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Martinez-Hernandez, J. E.

Publications and source records attributed to Martinez-Hernandez, J. E..

4 recordsLinked to original sources

RNA-binding proteins and regulatory networks involved in life-stage, stress temperature, and drug resistance in Leishmania parasites

Trypanosomatid parasites of the genus Leishmania rely on post-transcriptional regulation of gene expression because gene transcription is not canonically regulated at the single-gene level. RNA-binding proteins (RBPs) are central to this regulatory architecture, yet their genome-wide diversity, conservation, and condition-specific associations remain incompletely defined across the genus. Here, we combined comparative genomics and systems-level transcriptomic analyses to map the RBP repertoire in 33 strains spanning 19 Leishmania species. We also connect RBPs to developmental, stress, and drug-resistance contexts, using Leishmania braziliensis as an example. Using probabilistic domain detection and homology-based annotation, we identified 38,662 putative RBPs across all genomes, with 1,114 to 1,491 RBPs per genome. Comparative genomics analysis revealed a conserved core of 404 RBP clusters shared across all examined species, alongside lineage-restricted clusters in major Leishmania groups. We notably detected widespread conservation of enzymes linked to messenger RNA modification (for example, NAT10, TRMT6/61A, and NSUN2), but failed to identify canonical N6-methyladenosine writer orthologs, suggesting divergence of this machinery across Leishmania genomes. In L. braziliensis, expression profiling in different life-cycle stages and stress conditions highlighted stage-biased RBPs, including elevated ZC3H20 in amastigotes and increased RBP6 in metacyclic promastigotes. Finally, co-expression network analysis of trivalent antimony (SbIII) resistant genotypes identified RBPs co-expressed with genes previously associated with antimony resistance. In contrast, motif-based analysis supported a putative DRBD3-centered post-transcriptional module that includes 10 candidate stabilized transcripts in SbIII-resistant promastigotes. Together, these results provide a comparative framework to prioritize RBPs and associated regulatory programs implicated in parasite adaptation and antimony resistance. AUTHOR SUMMARYLeishmaniasis results from infection by Leishmania parasites and remains challenging to control due to limited treatments and the continual emergence of drug resistance, especially to antimonials. These parasites exhibit an unusual gene regulation method; instead of activating or deactivating transcription for individual genes, they depend heavily on proteins that bind RNA to determine which messages are retained, translated, or degraded. In this study, we created a comprehensive atlas of RNA-binding proteins across the Leishmania genus by analyzing 33 parasite strains from 19 species. We identified a large core set of conserved RNA-binding proteins shared by all species, along with lineage-specific proteins that may help different parasite groups adapt to various hosts and environments. Additionally, we mapped enzymes responsible for RNA chemical modifications and found that the typical machinery for m6A marks in many organisms appears to be divergent in Leishmania. Finally, by associating RNA-binding proteins with specific life-cycle stages, stress responses, and antimony resistance in L. braziliensis, we pinpointed candidate regulators and gene modules for further experimental validation. This resource helps prioritize regulatory factors that could drive parasite adaptation and resistance.

genomics↗

Transcriptional Profiling and Co-expression Integration for the Filtering of Relevant Bacterial sRNA-mRNA Interactions: Application to Staphylococcus aureus Biofilm

Small regulatory RNAs (sRNAs) are fast-acting non-coding RNAs (ncRNAs), stress-responsive regulators that fine-tune bacterial gene expression, shaping virulence, antimicrobial resistance, metabolism, and biofilm development. At the post-transcriptional level, sRNAs pair with target mRNAs to block or enhance translation, remodel secondary structures, adjust transcript stability, and act as molecular sponges for other sRNAs. Staphylococcus aureus, a leading cause of hospital-acquired infections, relies on a multiple-layered regulatory network, including post-transcriptional mechanisms, to transition between planktonic and biofilm lifestyles. Here, we expand the cross-lineage sRNA repertoire of S. aureus by integrating newly generated RNA-seq data from the Brazilian ST239 strain Bmb9393 with public datasets from five USA-lineage strains previously uncharacterized for sRNAs. Using sequence homology and covariance models, we predicted and annotated candidate sRNA loci across all analyzed genomes, quantified their expression under planktonic and biofilm conditions, and assigned genomic context. Integration of differential-expression (DE) profiles with weighted gene co-expression network analysis (WGCNA) identified sRNAs associated with biofilm and virulence, in modules that include well-known regulators (sarA, mgrA, RNAIII) and the adhesin clfA. To prioritize functional target interactions, we combined DEG concordance, network features, and interaction-energy thresholds, depleting millions of initial predictions to thousands of high-confidence sRNA-mRNA pairs. Our integrative bioinformatics framework provides additional insights into sRNA-mediated regulation in S. aureus, highlighting biofilm- and resistance-linked candidates, and yields a ranked, reusable set of sRNA-mRNA interactions to guide hypothesis-driven experiments across diverse genetic backgrounds.

bioinformatics↗

Defense mechanisms in Lupinus luteus against Colletotrichum lupini, involving TIR-NBS-LRR protein, hypersensitive response and phenylpropanoid pathways

Lupins are key grain legumes for future crop production, providing highly sustainable protein, essential in the face of global warming, food security challenges, and the need for sustainable agriculture. Despite their potential, lupin crops are frequently devastated by Colletotrichum lupini, a member of the worlds top ten fungal pathogenic genera. In our previous study, we identified LluR1, the first C. lupini resistance gene, in a wild Lupinus luteus accession. Further research was necessary to unravel the defense mechanisms involved. Histological analysis revealed a hypersensitive response against C. lupini, while transcriptome analysis highlighted a complex network of differentially expressed genes, including TIR-NBS-LRR proteins, hypersensitive response, and phenylpropanoid pathways. SNPs were identified that distinguish the protein sequences underlying immunity. These findings, along with orthology in other lupin species, offer valuable insights for developing breeding strategies to enhance C. lupini resistance in lupins, with significant potential impacts on food, feed, and human nutrition.

plant biology↗

Comparative and systems analyses of Leishmania spp. non-coding RNAs through developmental stages

Leishmania spp. is the etiological agent of leishmaniases, neglected diseases that seek to be eradicated in the coming years. The life cycle of these parasites involve different host and stress environments. In recent years, many studies have shown that several protein coding genes are directly involved with the development and host interactions, however, little is still known about the role of ncRNAs in life cycle progression. In this study, we aimed to identify the genomic structure and function of ncRNAs from Leishmania spp. and to get insights into the RNAome of this protozoan genus. We studied 26 strains corresponding to 16 different species of Leishmania. Our RNAome analysis revealed the presence of several ncRNAs that are shared through different species, allowing us to differentiate between subgenus as well as species that are canonically related to visceral leishmaniasis. We also studied co-expression relationships between coding genes and ncRNAs which in the amastigote developmental stage for Leishmania braziliensis and L. donovani revealed the presence of miRNA-like co-expressed with several coding genes involved in starvation, survival and histone modification. This work constitutes the first effort to characterize the Leishmania RNAome, supporting further approaches to better understand the role of ncRNAs in the gene regulation, infective process and host-parasite interaction.

genomics↗