Luca Manciocchi

Mr. Luca Manciocchi

orcid

Research Focus & Metrics

Academic Career Length

3Years (2024-Present)

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

Representative Publications

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13 March 2025 in Chemical Communications
Verified
Journal Article
Open access
PDF file
ABAlexandre Bianchi
Alexandre Bianchi
FMF. Marquenet
F. Marquenet
LMLuca Manciocchi
Luca Manciocchi
MSMartin Spichty
Martin Spichty
Katharina FrommKatharina Fromm
Katharina Fromm
The binding of metal ions in proteins is often crucial for their function and hence for life. Silver is known to possess antimicrobial properties, yet little is known about the exact molecular mechanism of action. Based on the silver binding tetrapeptide moieties HX1X2M, and MX1X2H found in the silver efflux pump protein SilE, we studied the influence of the individual amino acids X1 and X2 and found trends that may be important in general metal ion binding in proteins.

25 February 2025 in Biophysica
Verified
Journal Article
Open access
PDF file
LMLuca Manciocchi
Luca Manciocchi
ABAlexandre Bianchi
Alexandre Bianchi
VMValérie Mazan
Valérie Mazan
Mark PotapovMark Potapov
Mark Potapov
Katharina FrommKatharina Fromm
Katharina Fromm
MSMartin Spichty
Martin Spichty
Silver(I) ions and organometallic complexes thereof are well-established antimicrobial agents. They have been employed in medical applications for centuries. It is also known that some bacteria can resist silver(I) treatments through an efflux mechanism. However, the exact mechanism of action remains unclear. All-atom force-field simulations can provide valuable structural and thermodynamic insights into the molecular processes of the underlying mechanism. Lennard-Jones parameters of silver(I) have been available for quite some time; their applicability to properly describing the binding properties (affinity, binding distance) between silver(I) and peptide-based binding motifs is, however, still an open question. Here, we demonstrate that the standard 12-6 Lennard-Jones parameters (previously developed to describe the hydration free energy with the TIP3P water model) significantly underestimate the interaction strength between silver(I) and both methionine and histidine. These are two key amino-acid residues in silver(I)-binding motifs of proteins involved in the efflux process. Using free-energy calculations, we calibrated non-bonded fix (NBFIX) parameters for the CHARMM36m force field to reproduce the experimental binding constant between amino acid sidechain fragments and silver(I) ions. We then successfully validated the new parameters on a set of small silver-binding peptides with experimentally known binding constants. In addition, we monitored how silver(I) ions increased the α-helical content of the LP1 oligopeptide, in agreement with previously reported Circular Dichroism (CD) experiments. Future improvements are outlined. The implementation of these new parameters is straightforward in all simulation packages that can use the CHARMM36m force field. It sets the stage for the modeling community to study more complex silver(I)-binding processes such as the interaction with silver(I)-binding-transporter proteins.

3 December 2024 in bioRxiv
Verified
Preprint
Open access
PDF file
LMLuca Manciocchi
Luca Manciocchi
ABAlexandre Bianchi
Alexandre Bianchi
VMValérie Mazan
Valérie Mazan
Mark PotapovMark Potapov
Mark Potapov
Katharina FrommKatharina Fromm
Katharina Fromm
MSMartin Spichty
Martin Spichty
Silver(I) ions and organometallic complexes thereof are well established antimicrobial agents. They have been employed in medical applications for centuries. It is also known that some bacteria can resist to silver(I) treatments through an efflux mechanism. However, the exact mechanism of action remains unclear. All-atom force-field simulations can provide valuable structural and thermodynamic insights on the molecular processes of the underlying mechanism. Lennard-Jones parameters of silver(I) have been available for quite some time; their applicability to describe properly the binding properties (affinity, binding distance) between silver(I) and peptide-based binding motifs is, however, still an open question. Here, we demonstrate that the standard 12-6 Lennard-Jones parameters (previously developed to describe the hydration free energy with the TIP3P water model) significantly underestimate the interaction strength between silver(I) and both methionine and histidine. These are two key amino-acid residues in silver(I)-binding motifs of proteins involved in the efflux process. Using free-energy calculations, we calibrated non-bonded fix (NBFIX) parameters for the CHARMM36m force field to reproduce the experimental binding constant between amino acid sidechain fragments and silver(I) ions. We then successfully validated the new parameters on a set of small silver-binding peptides with experimentally known binding constants. In addition, we could monitor how silver(I) ions increase the α-helical content of the LP1 oligopeptide, in agreement with previously reported Circular Dichroism (CD) experiments. Future improvements are outlined. The implementation of these new parameters is straightforward in all simulation packages that can use the CHARMM36m force field. It sets the stage for the modeling community to study more complex silver(I)-binding processes such as the interaction with silver(I)-binding-transporter proteins.