38 results on '"Pagliara, S."'
Search Results
2. Ethics and biomedical engineering for well-being: a cocreation study of remote services for monitoring and support
- Author
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Maccaro, A., Pagliara, S. M., Zarro, M., Piaggio, D., Abdulsalami, F., Su, W., Haleem, M. S., and Pecchia, L.
- Published
- 2023
- Full Text
- View/download PDF
3. Coherent Vibrations Promote Charge-Transfer across a Graphene-Based Interface
- Author
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Casotto, Andrea, Rukin, P. S., Fresch, E., Prezzi, D., Freddi, Sonia, Sangaletti, Luigi Ermenegildo, Rozzi, C. A., Collini, E., Pagliara, Stefania, Casotto A., Freddi S. (ORCID:0000-0002-5157-881X), Sangaletti L. (ORCID:0000-0001-9312-5862), Pagliara S. (ORCID:0000-0003-2966-3361), Casotto, Andrea, Rukin, P. S., Fresch, E., Prezzi, D., Freddi, Sonia, Sangaletti, Luigi Ermenegildo, Rozzi, C. A., Collini, E., Pagliara, Stefania, Casotto A., Freddi S. (ORCID:0000-0002-5157-881X), Sangaletti L. (ORCID:0000-0001-9312-5862), and Pagliara S. (ORCID:0000-0003-2966-3361)
- Abstract
Discerning the impact of the coherent motion of the nuclei on the timing and efficiency of charge transfer at the donor-acceptor interface is essential for designing performance-enhanced optoelectronic devices. Here, we employ an experimental approach using photocurrent detection in coherent multidimensional spectroscopy to excite a donor aromatic macrocycle and collect the charge transferred to a 2D acceptor layer. For this purpose, we prepared a cobalt phthalocyanine-graphene (CoPc-Gr) interface. Unlike blends, the well-ordered architecture achieved through the physical separation of the two layers allows us to unambiguously collect the electrical signal from graphene alone and associate it with a microscopic understanding of the whole process. The CoPc-Gr interface exhibits an ultrafast electron-transfer signal, stemming from an interlayer mechanism. Remarkably, the signal presents an oscillating time evolution modulated by coherent vibrations originating from the laser-excited CoPc states. By performing Fourier analysis on the beatings and correlating it with the Raman features, along with a comprehensive first-principles characterization of the vibrational coupling in the CoPc excited states, we successfully identify both the orbitals and molecular vibrations that promote the charge transfer at the interface.
- Published
- 2024
4. Detection of a Coherent Excitonic State in the Layered Semiconductor BiI3
- Author
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Gosetti, Valentina, Cervantes-Villanueva, J., Sangalli, D., Molina-Sánchez, A., Agekyan, V. F., Giannetti, Claudio, Sangaletti, Luigi Ermenegildo, Mor, Selene, Pagliara, Stefania, Gosetti V., Giannetti C. (ORCID:0000-0003-2664-9492), Sangaletti L. (ORCID:0000-0001-9312-5862), Mor S. (ORCID:0000-0002-9067-8055), Pagliara S. (ORCID:0000-0003-2966-3361), Gosetti, Valentina, Cervantes-Villanueva, J., Sangalli, D., Molina-Sánchez, A., Agekyan, V. F., Giannetti, Claudio, Sangaletti, Luigi Ermenegildo, Mor, Selene, Pagliara, Stefania, Gosetti V., Giannetti C. (ORCID:0000-0003-2664-9492), Sangaletti L. (ORCID:0000-0001-9312-5862), Mor S. (ORCID:0000-0002-9067-8055), and Pagliara S. (ORCID:0000-0003-2966-3361)
- Abstract
The measurement and manipulation of the coherent dynamics of excitonic states constitute a forefront research challenge in semiconductor optics and quantum-coherence-based protocols for optoelectronic technologies. Layered semiconductors have emerged as an ideal platform for the study of exciton dynamics with accessible and technologically relevant energy and time scales. Here, we investigate the subpicosecond exciton dynamics in a van der Waals semiconductor upon quasi-resonant excitation and achieve to single out an incipient coherent excitonic state. Combining broad-band transient reflectance spectroscopy and simulations based on many-body perturbation theory, we reveal a transient enhancement of the excitonic line intensity that originates from photoinduced coherent polarization that is phase-locked with the interacting electromagnetic field. This finding allows us to define the spectral signature of a coherent excitonic state and to experimentally track the dynamical crossover from coherent to incoherent exciton, unlocking the prospective optical control of an exciton population on the intrinsic quantum-coherence time scale.
- Published
- 2024
5. Fate of Optical Excitons in FAPbI3 Nanocube Superlattices
- Author
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Milloch, Alessandra, Filippi, Umberto, Franceschini, Paolo, Mor, Selene, Pagliara, Stefania, Ferrini, Gabriele, Camargo, F. V. A., Cerullo, G., Baranov, D., Manna, L., Giannetti, Claudio, Milloch A. (ORCID:0000-0003-1790-0462), Filippi U., Franceschini P., Mor S. (ORCID:0000-0002-9067-8055), Pagliara S. (ORCID:0000-0003-2966-3361), Ferrini G. (ORCID:0000-0002-5062-9099), Giannetti C. (ORCID:0000-0003-2664-9492), Milloch, Alessandra, Filippi, Umberto, Franceschini, Paolo, Mor, Selene, Pagliara, Stefania, Ferrini, Gabriele, Camargo, F. V. A., Cerullo, G., Baranov, D., Manna, L., Giannetti, Claudio, Milloch A. (ORCID:0000-0003-1790-0462), Filippi U., Franceschini P., Mor S. (ORCID:0000-0002-9067-8055), Pagliara S. (ORCID:0000-0003-2966-3361), Ferrini G. (ORCID:0000-0002-5062-9099), and Giannetti C. (ORCID:0000-0003-2664-9492)
- Abstract
Understanding the nature of the photoexcitation and ultrafast charge dynamics pathways in organic halide perovskite nanocubes and their aggregation into superlattices is key for potential applications as tunable light emitters, photon-harvesting materials, and light-amplification systems. In this work, we apply two-dimensional coherent electronic spectroscopy (2DES) to track in real time the formation of near-infrared optical excitons and their ultrafast relaxation in CH(NH2)2PbI3 nanocube superlattices. Our results unveil that the coherent ultrafast dynamics is limited by the combination of the inherent short exciton decay time (≃40 fs) and the dephasing due to the coupling with selective optical phonon modes at higher temperatures. On the picosecond time scale, we observe the progressive formation of long-lived localized trap states. The analysis of the temperature dependence of the excitonic intrinsic line width, as extracted by the antidiagonal components of the 2D spectra, unveils a dramatic change of the excitonic coherence time across the cubic to tetragonal structural transition. Our results offer a new way to control and enhance the ultrafast coherent dynamics of photocarrier generation in hybrid halide perovskite synthetic solids.
