Enrico Lavagna

Dr. Enrico Lavagna

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Research Focus & Metrics

Academic Career Length

6Years (2021-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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7 September 2021 in Journal of Chemical Theory and Computation
Verified
Journal Article
Open access
SSSebastian Salassi
Sebastian Salassi
LCLucrezia Caselli
Lucrezia Caselli
JCJacopo Cardellini
Jacopo Cardellini
ELEnrico Lavagna
Enrico Lavagna
CMCostanza Montis
Costanza Montis
GRGiulia Rossi
Giulia Rossi
Citrate capping is one of the most common strategies to achieve the colloidal stability of Au nanoparticles (NPs) with diameters ranging from a few to hundreds of nanometers. Citrate-capped Au nanoparticles (CNPs) represent a step of the synthesis of Au NPs with specific functionalities, as CNPs can be further functionalized via ligand-exchange reactions, leading to the replacement of citrate with other organic ligands. In vitro, CNPs are also used to address the fundamental aspects of NP–membrane interactions, as they can directly interact with cells or model cell membranes. Their affinity for the bilayer is again mediated by the exchange of citrate with lipid molecules. Here, we propose a new computational model of CNPs compatible with the coarse grained Martini force field. The model, which we develop and validate through an extensive comparison with new all-atom molecular dynamics (MD) simulations and UV–vis and Fourier transform infrared spectroscopy data, is aimed at the MD simulation of the interaction between citrate-capped NPs and model phosphatidylcholine lipid membranes. As a test application we show that, during the interaction between a single CNP and a flat planar 1-palmitoyl-2-oleoyl-sn-glycero-3-phosphocholine bilayer, the citrate coating is spontaneously replaced by lipids on the surface of Au NPs, while the NP size and shape determine the final structural configuration of the NP–bilayer complex.

1 March 2022 in The Journal of Physical Chemistry C
Verified
Journal Article
Open access
JCJacopo Cardellini
Jacopo Cardellini
LCLucrezia Caselli
Lucrezia Caselli
ELEnrico Lavagna
Enrico Lavagna
SSSebastian Salassi
Sebastian Salassi
HAHeinz Amenitsch
Heinz Amenitsch
DBDebora Berti
Debora Berti
In recent years, many efforts have been devoted to investigating the interaction of nanoparticles (NPs) with lipid biomimetic interfaces, both from a fundamental perspective aimed at understanding relevant phenomena occurring at the nanobio interface and from an application standpoint for the design of novel lipid–nanoparticle hybrid materials. In this area, recent reports have revealed that citrate-capped gold nanoparticles (AuNPs) spontaneously associate with synthetic phospholipid liposomes and, in some cases, self-assemble on the lipid bilayer. However, the mechanistic and kinetic aspects of this phenomenon are not yet completely understood. In this study, we address the kinetics of interaction of citrate-capped AuNP with lipid vesicles of different rigidities (gel-phase rigid membranes on one side and liquid-crystalline-phase soft membranes on the other). The formation of AuNP–lipid vesicle hybrids was monitored over different time and length scales, combining experiments and simulation. The very first AuNP–membrane contact was addressed through molecular dynamics simulations, while the structure, morphology, and physicochemical features of the final colloidal objects were studied through UV–visible spectroscopy, small-angle X-ray scattering, dynamic light scattering, and cryogenic electron microscopy. Our results highlight that the physical state of the membrane triggers a series of events at the colloidal length scale, which regulate the final morphology of the AuNP–lipid vesicle adducts. For lipid vesicles with soft membranes, the hybrids appear as single vesicles decorated by AuNPs, while more rigid membranes lead to flocculation with AuNPs acting as bridges between vesicles. Overall, these results contribute to a mechanistic understanding of the adhesion or self-assembly of AuNPs onto biomimetic membranes, which is relevant for phenomena occurring at the nano–bio interfaces and provide design principles to control the morphology of lipid vesicle–inorganic NP hybrid systems.

