-MEM, respectively. tRNAZAP resolved these reads at an isodecoder-level and with consistently higher alignment identity. tRNAZAP is a powerful complement to sequence-based profiling and can contribute towards resolving the isodecoder landscape in more complex organisms including humans.

genomics↗

Concurrent detection of chemically modified bases in yeast mitochondrial tRNAs by Nanopore direct RNA sequencing

Saccharomyces cerevisiae is an invaluable model in the study of mitochondrial tRNA biology. Yet the positions of modified bases in all yeast mitochondrially-encoded tRNAs (mt-tRNAs) are still not fully mapped. We performed Nanopore direct RNA sequencing (DRS) on tRNAs from the crude mitochondrial fraction of yeast to map base modifications across all 24 mt-tRNA isoacceptors. Additionally, we developed a method to detect dihydrouridine sites in tRNAs, tD-seq, where chemical reduction of dihydrouridine causes disruptions to reverse transcription. We mapped dihydrouridine, pseudouridine, and N2-dimethylguanosine sites in mt-tRNAs using DRS, tD-seq, and knockouts of five conserved tRNA-modifying enzymes. Our results establish Dus1 and Dus2 as the enzymes responsible for D14, D16, D17, D17a, and D20 formation in S. cerevisiae mt-tRNAs, and revealed interactions between Dus1, Dus2, and Trm1-catalyzed modifications. We provide a comprehensive analysis of S. cerevisiae mt-tRNA base modifications, and identify novel modification "circuits" in yeast mt-tRNAs, in which the loss of a single enzymes activity can change modification levels at sites catalyzed by other enzymes. These findings expand our understanding of mt-tRNA base modifications and their interdependence, and advance opportunities for the yeast model for investigating defects in human mt-tRNA function. GRAPHICAL ABSTRACT O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=80 SRC="FIGDIR/small/653160v2_ufig1.gif" ALT="Figure 1"> View larger version (27K): org.highwire.dtl.DTLVardef@9b7315org.highwire.dtl.DTLVardef@1a089dcorg.highwire.dtl.DTLVardef@bb01b7org.highwire.dtl.DTLVardef@16dd34d_HPS_FORMAT_FIGEXP M_FIG C_FIG

molecular biology↗

A pseudouridine synthase shapes tRNA structural dynamics through both catalysis and remodeling

Transfer RNA has long served as an exemplar of a thermodynamically stable, structured RNA. Yet it undergoes significant structural changes upon binding and catalysis by diverse modification enzymes. We leveraged optical binding assays and single-molecule FRET to observe the structural dynamics of two yeast tRNAs, in isolation, and upon interaction with the conserved pseudouridine synthase Pus4/TruB. We show that unmodified and pseudouridylated tRNAeMet(CAU) and tRNAThr(AGU) all sample open, compact and intermediate conformations, though tRNAThr(AGU) exhibits faster dynamics. Consistent with its role in modifying RNAs with different structural properties, Pus4 binds robustly to unmodified tRNA, tRNA that was pseudouridylated prior to engaging Pus4 ("pre-modified"), and even an unrelated riboswitch RNA. Pus4 binding to tRNAeMet(CAU) leads to additional tRNA conformational states. The ensemble of conformations explored by Pus4-bound pre-modified tRNA resolved within minutes back into open, compact and intermediate states. tRNAeMet(CAU) that is initially unmodified more gradually approached the ensemble of structures that were attained rapidly by pre-modified tRNA. Thus, Pus4 both catalyzes a lasting chemical change on tRNA and remodels it over time after catalysis, perhaps to promote subsequent steps of tRNA maturation.

biophysics↗

Parallel Sensory Compensation following Independent Subterranean Colonization by Groundwater Salamanders (Eurycea )