- Published
- 2024
6. Effect of Photoinduced Screening on the Spectroscopic Signature of Exciton-Phonon Coupling
- Author
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Mor, Selene, Gosetti, Valentina, Agekyan, V. F., Giannetti, Claudio, Sangaletti, Luigi Ermenegildo, Pagliara, Stefania, Mor S. (ORCID:0000-0002-9067-8055), Gosetti V., Giannetti C. (ORCID:0000-0003-2664-9492), Sangaletti L. (ORCID:0000-0001-9312-5862), Pagliara S. (ORCID:0000-0003-2966-3361), Mor, Selene, Gosetti, Valentina, Agekyan, V. F., Giannetti, Claudio, Sangaletti, Luigi Ermenegildo, Pagliara, Stefania, Mor S. (ORCID:0000-0002-9067-8055), Gosetti V., Giannetti C. (ORCID:0000-0003-2664-9492), Sangaletti L. (ORCID:0000-0001-9312-5862), and Pagliara S. (ORCID:0000-0003-2966-3361)
- Abstract
The light-mediated interaction of fermionic and bosonic excitations governs the optoelectronic properties of condensed matter systems. In photoexcited semiconductors, the coupling of electron-hole pairs (excitons) to coherent optical phonons enables a modulation of the excitonic resonance that is phase-locked to the frequency of the coupled vibrational mode. Moreover, due to the Coulombic nature of excitons, their dynamics are sensitive to transient changes in the screening by the photoexcited carriers. Interestingly, the effect of photoinduced screening on the transient optical signal originating from the exciton dynamics coupled to phonons is not yet established. By means of broadband transient reflectance spectroscopy, we disclose how exciton-phonon coupling manifests in either the presence or absence of dynamical screening in a layered semiconductor. Furthermore, we unveil the promoting role of photoinduced screening on these exciton-phonon coupled dynamics as opposed to the case in which the unscreened exciton-exciton repulsion likely dominates the nonequilibrium optical response. These findings set a protocol to look at an excitonic resonance and its fundamental many-body interactions on the ultrafast timescale and provide new perspectives on the access to nonequilibrium coupled dynamics.
- Published
- 2024
7. Targeting biomarkers in the gas phase through a chemoresistive electronic nose based on graphene functionalized with metal phthalocyanines
- Author
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Freddi, S, Marzuoli, C, Pagliara, S, Drera, G, Sangaletti, L, Freddi S, Marzuoli C, Pagliara S, Drera G, Sangaletti L, Freddi, S, Marzuoli, C, Pagliara, S, Drera, G, Sangaletti, L, Freddi S, Marzuoli C, Pagliara S, Drera G, and Sangaletti L
- Abstract
Electronic noses (e-noses) have received considerable interest in the past decade as they can match the emerging needs of modern society such as environmental monitoring, health screening, and food quality tracking. For practical applications of e-noses, it is necessary to collect large amounts of data from an array of sensing devices that can detect interactions with molecules reliably and analyze them via pattern recognition. The use of graphene (Gr)-based arrays of chemiresistors in e-noses is still virtually missing, though recent reports on Gr-based chemiresistors have disclosed high sensing performances upon functionalization of the pristine layer, opening up the possibility of being implemented into e-noses. In this work, with the aim of creating a robust and chemically stable interface that combines the chemical properties of metal phthalocyanines (M-Pc, M = Fe, Co, Ni, Zn) with the superior transport properties of Gr, an array of Gr-based chemiresistor sensors functionalized with drop-cast M-Pc thin layers has been developed. The sensing capability of the array was tested towards biomarkers for breathomics application, with a focus on ammonia (NH3). Exposure to NH3 has been carried out drawing the calibration curve and estimating the detection limit for all the sensors. The discrimination capability of the array has then been tested, carrying out exposure to several gases (hydrogen sulfide, acetone, ethanol, 2-propanol, water vapour and benzene) and analysing the data through principal component analysis (PCA). The PCA pattern recognition results show that the developed e-nose is able to discriminate all the tested gases through the synergic contribution of all sensors.
- Published
- 2023
8. Coherent control of the orbital occupation driving the insulator-to-metal Mott transition in V2 O3
- Author
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Franceschini P., Policht V.R., Milloch A., Ronchi A., Mor S., Mellaerts S., Hsu W.-F., Pagliara S., Ferrini G., Banfi F., Fabrizio M., Menghini, Mariela, Locquet J.-P., Dal Conte S., Cerullo G., Giannetti C., Franceschini P., Policht V.R., Milloch A., Ronchi A., Mor S., Mellaerts S., Hsu W.-F., Pagliara S., Ferrini G., Banfi F., Fabrizio M., Menghini, Mariela, Locquet J.-P., Dal Conte S., Cerullo G., and Giannetti C.
- Published
- 2023
9. Coherent control of the orbital occupation driving the insulator-to-metal Mott transition in V2 O3
- Author
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Franceschini, Paolo, Policht, V. R., Milloch, Alessandra, Ronchi, Andrea, Mor, Selene, Mellaerts, S., Hsu, W. F., Pagliara, Stefania, Ferrini, Gabriele, Banfi, Francesco, Fabrizio, M., Menghini, M., Locquet, J. P., Dal Conte, S., Cerullo, G., Giannetti, Claudio, Franceschini P., Milloch A. (ORCID:0000-0003-1790-0462), Ronchi A., Mor S. (ORCID:0000-0002-9067-8055), Pagliara S. (ORCID:0000-0003-2966-3361), Ferrini G. (ORCID:0000-0002-5062-9099), Banfi F. (ORCID:0000-0002-7465-8417), Giannetti C. (ORCID:0000-0003-2664-9492), Franceschini, Paolo, Policht, V. R., Milloch, Alessandra, Ronchi, Andrea, Mor, Selene, Mellaerts, S., Hsu, W. F., Pagliara, Stefania, Ferrini, Gabriele, Banfi, Francesco, Fabrizio, M., Menghini, M., Locquet, J. P., Dal Conte, S., Cerullo, G., Giannetti, Claudio, Franceschini P., Milloch A. (ORCID:0000-0003-1790-0462), Ronchi A., Mor S. (ORCID:0000-0002-9067-8055), Pagliara S. (ORCID:0000-0003-2966-3361), Ferrini G. (ORCID:0000-0002-5062-9099), Banfi F. (ORCID:0000-0002-7465-8417), and Giannetti C. (ORCID:0000-0003-2664-9492)
- Abstract
Managing light-matter interactions on timescales faster than the loss of electronic coherence is key for achieving full quantum control of the final products in solid-solid transformations. In this Letter, we demon-strate coherent optical control of the orbital occupation that determines the insulator-to-metal transition in the prototypical Mott insulator V2O3. Selective excitation of a specific interband transition with two phase-locked light pulses manipulates the occupation of the correlated bands in a way that depends on the coherent evolution of the photoinduced superposition of states. A comparison between experimental results and numerical solutions of the optical Bloch equations provides an electronic coherence time on the order of 5 fs. Temperature-dependent experiments suggest that the electronic coherence time is enhanced in the vicinity of the insulator-to-metal transition critical temperature, thus highlighting the role of fluctuations in determining the electronic coherence. These results open different routes to selectively switch the functionalities of quantum materials and coherently control solid-solid electronic transformations.
- Published
- 2023
10. Targeting biomarkers in the gas phase through a chemoresistive electronic nose based on graphene functionalized with metal phthalocyanines
- Author
-
Freddi, Sonia, Marzuoli, C., Pagliara, Stefania, Drera, Giovanni, Sangaletti, Luigi Ermenegildo, Freddi S. (ORCID:0000-0002-5157-881X), Pagliara S. (ORCID:0000-0003-2966-3361), Drera G. (ORCID:0000-0002-3871-9227), Sangaletti L. (ORCID:0000-0001-9312-5862), Freddi, Sonia, Marzuoli, C., Pagliara, Stefania, Drera, Giovanni, Sangaletti, Luigi Ermenegildo, Freddi S. (ORCID:0000-0002-5157-881X), Pagliara S. (ORCID:0000-0003-2966-3361), Drera G. (ORCID:0000-0002-3871-9227), and Sangaletti L. (ORCID:0000-0001-9312-5862)
- Abstract
Electronic noses (e-noses) have received considerable interest in the past decade as they can match the emerging needs of modern society such as environmental monitoring, health screening, and food quality tracking. For practical applications of e-noses, it is necessary to collect large amounts of data from an array of sensing devices that can detect interactions with molecules reliably and analyze them via pattern recognition. The use of graphene (Gr)-based arrays of chemiresistors in e-noses is still virtually missing, though recent reports on Gr-based chemiresistors have disclosed high sensing performances upon functionalization of the pristine layer, opening up the possibility of being implemented into e-noses. In this work, with the aim of creating a robust and chemically stable interface that combines the chemical properties of metal phthalocyanines (M-Pc, M = Fe, Co, Ni, Zn) with the superior transport properties of Gr, an array of Gr-based chemiresistor sensors functionalized with drop-cast M-Pc thin layers has been developed. The sensing capability of the array was tested towards biomarkers for breathomics application, with a focus on ammonia (NH3). Exposure to NH3 has been carried out drawing the calibration curve and estimating the detection limit for all the sensors. The discrimination capability of the array has then been tested, carrying out exposure to several gases (hydrogen sulfide, acetone, ethanol, 2-propanol, water vapour and benzene) and analysing the data through principal component analysis (PCA). The PCA pattern recognition results show that the developed e-nose is able to discriminate all the tested gases through the synergic contribution of all sensors.
