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Di Pizio, A.

Publications and source records attributed to Di Pizio, A..

9 recordsLinked to original sources

Dynamic Pocketome of Trace Amine-Associated Receptors

Trace amine-associated receptors (TAARs) are class A GPCRs that span two distinct physiological roles: TAAR1 is a CNS drug target, whereas TAAR2 to TAAR9 detect volatile amines in the olfactory epithelium. Recent experimental structures resolve their architecture and ligand-binding mode, but capture only static snapshots, which cannot address how the binding site and the overall pocketome respond to ligand binding. Here, we present a simulation library comprising 26 experimental structures of four human and murine genes in the apo and holo states, each in triplicate (total aggregate time of 156 microseconds). Cavities were detected and analysed across the entire receptor surface throughout each trajectory. Orthosteric changes did not follow a single direction when comparing the states: apo sites were neither uniformly smaller nor uniformly more flexible than their holo counterparts, instead pointing to a receptor- specific ligand-receptor interplay that propagates beyond the orthosteric pocket. This plasticity is further highlighted by the size composition and stability of allosteric pockets, which proves that some regions are larger in the apo state while others are larger when a ligand is present. Resolving such trends required pockets to be comparable across trajectories, which a novel global identifier (GID) provides. Although agnostic to functional annotation, the GID recovered the orthosteric site as a single region in both states and matched pockets across replicates of the same receptor-state pair. The result is a dynamic pocketome map of the TAAR family obtained by an approach transferable to other membrane proteins.

bioinformatics↗

Membrane controlled Mechanoregulation in PIEZO1 Interactions

PIEZO channels are mechanosensitive membrane proteins whose activation is governed by the surrounding lipid environment. However, the direct mechanistic contribution of native membrane composition to the molecular interactions remains unclear. In this study, a systematic comparison is made between PIEZO1 reconstituted in detergent micelles and in cell membrane-derived nanodiscs, which preserve the native lipid composition. Initial characterization employing a combination of atomic force microscopy and coarse-grained molecular dynamics simulations unveils distinct physical signatures of PIEZO1 in these two environments. Single-molecule force spectroscopy measurements demonstrate that interaction between the extracellular domain of PIEZO1 and a specific antibody exhibits unique mechanical responses strongly influenced by the surrounding membrane. In nanodiscs, PIEZO1 exhibits reversible, elastic-like behavior with preserved structural integrity and consistent adhesion forces even when modulated by Yoda1 (agonist) and Dooku1 (antagonist). Conversely, micelles induce a plastic response with altered mechanosensitivity and functional stability. Based on these findings, we propose a possible membrane-mediated force transmission pathway and quantify a simplified interaction energy landscape. Collectively, our findings offer the initial direct evidence of how the native lipid environment mechanistically governs PIEZO1 interactions, establishing native membranes as critical determinants for mechanotransduction.

biophysics↗

The plant immune receptor LORE binds agonistic and antagonistic 3-hydroxy fatty acid ligands via a dynamic loop in its G-type lectin domain

The Arabidopsis thaliana S-domain receptor kinase LORE senses bacterial medium-chain 3-hydroxy fatty acids (mc-3-OH-FAs) as microbe-associated molecular patterns to activate pattern-triggered immunity. How LORE recognises these fatty acid ligands at the molecular level remains unknown. Here, we combined protein structure prediction, protein-ligand interaction modelling and molecular dynamics (MD) simulations with ligand-binding assays using chimeric and mutant receptor ectodomains, and functional analysis of receptor activation to characterise the mc-3-OH-FA binding mechanism. Domain-swap experiments between LORE and its non-binding paralog AtSD1-23 identify the lectin 2 (L2) domain as the ligand-binding domain. Mutational analysis and reverse engineering confirm a hydrophobic pocket in the L2 core as the primary ligand-binding site. Multiple walker Supervised MD (mwSuMD) simulations reveal that the acyl tail enters the pocket first, whilst polar interactions between the headgroup and a flexible L2 loop guide and stabilise the bound state. In support of this model, 3-OH-C10:0 analogues with bulky headgroup modifications dock into the pocket but act as antagonists, presumably by preventing the loop from adopting the conformation required for signalling. Together, these data suggest that the flexible L2 loop has multiple functions: it acts as a dynamic gate regulating pocket access, provides essential anchoring points once the ligand is bound, and contributes to receptor activation. These findings provide a mechanistic framework for immunogenic mc-3-OH-FA sensing by LORE.

plant biology↗

Multiple mTOR RNA localization signals regulate subcellular protein synthesis and axonal growth

Subcellular localization of mTOR is thought to be key for regulating cell size and growth, but the relative contributions of mRNA versus protein localization are unclear. We used reporter mRNA localization assays to identify two distinct mTOR Localizing Sequences (MLS) in its 5UTR, in addition to the localization activity already reported for the 3UTR. Gene-edited mice with deletion of both 5UTR MLS are mTOR hypomorphs with reduced body weight and brain size. In contrast, a mouse line lacking the second 5UTR MLS and the 3UTR retains near normal overall mTOR expression levels with specific subcellular perturbation of mTOR localization to neuronal axons. This subcellular mTOR deficit affects axonal local protein synthesis and neuronal growth. Thus, mTOR transcripts are localized by multiple UTR sequences, and subcellular localization of mTOR mRNA regulates local protein synthesis and neuronal growth.

neuroscience↗

Molecular atlas of key food odorants reveals structured aroma organization and enables generative aroma design

