Biology subjects

Padilla, R.

Publications and source records attributed to Padilla, R..

6 recordsLinked to original sources

bioRxiv2024

Phenolic compounds in Medicago truncatula roots are under the influence of Agrobacterium fabrum through its species specific-genes regions

The impact of plant microbiota on the health and physiology of their host is increasingly studied and recognized. However, in the rhizosphere, the functions of most bacteria and the genetic determinants involved in the molecular dialogue between plant and bacteria are poorly understood. Agrobacteria are ubiquitous soil borne and rhizospheric bacteria able to establish commensal or even beneficial interactions with plant roots. The genomic species Agrobacterium fabrum harbor seven specific-regions (SpG8-1 to SpG8-7), whose annotation seems to indicate a close connection with the plant during plant-bacteria interactions. To evaluate the involvement of A. fabrum-specific regions in the plant-bacteria interaction, deletion mutant strains of each A. fabrum-specific region were inoculated on Medicago truncatula roots. Root metabolite profiles were compared by UHPLC-UV/DAD-ESI-MS QTOF analyses, and the highlighted discriminating metabolites were annotated by tandem mass spectrometry. Metabolomic analyses have shown that A. fabrum inoculation modulates the content of phenolic compounds in M. truncatula roots, in particular flavonoids. These root metabolite modulations observed with the wild-type strain often appear to be linked to at least one of the A. fabrum-specific genes, as almost all A. fabrum-specific regions showed an influence on one or more of these specialized root metabolites. In addition, our results underlined a putative cross-talk or coordinated effect of the A. fabrum-specific regions during the interaction of A. fabrum with M. truncatula, as all mutants except one induced similar modifications on flavonoids. These results contribute to a better understanding of the ecological niche construction of A. fabrum highlighting the importance of its specific genes in the establishment of this fine-tuned interaction.

ecology↗

bioRxiv2024

ChIPbinner: An R package for analyzing broad histone marks binned in uniform windows from ChIP-Seq or CUT&RUN/TAG data

BackgroundThe decreasing costs of sequencing, along with the growing understanding of epigenetic mechanisms driving diseases, have led to the increased application of chromatin immunoprecipitation (ChIP-Seq), Cleavage Under Targets & Release Using Nuclease (CUT&RUN) and Cleavage Under Targets and Tagmentation (CUT&TAG) sequencing - which are designed to map DNA or chromatin-binding proteins to their genome targets - in biomedical research. Existing software tools, namely peak-callers, are available for analyzing data from these technologies, although they often struggle with diffuse and broad signals, such as those associated with broad histone post-translational modifications (PTMs). ResultsTo address this limitation, we present ChIPbinner, an open-source R package tailored for reference-agnostic analysis of broad PTMs. Instead of relying on pre-identified enriched regions from peak-callers, ChIPbinner divides (bins) the genome into uniform windows. Thus, users are provided with an unbiased method to explore genome-wide differences between two samples using scatterplots, principal component analysis (PCA), and correlation plots. It also facilitates the identification and characterization of differential clusters of bins, allowing users to focus on specific genomic regions significantly affected by treatments or mutations. We demonstrated the effectiveness of this tool through a case study assessing H3K36me2 depletion following NSD1 knockout in head and neck squamous cell carcinoma, highlighting the advantages of ChIPbinner in detecting broad histone mark changes over existing software. ConclusionsBinned analysis provides a more holistic view of the genomic landscape, allowing researchers to uncover broader patterns and correlations that may be missed when solely focusing on individual peaks. ChIPbinner offers researchers a convenient tool to perform binned analysis. It improves on previously published software by providing a clustering approach that is independent of each bins differential enrichment status, while also offering additional features for downstream analysis of these differentially enriched bins.

bioinformatics↗

bioRxiv2024

H3K36 Methylation - a Guardian of Epigenome Integrity

H3K36 methylation is emerging as a key epigenetic modification with strong implications in genetic disease and cancer. However, the mechanisms through which H3K36me impacts the epigenome and asserts its functional consequences are far from understood. Here, we use mouse mesenchymal stem cell lines with successive knockouts of the H3K36 methyltransferases: NSD1, NSD2, SETD2, NSD3, and ASH1L, which result in progressive depletion of H3K36me and its complete absence in quintuple knockout cells, to finely dissect the role of H3K36me2 in shaping the epigenome and transcriptome. We show that H3K36me2, which targets active enhancers, is important for maintaining enhancer activity, and its depletion results in downregulation of enhancer-dependent genes. We demonstrate the roles of H3K36me2/3 in preventing the invasion of gene bodies by the repressive H3K27me modifications. Finally, we observe a previously undescribed relationship between H3K36me and H3K9me3: Following the depletion of H3K36me2, H3K9me3 is redistributed away from large heterochromatic domains and towards euchromatin. This results in a drastic decompartmentalization of the genome, weakening the boundaries between active and inactive compartments, and a catastrophic loss of long-range inter-compartment interactions. By studying cells totally devoid of H3K36 methyltransferase activity, we uncover a broad range of crucial functions of H3K36me in maintaining epigenome integrity.