- Published
- 2023
11. A Chemiresistor Sensor Array Based on Graphene Nanostructures: From the Detection of Ammonia and Possible Interfering VOCs to Chemometric Analysis
- Author
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Freddi, Sonia, Vergari, Michele, Pagliara, Stefania, Sangaletti, Luigi Ermenegildo, Freddi S. (ORCID:0000-0002-5157-881X), Vergari M. (ORCID:0000-0001-7465-1445), Pagliara S. (ORCID:0000-0003-2966-3361), Sangaletti L. (ORCID:0000-0001-9312-5862), Freddi, Sonia, Vergari, Michele, Pagliara, Stefania, Sangaletti, Luigi Ermenegildo, Freddi S. (ORCID:0000-0002-5157-881X), Vergari M. (ORCID:0000-0001-7465-1445), Pagliara S. (ORCID:0000-0003-2966-3361), and Sangaletti L. (ORCID:0000-0001-9312-5862)
- Abstract
Sensor arrays are currently attracting the interest of researchers due to their potential of overcoming the limitations of single sensors regarding selectivity, required by specific applications. Among the materials used to develop sensor arrays, graphene has not been so far extensively exploited, despite its remarkable sensing capability. Here we present the development of a graphene-based sensor array prepared by dropcasting nanostructure and nanocomposite graphene solution on interdigitated substrates, with the aim to investigate the capability of the array to discriminate several gases related to specific applications, including environmental monitoring, food quality tracking, and breathomics. This goal is achieved in two steps: at first the sensing properties of the array have been assessed through ammonia exposures, drawing the calibration curves, estimating the limit of detection, which has been found in the ppb range for all sensors, and investigating stability and sensitivity; then, after performing exposures to acetone, ethanol, 2-propanol, sodium hypochlorite, and water vapour, chemometric tools have been exploited to investigate the discrimination capability of the array, including principal component analysis (PCA), linear discriminant analysis (LDA), and Mahalanobis distance. PCA shows that the array was able to discriminate all the tested gases with an explained variance around 95%, while with an LDA approach the array can be trained to accurately recognize unknown gas contribution, with an accuracy higher than 94%.
- Published
- 2023
12. Jet Scour in Cohesive and Non-Cohesive Soil
- Author
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Di Nardi, J., Palermo, M., Pagliara, S., and Bombardelli, F. A.
- Subjects
scour ,Cohesive soil ,turbulent jet ,hydraulic structures ,granular soil - Abstract
A safe design of hydraulic structures depends on reliable estimations of the scour generated by the interaction between flow, structure, and bed sediments. Non-cohesive and cohesive soils are characterized by very different scour processes. Consequently, the behavior of the two soil types under scour has usually been studied separately. More specifically, cohesive soils are subjected to significant interparticle forces, which affect the properties of the material, resulting in different erosion mechanisms. Because of the complexity of the problem, erosion processes have been mainly investigated experimentally, resulting in a variety of case-dependent predicting equations. Recent theoretical advancements contributed to clarify the physics of scour in granular materials, paving the way to the development of general tools for its assessment. Nevertheless, a systematic characterization of local erosion in different types of soil is still lacking. The aim of this paper is to present an updated summary of current knowledge on scour caused by circular jets for cohesive and non-cohesive soils, highlighting differences and similarities of the scour phenomenon. In so doing, we also point out the still-challenging aspects and the future lines of research.
- Published
- 2023
- Full Text
- View/download PDF
13. First Principles‐Based Approach for 3D Scour Processes Under Variable Jet Discharge
- Author
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Di Nardi, J., primary, Palermo, M., additional, Bombardelli, F. A., additional, and Pagliara, S., additional
- Published
- 2022
- Full Text
- View/download PDF
14. π-Orbital mediated charge transfer channels in a monolayer Gr-NiPc heterointerface unveiled by soft X-ray electron spectroscopies and DFT calculations
- Author
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Andrea Casotto, Giovanni Drera, Daniele Perilli, Sonia Freddi, Stefania Pagliara, Michele Zanotti, Luca Schio, Alberto Verdini, Luca Floreano, Cristiana Di Valentin, Luigi Sangaletti, Casotto, A, Drera, G, Perilli, D, Freddi, S, Pagliara, S, Zanotti, M, Schio, L, Verdini, A, Floreano, L, Di Valentin, C, and Sangaletti, L
- Subjects
XPS, ResPES, DFT, Phtalocyanine, graphene, charge transfer ,synchrotron ,graphene ,General Materials Science ,Settore FIS/03 - FISICA DELLA MATERIA ,photoemission - Abstract
With the aim to identify charge transfer channels underlying device development and operation, X-Ray Photoelectron Spectroscopy (XPS), Near-Edge X-Ray Absorption Fine Structure (NEXAFS), and Resonant Photoelectron Spectroscopy (ResPES) have been employed to characterize a novel heterointerface obtained by the controlled evaporation of a Nickel Phthalocyanine (NiPc) monolayer on a single layer of Graphene (Gr) on SiC substrate. Indeed, the Gr-NiPc interface could be a promising candidate for different applications in the field of photonics, optoelectronics, and sensing, provided that clear information on the charge transfer mechanisms at the Gr-NiPc interface can be obtained. The analysis of the spectroscopic data has shown the effective functionalization and the horizontally-flat disposition of the NiPc complexes over the Gr layer. With this geometry, the main intermolecular interaction experienced by the NiPc species is the coupling with the Gr substrate, through π-symmetry orbitals, as revealed by the different behaviour of the valence band photoemission at resonance with the N K-edge and Ni L3-edge. These results have been supported by the analysis of density functional theory (DFT) calculations, that allowed for a rationalization of the experimental data, showing that charge transfer at the interface occurs from the doubly degenerate eg LUMO orbital, involving mainly N and C (pyrrole ring) pz states, to the holes in the p-doped graphene layer.
- Published
- 2022
15. Antibiotic resistant bacteria survive treatment by doubling while shrinking.
- Author
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Campey A, Łapińska U, Chait R, Tsaneva-Atanasova K, and Pagliara S
- Subjects
- Drug Resistance, Bacterial genetics, Microbial Sensitivity Tests, Microbial Viability drug effects, Anti-Bacterial Agents pharmacology, Ciprofloxacin pharmacology, Escherichia coli drug effects, Escherichia coli genetics, Mutation
- Abstract
Many antibiotics that are used in healthcare, farming, and aquaculture end up in environments with different spatial structures that might promote heterogeneity in the emergence of antibiotic resistance. However, the experimental evolution of microbes at sub-inhibitory concentrations of antibiotics has been mainly carried out at the population level which does not allow capturing single-cell responses to antibiotics. Here, we investigate and compare the emergence of resistance to ciprofloxacin in Escherichia coli in well-mixed and structured environments using experimental evolution, genomics, and microfluidics-based time-lapse microscopy. We discover that resistance to ciprofloxacin and cross-resistance to other antibiotics is stronger in the well-mixed environment due to the emergence of target mutations, whereas efflux regulator mutations emerge in the structured environment. The latter mutants also harbor sub-populations of persisters that survive high concentrations of ciprofloxacin that inhibit bacterial growth at the population level. In contrast, genetically resistant bacteria that display target mutations also survive high concentrations of ciprofloxacin that inhibit their growth via population-level antibiotic tolerance. These resistant and tolerant bacteria keep doubling while shrinking in size in the presence of ciprofloxacin and regain their original size after antibiotic removal, which constitutes a newly discovered phenotypic response. This new knowledge sheds light on the diversity of strategies employed by bacteria to survive antibiotics and poses a stepping stone for understanding the link between mutations at the population level and phenotypic single-cell responses., Importance: The evolution of antimicrobial resistance poses a pressing challenge to global health with an estimated 5 million deaths associated with antimicrobial resistance every year globally. Here, we investigate the diversity of strategies employed by bacteria to survive antibiotics. We discovered that bacteria evolve genetic resistance to antibiotics while simultaneously displaying tolerance to very high doses of antibiotics by doubling while shrinking in size., Competing Interests: The authors declare no conflict of interest.