Food aromas arise from complex combinations of odorants, yet how these combinations are organized across foods to define aroma identity remains unclear. Decoding this "aroma code" could help bridge the sensory gap between traditional foods and sustainable alternatives, which often struggle with off-notes or to replicate consumer-expected flavor profiles. Here we present KFO-Atlas, a molecular atlas of 896 key food odorants curated from 2,282 food aroma formulations. Analysis shows that food aromas are built from sparse and structured sets of odorants. Plant-derived foods span a broad and diverse aroma space, whereas animal-derived foods tend to exhibit more similar odorant sets. In specific cases, distinct plant- and animal-based foods converge on similar odorant compositions through shared reaction pathways. Building on these insights, we develop a generative AI model that produces category-targeted aroma formulations and validate its outputs by blinded human sensory evaluation. As a proof of principle, the model reconstructs meat-like aromas using exclusively plant-derived odorants, demonstrating a data-driven route to address sensory bottlenecks in sustainable food products.

systems biology↗

Targeted and efficient AAV therapy for neuroblastoma via direct capsid-antibody coupling

Adeno-associated viral (AAV) vectors are widely used in gene therapy for their versatility and safety, but their broad tropism limits cell-specific applications such as targeting primary or metastatic tumor cells. To address this, we developed AAV-STITCH, a strategy using SpyTag technology to covalently attach polypeptides to the AAV capsid. This allows precise, dose-dependent coupling of an anti-GD2 ScFv to a galactose-binding-deficient AAV9-W503A capsid, redirecting tropism specifically to GD2-expressing neuroblastoma (NB) cells. In pseudometastatic xenograft mouse models, AAV-STITCHGD2 selectively transduced NB tumor cells without transduction of healthy tissues. Furthermore, delivery of a suicide gene via AAV-STITCHGD2 suppressed tumor growth and extended survival in mice with subcutaneous and pseudometastatic NB xenografts. These findings establish the feasibility of engineering AAVs with cell-type-specific transduction properties, providing a powerful and adaptable platform for the selective elimination of NB tumor cells. This technology marks a meaningful advance toward next-generation, targeted cancer therapies with strong clinical potential.

bioengineering↗

Modeling the Orthosteric Binding Site of the G Protein-Coupled Odorant Receptor OR5K1

With approximately 400 encoding genes in humans, odorant receptors (ORs) are the largest subfamily of class A G protein-coupled receptors (GPCRs). Despite its high relevance and representation, the odorant-GPCRome is structurally poorly characterized: no experimental structures are available, and the low sequence identity of ORs to experimentally solved GPCRs is a significant challenge for their modeling. Moreover, the receptive range of most ORs is unknown. The odorant receptor OR5K1 was recently and comprehensively characterized in terms of cognate agonists. Here we report two additional agonists and functional data of the most potent compound on two mutants, L1043.32 and L2556.51. Experimental data was used to guide the investigation of the binding modes of OR5K1 ligands into the orthosteric binding site using structural information from AI-driven modeling, as recently released in the AlphaFold Protein Structure Database, and from homology modeling. Induced-fit docking simulations were used to sample the binding site conformational space for ensemble docking. Mutagenesis data guided side chain residue sampling and model selection. We obtained models that could better rationalize the different activity of active (agonist) versus inactive molecules with respect to starting models, and also capture differences in activity related to minor structural differences. Therefore, we provide a model refinement protocol that can be applied to model the orthosteric binding site of ORs as well as that of GPCRs with low sequence identity to available templates.

molecular biology↗

A conditional null allele of Dync1h1 enables targeted analyses of dynein roles in neuronal length sensing and neurological disorders

Size homeostasis is one of the most fundamental aspects of biology and it is particularly important for large cells as neurons. We have previously proposed a motor-dependent length-sensing and growth-regulating mechanism wherein a partial reduction in the levels of microtubule motor proteins should lead to accelerated neuronal growth. This prediction was originally validated in sensory neurons heterozygous for the Loa point mutation in dynein heavy chain 1 (Dync1h1Loa). Here we describe a new mouse model with a conditional allele allowing deletion of exons 24-25 in Dync1h1. Homozygous Islet1-Cre deletion of Dync1h1 is embryonic lethal, but heterozygous animals (Isl1-Dync1h1+/-) survive to adulthood with approximately 50% dynein expression in targeted cell types. Isl1-Dync1h1+/- adult sensory neurons reveal an accelerated growth phenotype, similar to that previously reported in Dync1h1Loa neurons. Moreover, Isl1-Dync1h1+/- mice show mild impairments in gait, proprioception and tactile sensation; and slightly impaired recovery from peripheral nerve injury. Thus, conditional deletion of Dync1h1 exons 24-25 enables targeted studies of the role of dynein in neuronal growth and neurological disorders.

neuroscience↗

DYNLRB1 is Essential for Dynein Mediated Transport and Neuronal Survival

The cytoplasmic dynein motor complex transports essential signals and organelles from the cell periphery to perinuclear region, hence is critical for the survival and function of highly polarized cells such as neurons. Dynein Light Chain Roadblock-Type 1 (DYNLRB1) is thought to be an accessory subunit required for specific cargos, but here we show that it is essential for general dynein-mediated transport and sensory neuron survival. Homozygous Dynlrb1 null mice are not viable and die during early embryonic development. Furthermore, heterozygous or adult knockdown animals display reduced neuronal growth, and selective depletion of Dynlrb1 in proprioceptive neurons compromises their survival. Conditional depletion of Dynlrb1 in sensory neurons causes deficits in several signaling pathways, including {beta}-catenin subcellular localization, and a severe impairment in the axonal transport of both lysosomes and retrograde signaling endosomes. Hence, DYNLRB1 is an essential component of the dynein complex.

neuroscience↗