genomics↗

bioRxiv2023

Systematic perturbations of SETD2, NSD1, NSD2, NSD3 and ASH1L reveals their distinct contributions to H3K36 methylation

BackgroundMethylation of histone 3 lysine 36 (H3K36me) has emerged as an essential epigenetic component for the faithful regulation of gene expression. Despite its importance in development, disease, and cancer, how the molecular agents collectively shape the H3K36me landscape is unclear. ResultsWe use a mouse mesenchymal stem cell model to perturb the H3K36me deposition machinery and infer the activities of the five most prominent players: SETD2, NSD1, NSD2, NSD3, and ASH1L. We find that H3K36me2 is the most abundant of the three methylation states and is predominantly deposited at intergenic regions by NSD1, and partly by NSD2. In contrast, H3K36me1/3 are most abundant within exons and are positively correlated with gene expression. We demonstrate that while SETD2 deposits most H3K36me3, it also deposits H3K36me2 within transcribed genes. Additionally, loss of SETD2 results in an increase of exonic H3K36me1, suggesting other H3K36 methyltransferases (K36MTs) prime gene bodies with lower methylation states ahead of transcription. Through a reductive approach, we uncover the distribution patterns of NSD3- and ASH1L-catalyzed H3K36me2. While NSD1/2 establish broad intergenic H3K36me2 domains, NSD3 deposits H3K36me2 peaks on active promoters and enhancers. Meanwhile, the activity of ASH1L is restricted to the regulatory elements of developmentally relevant genes, and our analyses implicate PBX2 as a potential recruitment factor. ConclusionsWithin genes, SETD2 deposits both H3K36me2/3, while the other K36MTs are capable of depositing H3K36me1/2 independently of SETD2 activity. For the deposition of H3K36me1/2, we find a hierarchy of K36MT activities where NSD1>NSD2>NSD3>ASH1L. While NSD1 and NSD2 are responsible for most genome-wide propagation of H3K36me2, the activities of NSD3 and ASH1L are confined to active regulatory elements.

genomics↗

bioRxiv2023

Endocytosis gated by emergent properties of membrane-clathrin interactions

Clathrin-mediated endocytosis (CME), the major cellular entry pathway, starts when clathrin assembles on the plasma membrane into clathrin-coated pits (CCPs). Two populations of CCPs are detected within the same cell: productive CCPs that invaginate and pinch off, forming clathrin-coated vesicles (CCVs) [1, 2], and abortive CCPs [3, 4, 5] that prematurely disassemble. The mechanisms of gating between these two populations and their relations to the functions of dozens of early-acting endocytic accessory proteins (EAPs) [5, 6, 7, 8, 9] have remained elusive. Here, we use experimentally-guided modeling to integrate the clathrin machinery and membrane mechanics in a single dynamical system. We show that the split between the two populations is an emergent property of this system, in which a switch between an Open state and a Closed state follows from the competition between the chemical energy of the clathrin basket and the mechanical energy of membrane bending. In silico experiments revealed an abrupt transition between the two states that acutely depends on the strength of the clathrin basket. This critical strength is lowered by membrane-bending EAPs [10, 11, 12]. Thus, CME is poised to be shifted between abortive and productive events by small changes in membrane curvature and/or coat stability. This model clarifies the workings of a putative endocytic checkpoint whose existence was previously proposed based on statistical analyses of the lifetime distributions of CCPs [4, 13]. Overall, a mechanistic framework is established to elucidate the diverse and redundant functions of EAPs in regulating CME progression.

biophysics↗

bioRxiv2021

Snrpb, the gene mutated in CCMS, is haploinsufficient and required for proper morphogenesis and splicing

Heterozygous mutations in SNRPB, an essential core component of the five small ribonucleoprotein particles of the spliceosome, are responsible for Cerebrocostomandibular Syndrome (CCMS). We show that Snrpb heterozygous embryos arrest shortly after implantation. Additionally, heterozygous deletion of Snrpb in the developing brain and neural crest cells models craniofacial malformations found in CCMS, and results in death shortly after birth. RNAseq analysis of mutant heads prior to morphological defects revealed increased exon-skipping and intron-retention in association with increased 5 splice site strength. We found increased exon-skipping in negative regulators of the P53-pathway, increased levels of nuclear P53, P53-target genes. However, removing TrP53 in Snrpb heterozygous mutant neural crest cells did not completely rescue craniofacial development. We also found a small but significant increase in exon-skipping of several transcripts required for head and midface development, including Smad2 and Rere. Furthermore, mutant embryos exhibited ectopic or missing expression of Fgf8 and Shh, which are required to coordinate face and brain development. Thus, we propose that mis-splicing of transcripts that regulate P53-activity and craniofacial-specific genes both contribute to craniofacial malformations.

developmental biology↗