- Published
- 2024
- Full Text
- View/download PDF
16. Fate of Optical Excitons in FAPbI 3 Nanocube Superlattices.
- Author
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Milloch A, Filippi U, Franceschini P, Mor S, Pagliara S, Ferrini G, Camargo FVA, Cerullo G, Baranov D, Manna L, and Giannetti C
- Abstract
Understanding the nature of the photoexcitation and ultrafast charge dynamics pathways in organic halide perovskite nanocubes and their aggregation into superlattices is key for potential applications as tunable light emitters, photon-harvesting materials, and light-amplification systems. In this work, we apply two-dimensional coherent electronic spectroscopy (2DES) to track in real time the formation of near-infrared optical excitons and their ultrafast relaxation in CH(NH
2 )2 PbI3 nanocube superlattices. Our results unveil that the coherent ultrafast dynamics is limited by the combination of the inherent short exciton decay time (≃40 fs) and the dephasing due to the coupling with selective optical phonon modes at higher temperatures. On the picosecond time scale, we observe the progressive formation of long-lived localized trap states. The analysis of the temperature dependence of the excitonic intrinsic line width, as extracted by the antidiagonal components of the 2D spectra, unveils a dramatic change of the excitonic coherence time across the cubic to tetragonal structural transition. Our results offer a new way to control and enhance the ultrafast coherent dynamics of photocarrier generation in hybrid halide perovskite synthetic solids., Competing Interests: The authors declare no competing financial interest., (© 2024 The Authors. Published by American Chemical Society.)- Published
- 2024
- Full Text
- View/download PDF
17. Phage-induced efflux down-regulation boosts antibiotic efficacy.
- Author
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Kraus S, Fletcher ML, Łapińska U, Chawla K, Baker E, Attrill EL, O'Neill P, Farbos A, Jeffries A, Galyov EE, Korbsrisate S, Barnes KB, Harding SV, Tsaneva-Atanasova K, Blaskovich MAT, and Pagliara S
- Subjects
- Down-Regulation, Anti-Bacterial Agents pharmacology, Bacteriophages, Burkholderia drug effects
- Abstract
The interactions between a virus and its host vary in space and time and are affected by the presence of molecules that alter the physiology of either the host or the virus. Determining the molecular mechanisms at the basis of these interactions is paramount for predicting the fate of bacterial and phage populations and for designing rational phage-antibiotic therapies. We study the interactions between stationary phase Burkholderia thailandensis and the phage ΦBp-AMP1. Although heterogeneous genetic resistance to phage rapidly emerges in B. thailandensis, the presence of phage enhances the efficacy of three major antibiotic classes, the quinolones, the beta-lactams and the tetracyclines, but antagonizes tetrahydrofolate synthesis inhibitors. We discovered that enhanced antibiotic efficacy is facilitated by reduced antibiotic efflux in the presence of phage. This new phage-antibiotic therapy allows for eradication of stationary phase bacteria, whilst requiring reduced antibiotic concentrations, which is crucial for treating infections in sites where it is difficult to achieve high antibiotic concentrations., Competing Interests: The authors have declared that no competing interests exist., (Copyright: © 2024 Kraus et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
- Published
- 2024
- Full Text
- View/download PDF
18. Coherent Vibrations Promote Charge-Transfer across a Graphene-Based Interface.
- Author
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Casotto A, Rukin PS, Fresch E, Prezzi D, Freddi S, Sangaletti L, Rozzi CA, Collini E, and Pagliara S
- Abstract
Discerning the impact of the coherent motion of the nuclei on the timing and efficiency of charge transfer at the donor-acceptor interface is essential for designing performance-enhanced optoelectronic devices. Here, we employ an experimental approach using photocurrent detection in coherent multidimensional spectroscopy to excite a donor aromatic macrocycle and collect the charge transferred to a 2D acceptor layer. For this purpose, we prepared a cobalt phthalocyanine-graphene (CoPc-Gr) interface. Unlike blends, the well-ordered architecture achieved through the physical separation of the two layers allows us to unambiguously collect the electrical signal from graphene alone and associate it with a microscopic understanding of the whole process. The CoPc-Gr interface exhibits an ultrafast electron-transfer signal, stemming from an interlayer mechanism. Remarkably, the signal presents an oscillating time evolution modulated by coherent vibrations originating from the laser-excited CoPc states. By performing Fourier analysis on the beatings and correlating it with the Raman features, along with a comprehensive first-principles characterization of the vibrational coupling in the CoPc excited states, we successfully identify both the orbitals and molecular vibrations that promote the charge transfer at the interface.
- Published
- 2024
- Full Text
- View/download PDF
19. Multi-layered genome defences in bacteria.
- Author
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Agapov A, Baker KS, Bedekar P, Bhatia RP, Blower TR, Brockhurst MA, Brown C, Chong CE, Fothergill JL, Graham S, Hall JP, Maestri A, McQuarrie S, Olina A, Pagliara S, Recker M, Richmond A, Shaw SJ, Szczelkun MD, Taylor TB, van Houte S, Went SC, Westra ER, White MF, and Wright R
- Subjects
- Bacteria genetics, Biological Evolution, CRISPR-Cas Systems, Bacteriophages genetics
- Abstract
Bacteria have evolved a variety of defence mechanisms to protect against mobile genetic elements, including restriction-modification systems and CRISPR-Cas. In recent years, dozens of previously unknown defence systems (DSs) have been discovered. Notably, diverse DSs often coexist within the same genome, and some co-occur at frequencies significantly higher than would be expected by chance, implying potential synergistic interactions. Recent studies have provided evidence of defence mechanisms that enhance or complement one another. Here, we review the interactions between DSs at the mechanistic, regulatory, ecological and evolutionary levels., Competing Interests: Declaration of Competing Interest AM and EW are inventors on patent GB2303034.9., (Copyright © 2024 The Author(s). Published by Elsevier Ltd.. All rights reserved.)
- Published
- 2024
- Full Text
- View/download PDF
20. Halide Perovskite Artificial Solids as a New Platform to Simulate Collective Phenomena in Doped Mott Insulators.
- Author
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Milloch A, Filippi U, Franceschini P, Galvani M, Mor S, Pagliara S, Ferrini G, Banfi F, Capone M, Baranov D, Manna L, and Giannetti C
- Abstract
The development of quantum simulators, artificial platforms where the predictions of many-body theories of correlated quantum materials can be tested in a controllable and tunable way, is one of the main challenges of condensed matter physics. Here we introduce artificial lattices made of lead halide perovskite nanocubes as a new platform to simulate and investigate the physics of correlated quantum materials. We demonstrate that optical injection of quantum confined excitons in this system realizes the two main features that ubiquitously pervade the phase diagram of many quantum materials: collective phenomena, in which long-range orders emerge from incoherent fluctuations, and the excitonic Mott transition, which has one-to-one correspondence with the insulator-to-metal transition described by the repulsive Hubbard model in a magnetic field. Our results demonstrate that time-resolved experiments provide a quantum simulator that is able to span a parameter range relevant for a broad class of phenomena, such as superconductivity and charge-density waves.