Lineages that have invaded subterranean environments have repeatedly evolved remarkable adaptations to life in darkness. However, observational and experimental studies in additional natural systems are needed to further our understanding of repeated evolution and convergence. In Texas, a radiation of groundwater salamanders (genus Eurycea), with independent invasions of subterranean karstic environments, offers an opportunity to investigate phenotypic convergence, parallel evolution, and the enhancement and regression of sensory systems. Adaptations to a troglobitic life in this clade includes morphological, behavioral, and physiological changes within and among species. Intraspecific and interspecific variation in morphology to the selective pressures of life underground allows for detailed examination of physical, behavioral, and physiological changes associated with subterranean adaptation within a comparative phylogenetic framework. We find a tradeoff between two sensory systems repeated across multiple subterranean Eurycea lineages: the degeneration of the eye and the expansion of the mechanosensory lateral line. The increase in anterior neuromast organs in subterranean lineages was positively correlated with the expression of paired box protein Pax-6, a conserved transcription factor important for vertebrate neurogenesis. Our results show a decreasing trend of PAX-6 labeling in the neuromasts of adult surface salamanders (E. nana) relative to the maintained labeling in subterranean species (E. rathbuni). Our results suggest a tradeoff in resource allocation between the development of optic and anterior lateral line sensory systems in surface and subterranean salamander lineages and provide a starting point for future evolutionary developmental investigations examining the genetic underpinnings of adaptive, repeated evolution in a novel system. Significance StatementUnder-explored subterranean environments in Central Texas harbor a phenotypically and taxonomically diverse radiation of groundwater salamanders, which we used to test the molecular and developmental bases for adaptive evolution in extreme environments. Using an integrative approach, we quantify the divergence and convergence of two sensory modalities: vision loss and mechanoreception. The divergent developmental and phenotypic tradeoffs have evolved several times in parallel among populations and species in this group. Understanding the evolutionary developmental processes responsible for these changes will further our understanding of adaptive, repeated evolution in a natural system.

evolutionary biology↗

PAX6 protein in neuromasts of the lateral line system of salamanders (Eurycea)

PAX6 is well known as a transcription factor that drives eye development in animals as widely divergent as flies and mammals. In addition to its localization in eyes, PAX6 expression has been reported in the central nervous system, the pancreas, testes, Merkel cells, nasal epithelium, and developing cells of the inner ear. Here we show that PAX6 is also found in the mechanosensory neuromasts of the lateral line system in paedomorphic salamanders of the genus Eurycea. Using immunohistochemistry and confocal microscopy, we found that PAX6 is extranuclear, and antibody labeling is most intense in the apical appendages of the hair cells of the neuromast. This extranuclear localization raises the possibility of an as yet undescribed function for PAX6 as a cytoskeleton-associated protein.

cell biology↗

A Prion that regulates genome diversification

Epigenetic mechanisms mediate diverse gene expression programs in growth and development. Here we report a protein-based epigenetic element, a prion, formed by the conserved DNA helicase Mph1/FANCM. [MIX+] is a cytoplasmically inherited state with propagation driven by the non-amyloid prion templating of Mph1. [MIX+] provides resistance to DNA damage, a gain-of-function trait that requires helicase activity. [MIX+] reduces mitotic mutation rates, but promotes meiotic crossovers, driving measurable phenotypic diversification in wild outcrosses. Remarkably, [MIX+] can be induced by DNA-damaging stresses in which it is beneficial. Thus, [MIX+] fuels a quasi-Lamarckian form of inheritance that promotes survival of the current generation and diversification of the next.

molecular biology↗

Epigenetic regulation of genome integrity by a prion-based mechanism

Epigenetic mechanisms mediate diverse gene expression programs in growth and development. Yet whether any can permanently alter the genome is unknown. Here we report a protein-based epigenetic element, a prion, formed by the conserved DNA helicase Mph1/FANCM. [MPH1+] provides resistance to DNA damage, a gain-of-function trait that requires helicase activity and interactions with other DNA repair proteins. Strikingly, the intrinsically disordered regions of Mph1 and human FANCM that are required for prion phenotypes do not resemble known prions. [MPH1+] reduces mitotic mutation rates, but promotes meiotic crossovers, driving phenotypic diversification in wild outcrosses. Remarkably, [MPH1+] is induced by stresses in which the prion is beneficial. Thus, [MPH1+] fuels a quasi-Lamarckian form of inheritance that promotes survival of the current generation and diversification of the next.

genetics↗