29 June 2022 in Membranes
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Journal Article
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Ester CanepaEster Canepa
Ester Canepa
ARAnnalisa Relini
Annalisa Relini
DBDavide Bochicchio
Davide Bochicchio
ELEnrico Lavagna
Enrico Lavagna
Andrea MescolaAndrea Mescola
Andrea Mescola
Functional peptides are now widely used in a myriad of biomedical and clinical contexts, from cancer therapy and tumor targeting to the treatment of bacterial and viral infections. Underlying this diverse range of applications are the non-specific interactions that can occur between peptides and cell membranes, which, in many contexts, result in spontaneous internalization of the peptide within cells by avoiding energy-driven endocytosis. For this to occur, the amphipathicity and surface structural flexibility of the peptides play a crucial role and can be regulated by the presence of specific molecular residues that give rise to precise molecular events. Nevertheless, most of the mechanistic details regulating the encounter between peptides and the membranes of bacterial or animal cells are still poorly understood, thus greatly limiting the biomimetic potential of these therapeutic molecules. In this arena, finely engineered nanomaterials—such as small amphiphilic gold nanoparticles (AuNPs) protected by a mixed thiol monolayer—can provide a powerful tool for mimicking and investigating the physicochemical processes underlying peptide-lipid interactions. Within this perspective, we present here a critical review of membrane effects induced by both amphiphilic AuNPs and well-known amphiphilic peptide families, such as cell-penetrating peptides and antimicrobial peptides. Our discussion is focused particularly on the effects provoked on widely studied model cell membranes, such as supported lipid bilayers and lipid vesicles. Remarkable similarities in the peptide or nanoparticle membrane behavior are critically analyzed. Overall, our work provides an overview of the use of amphiphilic AuNPs as a highly promising tailor-made model to decipher the molecular events behind non-specific peptide-lipid interactions and highlights the main affinities observed both theoretically and experimentally. The knowledge resulting from this biomimetic approach could pave the way for the design of synthetic peptides with tailored functionalities for next-generation biomedical applications, such as highly efficient intracellular delivery systems.

25 December 2024 in bioRxiv
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Preprint
Open access
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ISIris B. A. Smokers
Iris B. A. Smokers
ELEnrico Lavagna
Enrico Lavagna
RFRafael V. M. Freire
Rafael V. M. Freire
MPMatteo Paloni
Matteo Paloni
Ilja VoetsIlja Voets
Ilja Voets
ESEvan Spruijt
Evan Spruijt
Biomolecular condensates modulate various ion-dependent cellular processes and can regulate subcellular ion distributions by selective uptake of ions. However, the molecular grammar governing condensate-ion interactions is poorly understood. Here, we use NMR spectroscopy of ions and model condensate components to quantify and spatially resolve selective ion binding to condensates and show that these interactions follow the law of matching water affinities, resulting in strong binding between proteins and chaotropic anions, and between nucleic acids and kosmotropic cations. Ion uptake into condensates directly follows binding affinities, resulting in selective uptake of strong-binding ions, but exclusion of weak-binding ions. Ion binding further shapes the condensate microenvironment by altering the composition, viscosity and interface potential. Such changes can have profound effects on biochemical processes taking place inside condensates, as we show for RNA duplex formation. Our findings provide a new perspective on the role of condensate-ion interactions in cellular bio- and electrochemistry and may aid design of condensate-targeting therapeutics.

14 October 2025 in bioRxiv
Verified
Preprint
Open access
ELEnrico Lavagna
Enrico Lavagna
FDFrancesco Delfino
Francesco Delfino
GKGeorgii Koniukov
Georgii Koniukov
MPMatteo Paloni
Matteo Paloni
LCLuca Ciandrini
Luca Ciandrini
ABAlessandro Barducci
Alessandro Barducci
Biomolecular condensates are dynamic cellular assemblies often regulated by energy-consuming processes such as post-translational modifications (PTMs). These reactions can act as molecular switches that control condensate assembly and dissolution, or sustain non-equilibrium steady states that support biological function. Nevertheless, how reaction dynamics couple to spatial organization at the molecular scale remains poorly understood. Here, we introduce a minimal molecular model to study enzymatic regulation of condensate assembly and structure under thermodynamic constraints. Our simulations reveal a non-monotonic dependence of condensate stability on modification strength, identifying an optimal regime for active control. We further find that chemical activity becomes spatially localized at the condensate interface, which emerges as a key reactive hub shaped by local molecular environments. Together, these results show how thermodynamically consistent, particle-based simulations can provide insight into principles of active condensate regulation at molecular resolution.

22 November 2021 in bioRxiv
Verified
Preprint
Open access
PDF file
ELEnrico Lavagna
Enrico Lavagna
DBDavide Bochicchio
Davide Bochicchio
AMAnna L. De Marco
Anna L. De Marco
ZGZekiye P. Güven
Zekiye P. Güven
FSFrancesco Stellacci
Francesco Stellacci
GRGiulia Rossi
Giulia Rossi
The control of the aggregation of biomedical nanoparticles (NP) in physiological conditions is crucial as clustering may change completely the way they interact with the biological environment. Here we show that Au nanoparticles, functionalized by an anionic, amphiphilic shell, spontaneously aggregate in fluid zwitterionic lipid bilayers. We use Molecular Dynamics and enhanced sampling techniques to disentangle the short-range and long-range driving forces of aggregation. At short inter-particle distances, ion-mediated, charge-charge interactions (ion bridging) stabilize the formation of large NP aggregates, as confirmed by cryo-electron microscopy. Lipid depletion and membrane curvature are the main membrane deformations driving long-range NP-NP attraction. Ion bridging, lipid depletion, and membrane curvature stem from the configurational flexibility of the nanoparticle shell. Our simulations show, more in general, that the aggregation of same-charge membrane inclusions can be expected as a result of intrinsically nanoscale effects taking place at the NP-NP and NP-bilayer soft interfaces.