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- 2023
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21. The use of smart environments and robots for infection prevention control: A systematic literature review.
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Piaggio D, Zarro M, Pagliara S, Andellini M, Almuhini A, Maccaro A, and Pecchia L
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- Humans, Infection Control, Health Personnel, Delivery of Health Care, Robotics, Cross Infection prevention & control
- Abstract
Background: Infection prevention and control (IPC) is essential to prevent nosocomial infections. This manuscript aims at investigating the current use and role of robots and smart environments on IPC systems in nosocomial settings METHODS: The systematic literature review was performed following the PRISMA statement. Literature was searched for articles published in the period January 2016 to October 2022. Two authors determined the eligibility of the papers, with conflicting decisions being mitigated by a third. Relevant data was then extracted using an ad-hoc extraction table to facilitate the analysis and narrative synthesis., Results: The search strategy returned 1520 citations and 17 papers were included. This review identified 3 main areas of interest: hand hygiene and personal protective equipment compliance, automatic infection cluster detection and environments cleaning (ie, air quality control, sterilization). This review demonstrates that IPC practices within hospitals mostly do not rely on automation and robotic technology, and few advancements have been made in this field., Conclusions: Increasing the awareness of healthcare workers on these technologies, through training and involving them in the design process, is essential to accomplish the Health 4.0 transformation. Research priorities should also be considering how to implement similar or more contextualized alternatives for low-income countries., (Copyright © 2023 The Authors. Published by Elsevier Inc. All rights reserved.)
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- 2023
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22. Slow growing bacteria survive bacteriophage in isolation.
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Attrill EL, Łapińska U, Westra ER, Harding SV, and Pagliara S
- Abstract
The interactions between bacteria and bacteriophage have important roles in the global ecosystem; in turn changes in environmental parameters affect the interactions between bacteria and phage. However, there is a lack of knowledge on whether clonal bacterial populations harbour different phenotypes that respond to phage in distinct ways and whether the abundance of such phenotypes within bacterial populations is affected by variations in environmental parameters. Here we study the impact of variations in nutrient availability, bacterial growth rate and phage abundance on the interactions between the phage T4 and individual Escherichia coli cells confined in spatial refuges. Surprisingly, we found that fast growing bacteria survive together with all of their clonal kin cells, whereas slow growing bacteria survive in isolation. We also discovered that the number of bacteria that survive in isolation decreases at increasing phage doses possibly due to lysis inhibition in the presence of secondary adsorptions. We further show that these changes in the phenotypic composition of the E. coli population have important consequences on the bacterial and phage population dynamics and should therefore be considered when investigating bacteria-phage interactions in ecological, health or food production settings in structured environments., (© 2023. ISME Publications B.V.)
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- 2023
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23. Building Policies and Initiatives for Inclusive Educational Contexts: The GLIC Italian Experience.
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Pagliara S, Guerreschi M, Bitelli C, Zanfardino F, Magni R, and Boscarato P
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- Educational Status, Schools, Policy, Self-Help Devices
- Abstract
Inclusive education has emerged as a global priority, and the integration of assistive technology (AT) is recognized as a crucial component for creating inclusive educational environments. However, the successful implementation of AT hinges on supportive policies and initiatives. This article delves into the experience of the GLIC Association in collaboration with the Italian Ministry of Education, exploring their efforts in developing policies and initiatives to facilitate the introduction of AT in educational contexts. The GLIC Association has devised a service provisioning model in state schools that ensures adequate support for the integration of AT, thus promoting inclusive education.
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- 2023
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24. 'Touching' Stories: Towards the Development of Tangible User Interfaces Story-Building Authoring Tool for Inclusive Education.
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Desideri L, Mavrou K, Brunetti E, Di Fuccio R, Pagliara S, Mouka M, Mignardi G, Magni R, Papademetri C, Efstathiadou M, Piedfort I, Ferrari V, and Mazzoni S
- Subjects
- Child, Humans, Physical Examination, Referral and Consultation, Research Personnel, Communication, Self-Help Devices
- Abstract
Tangible User Interfaces (hereafter, TUIs) are novel forms of human-computer interactions based on the physical manipulation of any kind of object/artifact. A great potential of TUIs technologies is the possibility to personalize objects and interaction between the user and the system. The high level of platform flexibility allows, for example, a multisensory approach, that is crucial for children that have sensory limitations and disabilities. This contribution aims at presenting and discussing the development of an authoring tool for creating TUI-supported activities for inclusive digital storytelling. The authoring tool is a product of collaboration and consultation with researchers and teachers involved in the ERASMUS+ project I'M IN TALES. A preliminary usability validation study using a mixed-method approach has been conducted involving 50 educators and assistive technology professionals. The results indicate an overall acceptance of the system. The feedback provided by the participants involved will be used for the future refinement of the tool.
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- 2023
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25. I'm in Tales MOOC on Tangible User Interfaces and the UDL Model: A Case Study Design.
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Pagliara S, Mavrou K, Papademetri C, Mouka M, Desideri L, Piedfort I, Brunetti E, Di Fuccio R, Mignardi G, Magni R, Efstathiadou M, Ferrari V, and Mazzoni S
- Subjects
- Universal Design, Learning, Communication, Knowledge, Education, Distance
- Abstract
This paper presents the design and implementation of a Massive Open Online Course (MOOC) developed on Universal Design for Learning (UDL) principles within the I'm in Tales Erasmus Project, focused on Tangible User Interfaces (TUIs) and their potential in enhancing storytelling for inclusive education. The MOOC aims to equip educators with the knowledge and skills necessary to design and implement TUIs in educational settings, promoting their understanding of TUIs as tools for creating accessible and engaging storytelling experiences for all learners. The course follows a self-paced and independent learning approach, incorporating active, contextual, social, and reflective learning methods. Preliminary evaluation results are discussed, and further evaluation methods are planned to assess the MOOC's impact on educators' understanding of TUIs and their potential for inclusive education. The use case presented illustrates the practical application of TUIs in universally designed learning experiences. The study concludes that the MOOC provides a valuable resource for educators and learners interested in TUIs and their role in enhancing inclusive education.
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- 2023
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26. GATEKEEPER's Strategy for the Multinational Large-Scale Piloting of an eHealth Platform: Tutorial on How to Identify Relevant Settings and Use Cases.
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de Batlle J, Benítez ID, Moncusí-Moix A, Androutsos O, Angles Barbastro R, Antonini A, Arana E, Cabrera-Umpierrez MF, Cea G, Dafoulas GΕ, Folkvord F, Fullaondo A, Giuliani F, Huang HL, Innominato PF, Kardas P, Lou VWQ, Manios Y, Matsangidou M, Mercalli F, Mokhtari M, Pagliara S, Schellong J, Stieler L, Votis K, Currás P, Arredondo MT, Posada J, Guillén S, Pecchia L, Barbé F, Torres G, and Fico G
- Subjects
- Humans, Artificial Intelligence, Ecosystem, Chronic Disease, Cyprus, COVID-19, Telemedicine methods
- Abstract
Background: The World Health Organization's strategy toward healthy aging fosters person-centered integrated care sustained by eHealth systems. However, there is a need for standardized frameworks or platforms accommodating and interconnecting multiple of these systems while ensuring secure, relevant, fair, trust-based data sharing and use. The H2020 project GATEKEEPER aims to implement and test an open-source, European, standard-based, interoperable, and secure framework serving broad populations of aging citizens with heterogeneous health needs., Objective: We aim to describe the rationale for the selection of an optimal group of settings for the multinational large-scale piloting of the GATEKEEPER platform., Methods: The selection of implementation sites and reference use cases (RUCs) was based on the adoption of a double stratification pyramid reflecting the overall health of target populations and the intensity of proposed interventions; the identification of a principles guiding implementation site selection; and the elaboration of guidelines for RUC selection, ensuring clinical relevance and scientific excellence while covering the whole spectrum of citizen complexities and intervention intensities., Results: Seven European countries were selected, covering Europe's geographical and socioeconomic heterogeneity: Cyprus, Germany, Greece, Italy, Poland, Spain, and the United Kingdom. These were complemented by the following 3 Asian pilots: Hong Kong, Singapore, and Taiwan. Implementation sites consisted of local ecosystems, including health care organizations and partners from industry, civil society, academia, and government, prioritizing the highly rated European Innovation Partnership on Active and Healthy Aging reference sites. RUCs covered the whole spectrum of chronic diseases, citizen complexities, and intervention intensities while privileging clinical relevance and scientific rigor. These included lifestyle-related early detection and interventions, using artificial intelligence-based digital coaches to promote healthy lifestyle and delay the onset or worsening of chronic diseases in healthy citizens; chronic obstructive pulmonary disease and heart failure decompensations management, proposing integrated care management based on advanced wearable monitoring and machine learning (ML) to predict decompensations; management of glycemic status in diabetes mellitus, based on beat to beat monitoring and short-term ML-based prediction of glycemic dynamics; treatment decision support systems for Parkinson disease, continuously monitoring motor and nonmotor complications to trigger enhanced treatment strategies; primary and secondary stroke prevention, using a coaching app and educational simulations with virtual and augmented reality; management of multimorbid older patients or patients with cancer, exploring novel chronic care models based on digital coaching, and advanced monitoring and ML; high blood pressure management, with ML-based predictions based on different intensities of monitoring through self-managed apps; and COVID-19 management, with integrated management tools limiting physical contact among actors., Conclusions: This paper provides a methodology for selecting adequate settings for the large-scale piloting of eHealth frameworks and exemplifies with the decisions taken in GATEKEEPER the current views of the WHO and European Commission while moving forward toward a European Data Space., (©Jordi de Batlle, Ivan D Benítez, Anna Moncusí-Moix, Odysseas Androutsos, Rosana Angles Barbastro, Alessio Antonini, Eunate Arana, Maria Fernanda Cabrera-Umpierrez, Gloria Cea, George Ε Dafoulas, Frans Folkvord, Ane Fullaondo, Francesco Giuliani, Hsiao-Ling Huang, Pasquale F Innominato, Przemyslaw Kardas, Vivian W Q Lou, Yannis Manios, Maria Matsangidou, Franco Mercalli, Mounir Mokhtari, Silvio Pagliara, Julia Schellong, Lisa Stieler, Konstantinos Votis, Paula Currás, Maria Teresa Arredondo, Jorge Posada, Sergio Guillén, Leandro Pecchia, Ferran Barbé, Gerard Torres, Giuseppe Fico, the GATEKEEPER project. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 28.06.2023.)
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- 2023
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27. Synthesis of vancomycin fluorescent probes that retain antimicrobial activity, identify Gram-positive bacteria, and detect Gram-negative outer membrane damage.
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Zhang B, Phetsang W, Stone MRL, Kc S, Butler MS, Cooper MA, Elliott AG, Łapińska U, Voliotis M, Tsaneva-Atanasova K, Pagliara S, and Blaskovich MAT
- Subjects
- Humans, Fluorescent Dyes pharmacology, Azides, Anti-Bacterial Agents pharmacology, Anti-Bacterial Agents therapeutic use, Gram-Positive Bacteria, Vancomycin pharmacology, Methicillin-Resistant Staphylococcus aureus
- Abstract
Antimicrobial resistance is an urgent threat to human health, and new antibacterial drugs are desperately needed, as are research tools to aid in their discovery and development. Vancomycin is a glycopeptide antibiotic that is widely used for the treatment of Gram-positive infections, such as life-threatening systemic diseases caused by methicillin-resistant Staphylococcus aureus (MRSA). Here we demonstrate that modification of vancomycin by introduction of an azide substituent provides a versatile intermediate that can undergo copper-catalysed azide-alkyne cycloaddition (CuAAC) reaction with various alkynes to readily prepare vancomycin fluorescent probes. We describe the facile synthesis of three probes that retain similar antibacterial profiles to the parent vancomycin antibiotic. We demonstrate the versatility of these probes for the detection and visualisation of Gram-positive bacteria by a range of methods, including plate reader quantification, flow cytometry analysis, high-resolution microscopy imaging, and single cell microfluidics analysis. In parallel, we demonstrate their utility in measuring outer-membrane permeabilisation of Gram-negative bacteria. The probes are useful tools that may facilitate detection of infections and development of new antibiotics., (© 2023. The Author(s).)
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- 2023
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28. Systematic comparison of unilamellar vesicles reveals that archaeal core lipid membranes are more permeable than bacterial membranes.
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Łapińska U, Glover G, Kahveci Z, Irwin NAT, Milner DS, Tourte M, Albers SV, Santoro AE, Richards TA, and Pagliara S
- Subjects
- Glycerol metabolism, Cell Membrane metabolism, Bacteria metabolism, Membrane Lipids metabolism, Phospholipids metabolism, Phosphates metabolism, Lipid Bilayers analysis, Lipid Bilayers metabolism, Archaea genetics, Unilamellar Liposomes metabolism
- Abstract
One of the deepest branches in the tree of life separates the Archaea from the Bacteria. These prokaryotic groups have distinct cellular systems including fundamentally different phospholipid membrane bilayers. This dichotomy has been termed the lipid divide and possibly bestows different biophysical and biochemical characteristics on each cell type. Classic experiments suggest that bacterial membranes (formed from lipids extracted from Escherichia coli, for example) show permeability to key metabolites comparable to archaeal membranes (formed from lipids extracted from Halobacterium salinarum), yet systematic analyses based on direct measurements of membrane permeability are absent. Here, we develop a new approach for assessing the membrane permeability of approximately 10 μm unilamellar vesicles, consisting of an aqueous medium enclosed by a single lipid bilayer. Comparing the permeability of 18 metabolites demonstrates that diether glycerol-1-phosphate lipids with methyl branches, often the most abundant membrane lipids of sampled archaea, are permeable to a wide range of compounds useful for core metabolic networks, including amino acids, sugars, and nucleobases. Permeability is significantly lower in diester glycerol-3-phosphate lipids without methyl branches, the common building block of bacterial membranes. To identify the membrane characteristics that determine permeability, we use this experimental platform to test a variety of lipid forms bearing a diversity of intermediate characteristics. We found that increased membrane permeability is dependent on both the methyl branches on the lipid tails and the ether bond between the tails and the head group, both of which are present on the archaeal phospholipids. These permeability differences must have had profound effects on the cell physiology and proteome evolution of early prokaryotic forms. To explore this further, we compare the abundance and distribution of transmembrane transporter-encoding protein families present on genomes sampled from across the prokaryotic tree of life. These data demonstrate that archaea tend to have a reduced repertoire of transporter gene families, consistent with increased membrane permeation. These results demonstrate that the lipid divide demarcates a clear difference in permeability function with implications for understanding some of the earliest transitions in cell origins and evolution., Competing Interests: The authors have declared that no competing interests exist,, (Copyright: © 2023 Łapińska et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
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- 2023
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29. Single Cell Killing Kinetics Differentiate Phenotypic Bacterial Responses to Different Antibacterial Classes.
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Zhang Y, Kepiro I, Ryadnov MG, and Pagliara S
- Subjects
- Ciprofloxacin pharmacology, Fluoroquinolones pharmacology, Bacteria, beta-Lactams pharmacology, Escherichia coli, Microbial Sensitivity Tests, Anti-Bacterial Agents pharmacology, Ampicillin pharmacology
- Abstract
With the spread of multidrug-resistant bacteria, there has been an increasing focus on molecular classes that have not yet yielded an antibiotic. A key capability for assessing and prescribing new antibacterial treatments is to compare the effects antibacterial agents have on bacterial growth at a phenotypic, single-cell level. Here, we combined time-lapse microscopy with microfluidics to investigate the concentration-dependent killing kinetics of stationary-phase Escherichia coli cells. We used antibacterial agents from three different molecular classes, β-lactams and fluoroquinolones, with the known antibiotics ampicillin and ciprofloxacin, respectively, and a new experimental class, protein Ψ-capsids. We found that bacterial cells elongated when treated with ampicillin and ciprofloxacin used at their minimum inhibitory concentration (MIC). This was in contrast to Ψ-capsids, which arrested bacterial elongation within the first two hours of treatment. At concentrations exceeding the MIC, all the antibacterial agents tested arrested bacterial growth within the first 2 h of treatment. Further, our single-cell experiments revealed differences in the modes of action of three different agents. At the MIC, ampicillin and ciprofloxacin caused the lysis of bacterial cells, whereas at higher concentrations, the mode of action shifted toward membrane disruption. The Ψ-capsids killed cells by disrupting their membranes at all concentrations tested. Finally, at increasing concentrations, ampicillin and Ψ-capsids reduced the fraction of the population that survived treatment in a viable but nonculturable state, whereas ciprofloxacin increased this fraction. This study introduces an effective capability to differentiate the killing kinetics of antibacterial agents from different molecular classes and offers a high content analysis of antibacterial mechanisms at the single-cell level. IMPORTANCE Antibiotics act against bacterial pathogens by inhibiting their growth or killing them directly. Different modes of action determine different antibacterial responses, whereas phenotypic differences in bacteria can challenge the efficacy of antibiotics. Therefore, it is important to be able to differentiate the concentration-dependent killing kinetics of antibacterial agents at a single-cell level, in particular for molecular classes which have not yielded an antibiotic before. Here, we measured single-cell responses using microfluidics-enabled imaging, revealing that a novel class of antibacterial agents, protein Ψ-capsids, arrests bacterial elongation at the onset of treatment, whereas elongation continues for cells treated with β-lactam and fluoroquinolone antibiotics. The study advances our current understanding of antibacterial function and offers an effective strategy for the comparative design of new antibacterial therapies, as well as clinical antibiotic susceptibility testing.
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- 2023
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30. Herringbone micromixers for particle filtration.
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Binsley JL, Myers TO, Pagliara S, and Ogrin FY
- Abstract
Herringbone micromixers are a powerful tool for introducing advection into microfluidic systems. While these mixers are typically used for mixing fluids faster than the rate of diffusion, there has been recent interest in using the device to enhance interactions between suspended particles and channel walls. We show how the common approximations applied to herringbone micromixer theory can have a significant impact on results. We show that the inclusion of gravity can greatly alter the interaction probability between suspended particles and channel walls. We also investigate the proposed impedance matching condition and the inclusion of imperfect binding using numerical methods, and investigate transient behaviors using an experimental system. These results indicate that while traditional methods, such as simple streamline analysis, remain powerful tools, it should not be considered predictive in the general case., (© 2023 Author(s).)
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- 2023
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31. A Chemiresistor Sensor Array Based on Graphene Nanostructures: From the Detection of Ammonia and Possible Interfering VOCs to Chemometric Analysis.
- Author
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Freddi S, Vergari M, Pagliara S, and Sangaletti L
- Subjects
- Ammonia, Chemometrics, Gases analysis, Graphite chemistry, Nanocomposites
- Abstract
Sensor arrays are currently attracting the interest of researchers due to their potential of overcoming the limitations of single sensors regarding selectivity, required by specific applications. Among the materials used to develop sensor arrays, graphene has not been so far extensively exploited, despite its remarkable sensing capability. Here we present the development of a graphene-based sensor array prepared by dropcasting nanostructure and nanocomposite graphene solution on interdigitated substrates, with the aim to investigate the capability of the array to discriminate several gases related to specific applications, including environmental monitoring, food quality tracking, and breathomics. This goal is achieved in two steps: at first the sensing properties of the array have been assessed through ammonia exposures, drawing the calibration curves, estimating the limit of detection, which has been found in the ppb range for all sensors, and investigating stability and sensitivity; then, after performing exposures to acetone, ethanol, 2-propanol, sodium hypochlorite, and water vapour, chemometric tools have been exploited to investigate the discrimination capability of the array, including principal component analysis (PCA), linear discriminant analysis (LDA), and Mahalanobis distance. PCA shows that the array was able to discriminate all the tested gases with an explained variance around 95%, while with an LDA approach the array can be trained to accurately recognize unknown gas contribution, with an accuracy higher than 94%.
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- 2023
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32. Targeting biomarkers in the gas phase through a chemoresistive electronic nose based on graphene functionalized with metal phthalocyanines.
- Author
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Freddi S, Marzuoli C, Pagliara S, Drera G, and Sangaletti L
- Abstract
Electronic noses (e-noses) have received considerable interest in the past decade as they can match the emerging needs of modern society such as environmental monitoring, health screening, and food quality tracking. For practical applications of e-noses, it is necessary to collect large amounts of data from an array of sensing devices that can detect interactions with molecules reliably and analyze them via pattern recognition. The use of graphene (Gr)-based arrays of chemiresistors in e-noses is still virtually missing, though recent reports on Gr-based chemiresistors have disclosed high sensing performances upon functionalization of the pristine layer, opening up the possibility of being implemented into e-noses. In this work, with the aim of creating a robust and chemically stable interface that combines the chemical properties of metal phthalocyanines (M-Pc, M = Fe, Co, Ni, Zn) with the superior transport properties of Gr, an array of Gr-based chemiresistor sensors functionalized with drop-cast M-Pc thin layers has been developed. The sensing capability of the array was tested towards biomarkers for breathomics application, with a focus on ammonia (NH
3 ). Exposure to NH3 has been carried out drawing the calibration curve and estimating the detection limit for all the sensors. The discrimination capability of the array has then been tested, carrying out exposure to several gases (hydrogen sulfide, acetone, ethanol, 2-propanol, water vapour and benzene) and analysing the data through principal component analysis (PCA). The PCA pattern recognition results show that the developed e-nose is able to discriminate all the tested gases through the synergic contribution of all sensors., Competing Interests: There are no conflicts to declare., (This journal is © The Royal Society of Chemistry.)- Published
- 2022
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33. Numerical investigation of flexible Purcell-like integrated microfluidic pumps.
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Binsley JL, Pagliara S, and Ogrin FY
- Abstract
Integrating miniature pumps within microfluidic devices is crucial for advancing point-of-care diagnostics. Understanding the emergence of flow from novel integrated pumping systems is the first step in their successful implementation. A Purcell-like elasto-magnetic integrated microfluidic pump has been simulated in COMSOL Multiphysics and its performance has been investigated and evaluated. An elastic, cilia-like element contains an embedded magnet, which allows for actuation via a weak, uniaxial, sinusoidally oscillating, external magnetic field. Pumping performance is correlated against a number of variables, such as the frequency of the driving field and the proximity of the pump to the channel walls, in order to understand the emergence of the pumping behavior. Crucially, these simulations capture many of the trends observed experimentally and shed light on the key interactions. The proximity of the channel walls in the in-plane direction strongly determines the direction of net fluid flow. This characterization has important implications for the design and optimization of this pump in practical applications., (© 2022 Author(s).)
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- 2022
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34. π-Orbital mediated charge transfer channels in a monolayer Gr-NiPc heterointerface unveiled by soft X-ray electron spectroscopies and DFT calculations.
- Author
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Casotto A, Drera G, Perilli D, Freddi S, Pagliara S, Zanotti M, Schio L, Verdini A, Floreano L, Di Valentin C, and Sangaletti L
- Abstract
With the aim to identify charge transfer channels underlying device development and operation, X-Ray Photoelectron Spectroscopy (XPS), Near-Edge X-Ray Absorption Fine Structure (NEXAFS), and Resonant Photoelectron Spectroscopy (ResPES) have been employed to characterize a novel heterointerface obtained by the controlled evaporation of a Nickel Phthalocyanine (NiPc) monolayer on a single layer of Graphene (Gr) on SiC substrate. Indeed, the Gr-NiPc interface could be a promising candidate for different applications in the field of photonics, optoelectronics, and sensing, provided that clear information on the charge transfer mechanisms at the Gr-NiPc interface can be obtained. The analysis of the spectroscopic data has shown the effective functionalization and the horizontally-flat disposition of the NiPc complexes over the Gr layer. With this geometry, the main intermolecular interaction experienced by the NiPc species is the coupling with the Gr substrate, through π-symmetry orbitals, as revealed by the different behaviour of the valence band photoemission at resonance with the N K-edge and Ni L
3 -edge. These results have been supported by the analysis of density functional theory (DFT) calculations, that allowed for a rationalization of the experimental data, showing that charge transfer at the interface occurs from the doubly degenerate eg LUMO orbital, involving mainly N and C (pyrrole ring) pz states, to the holes in the p-doped graphene layer.- Published
- 2022
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35. Exaggerated trans-membrane charge of ammonium transporters in nutrient-poor marine environments.
- Author
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Kellom M, Pagliara S, Richards TA, and Santoro AE
- Subjects
- Archaea genetics, Membrane Transport Proteins genetics, Nutrients, Water metabolism, Ammonium Compounds metabolism
- Abstract
Transporter proteins are a vital interface between cells and their environment. In nutrient-limited environments, microbes with transporters that are effective at bringing substrates into their cells will gain a competitive advantage over variants with reduced transport function. Microbial ammonium transporters (Amt) bring ammonium into the cytoplasm from the surrounding periplasm space, but diagnosing Amt adaptations to low nutrient environments solely from sequence data has been elusive. Here, we report altered Amt sequence amino acid distribution from deep marine samples compared to variants sampled from shallow water in two important microbial lineages of the marine water column community-Marine Group I Archaea (Thermoproteota) and the uncultivated gammaproteobacterial lineage SAR86. This pattern indicates an evolutionary pressure towards an increasing dipole in Amt for these clades in deep ocean environments and is predicted to generate stronger electric fields facilitating ammonium acquisition. This pattern of increasing dipole charge with depth was not observed in lineages capable of accessing alternative nitrogen sources, including the abundant alphaproteobacterial clade SAR11. We speculate that competition for ammonium in the deep ocean drives transporter sequence evolution. The low concentration of ammonium in the deep ocean is therefore likely due to rapid uptake by Amts concurrent with decreasing nutrient flux.
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- 2022
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36. Fast bacterial growth reduces antibiotic accumulation and efficacy.
- Author
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Łapińska U, Voliotis M, Lee KK, Campey A, Stone MRL, Tuck B, Phetsang W, Zhang B, Tsaneva-Atanasova K, Blaskovich MAT, and Pagliara S
- Subjects
- Drug Resistance, Bacterial genetics, Escherichia coli genetics, Escherichia coli metabolism, Macrolides, Microbial Sensitivity Tests, Pseudomonas aeruginosa metabolism, Anti-Bacterial Agents metabolism, Anti-Bacterial Agents pharmacology, Escherichia coli Proteins metabolism
- Abstract
Phenotypic variations between individual microbial cells play a key role in the resistance of microbial pathogens to pharmacotherapies. Nevertheless, little is known about cell individuality in antibiotic accumulation. Here, we hypothesise that phenotypic diversification can be driven by fundamental cell-to-cell differences in drug transport rates. To test this hypothesis, we employed microfluidics-based single-cell microscopy, libraries of fluorescent antibiotic probes and mathematical modelling. This approach allowed us to rapidly identify phenotypic variants that avoid antibiotic accumulation within populations of Escherichia coli , Pseudomonas aeruginosa , Burkholderia cenocepacia, and Staphylococcus aureus . Crucially, we found that fast growing phenotypic variants avoid macrolide accumulation and survive treatment without genetic mutations. These findings are in contrast with the current consensus that cellular dormancy and slow metabolism underlie bacterial survival to antibiotics. Our results also show that fast growing variants display significantly higher expression of ribosomal promoters before drug treatment compared to slow growing variants. Drug-free active ribosomes facilitate essential cellular processes in these fast-growing variants, including efflux that can reduce macrolide accumulation. We used this new knowledge to eradicate variants that displayed low antibiotic accumulation through the chemical manipulation of their outer membrane inspiring new avenues to overcome current antibiotic treatment failures., Competing Interests: UŁ, MV, KL, AC, MS, BT, WP, BZ, KT, MB, SP No competing interests declared, (© 2022, Łapińska et al.)
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- 2022
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37. Nutrient and salt depletion synergistically boosts glucose metabolism in individual Escherichia coli cells.
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Glover G, Voliotis M, Łapińska U, Invergo BM, Soanes D, O'Neill P, Moore K, Nikolic N, Petrov PG, Milner DS, Roy S, Heesom K, Richards TA, Tsaneva-Atanasova K, and Pagliara S
- Subjects
- Bacteria metabolism, Glucose metabolism, Humans, Nutrients metabolism, Escherichia coli metabolism, Escherichia coli Proteins genetics, Escherichia coli Proteins metabolism
- Abstract
The interaction between a cell and its environment shapes fundamental intracellular processes such as cellular metabolism. In most cases growth rate is treated as a proximal metric for understanding the cellular metabolic status. However, changes in growth rate might not reflect metabolic variations in individuals responding to environmental fluctuations. Here we use single-cell microfluidics-microscopy combined with transcriptomics, proteomics and mathematical modelling to quantify the accumulation of glucose within Escherichia coli cells. In contrast to the current consensus, we reveal that environmental conditions which are comparatively unfavourable for growth, where both nutrients and salinity are depleted, increase glucose accumulation rates in individual bacteria and population subsets. We find that these changes in metabolic function are underpinned by variations at the translational and posttranslational level but not at the transcriptional level and are not dictated by changes in cell size. The metabolic response-characteristics identified greatly advance our fundamental understanding of the interactions between bacteria and their environment and have important ramifications when investigating cellular processes where salinity plays an important role., (© 2022. The Author(s).)
- Published
- 2022
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38. An ultrasensitive microfluidic approach reveals correlations between the physico-chemical and biological activity of experimental peptide antibiotics.
- Author
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Cama J, Al Nahas K, Fletcher M, Hammond K, Ryadnov MG, Keyser UF, and Pagliara S
- Subjects
- Anti-Bacterial Agents chemistry, Anti-Bacterial Agents pharmacology, Bacteria, Microfluidics, Structure-Activity Relationship, Anti-Infective Agents, Antimicrobial Cationic Peptides chemistry
- Abstract
Antimicrobial resistance challenges the ability of modern medicine to contain infections. Given the dire need for new antimicrobials, polypeptide antibiotics hold particular promise. These agents hit multiple targets in bacteria starting with their most exposed regions-their membranes. However, suitable approaches to quantify the efficacy of polypeptide antibiotics at the membrane and cellular level have been lacking. Here, we employ two complementary microfluidic platforms to probe the structure-activity relationships of two experimental series of polypeptide antibiotics. We reveal strong correlations between each peptide's physicochemical activity at the membrane level and biological activity at the cellular level. We achieve this knowledge by assaying the membranolytic activities of the compounds on hundreds of individual giant lipid vesicles, and by quantifying phenotypic responses within clonal bacterial populations with single-cell resolution. Our strategy proved capable of detecting differential responses for peptides with single amino acid substitutions between them, and can accelerate the rational design and development of peptide antimicrobials., (© 2022. The Author(s).)
- Published
- 2022
- Full Text
- View/download PDF
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