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Pluchino A, Biondo AE, Giuffrida N, Inturri G, Latora V, Le Moli R, Rapisarda A, Russo G, Zappalà C. Author Correction: A novel methodology for epidemic risk assessment of COVID-19 outbreak. Sci Rep 2021; 11:15719. [PMID: 34321537 PMCID: PMC8316884 DOI: 10.1038/s41598-021-94234-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
An amendment to this paper has been published and can be accessed via a link at the top of the paper.
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Affiliation(s)
- A Pluchino
- Dipartimento di Fisica e Astronomia "Ettore Majorana", INFN Sezione di Catania, Università di Catania, Catania, Italy.
| | - A E Biondo
- Dipartimento di Economia e Impresa, Università di Catania, Catania, Italy
| | - N Giuffrida
- Dipartimento di Ingegneria Civile e Architettura, Università di Catania, Catania, Italy
| | - G Inturri
- Dipartimento di Ingegneria Elettrica Elettronica e Informatica, Università di Catania, Catania, Italy
| | - V Latora
- Dipartimento di Fisica e Astronomia "Ettore Majorana", INFN Sezione di Catania, Università di Catania, Catania, Italy.,Complexity Science Hub Vienna, Vienna, Austria.,School of Mathematical Sciences, Queen Mary University of London, London, E1 4NS, UK.,The Alan Turing Institute, The British Library, London, NW1 2DB, UK
| | - R Le Moli
- Dipartimento di Medicina Clinica e Sperimentale ‑ UO di Endocrinologia ‑ Ospedale Garibaldi Nesima, Università di Catania, Catania, Italy
| | - A Rapisarda
- Dipartimento di Fisica e Astronomia "Ettore Majorana", INFN Sezione di Catania, Università di Catania, Catania, Italy.,Complexity Science Hub Vienna, Vienna, Austria
| | - G Russo
- Dipartimento di Matematica e Informatica, Università di Catania, Catania, Italy
| | - C Zappalà
- Dipartimento di Fisica e Astronomia "Ettore Majorana", INFN Sezione di Catania, Università di Catania, Catania, Italy
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Pluchino A, Biondo AE, Giuffrida N, Inturri G, Latora V, Le Moli R, Rapisarda A, Russo G, Zappalà C. A novel methodology for epidemic risk assessment of COVID-19 outbreak. Sci Rep 2021; 11:5304. [PMID: 33674627 PMCID: PMC7935987 DOI: 10.1038/s41598-021-82310-4] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 01/19/2021] [Indexed: 12/24/2022] Open
Abstract
We propose a novel data-driven framework for assessing the a-priori epidemic risk of a geographical area and for identifying high-risk areas within a country. Our risk index is evaluated as a function of three different components: the hazard of the disease, the exposure of the area and the vulnerability of its inhabitants. As an application, we discuss the case of COVID-19 outbreak in Italy. We characterize each of the twenty Italian regions by using available historical data on air pollution, human mobility, winter temperature, housing concentration, health care density, population size and age. We find that the epidemic risk is higher in some of the Northern regions with respect to Central and Southern Italy. The corresponding risk index shows correlations with the available official data on the number of infected individuals, patients in intensive care and deceased patients, and can help explaining why regions such as Lombardia, Emilia-Romagna, Piemonte and Veneto have suffered much more than the rest of the country. Although the COVID-19 outbreak started in both North (Lombardia) and Central Italy (Lazio) almost at the same time, when the first cases were officially certified at the beginning of 2020, the disease has spread faster and with heavier consequences in regions with higher epidemic risk. Our framework can be extended and tested on other epidemic data, such as those on seasonal flu, and applied to other countries. We also present a policy model connected with our methodology, which might help policy-makers to take informed decisions.
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Affiliation(s)
- A Pluchino
- Dipartimento di Fisica e Astronomia "Ettore Majorana", INFN Sezione di Catania, Università di Catania, Catania, Italy.
| | - A E Biondo
- Dipartimento di Economia e Impresa, Università di Catania, Catania, Italy
| | - N Giuffrida
- Dipartimento di Ingegneria Civile e Architettura, Università di Catania, Catania, Italy
| | - G Inturri
- Dipartimento di Ingegneria Elettrica Elettronica e Informatica, Università di Catania, Catania, Italy
| | - V Latora
- Dipartimento di Fisica e Astronomia "Ettore Majorana", INFN Sezione di Catania, Università di Catania, Catania, Italy
- Complexity Science Hub Vienna, Vienna, Austria
- School of Mathematical Sciences, Queen Mary University of London, London, E1 4NS, UK
- The Alan Turing Institute, The British Library, London, NW1 2DB, UK
| | - R Le Moli
- Dipartimento di Medicina Clinica e Sperimentale - UO di Endocrinologia - Ospedale Garibaldi Nesima, Università di Catania, Catania, Italy
| | - A Rapisarda
- Dipartimento di Fisica e Astronomia "Ettore Majorana", INFN Sezione di Catania, Università di Catania, Catania, Italy
- Complexity Science Hub Vienna, Vienna, Austria
| | - G Russo
- Dipartimento di Matematica e Informatica, Università di Catania, Catania, Italy
| | - C Zappalà
- Dipartimento di Fisica e Astronomia "Ettore Majorana", INFN Sezione di Catania, Università di Catania, Catania, Italy
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Saija A, Tomaino A, Pellegrino ML, Giuffrida N, Trombetta D, Castelli F. In vitro evaluation of the antioxidant activity and biomembrane interaction of the lazaroid U-74389G. Life Sci 2001; 68:1351-66. [PMID: 11388688 DOI: 10.1016/s0024-3205(00)01038-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The aim of this paper was to clarify whether the interaction of the lazaroid U-74389G with phospholipid membranes might be relevant as to its antioxidant activity. Thus we evaluated the "in vitro" antioxidant activity of U-74389G in two experimental models: 1) bleaching of the stable 1,1-diphenyl-2-picrylhydrazyl radical; 2) peroxidation, induced by the water-soluble radical initiator 2,2'-azobis(2-amidino-propane) hydrochloride, on mixed dipalmitoyl-phosphatidylcholine/linoleic acid unilamellar vesicles. Moreover, given that biophysical techniques may help in explaining the role of a drug in its interaction with the microenvironment of the model lipid membranes, we used a classical approach to investigate the U-74389G/model membrane interaction: the differential scanning calorimetry technique on dimyristoylphosphatidylcholine multilamellar and unilamellar vesicles and the Langmuir-Blodgett technique on dimyristoylphosphatidylcholine monolayers. The results evidenced the strong antioxidant activity of U-74389G (especially in a membranous system) and its capability to interact with and be transported across model membranes. Thus one can speculate that U-74389G can act as scavenger of chain-propagating lipid peroxyl radicals within the membranes and may be able to protect not only cell membranes, but also intracellular components against peroxidative attack. Furthermore, also if there is no certain proof that the effect on the lipid packing order may play a key role in its antioxidant activity, the fluidifying effect on phospholipid bilayers of U-74389G favourably complements its free radical scavenging characteristics.
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Affiliation(s)
- A Saija
- Department of Pharmacology of Natural Substances & General Physiology, University of Rome La Sapienza, Italy.
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Castelli F, Giuffrida N, Tringali C, Ruberto G. Calorimetric evidence of differentiated transport of limonin and nomilin through biomembranes. J Agric Food Chem 2000; 48:4123-4127. [PMID: 10995325 DOI: 10.1021/jf991282t] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
The effect exerted by two structurally similar limonoids possessing antifeedant and anticancer activity, limonin and nomilin, on the thermotropic behavior of model membranes constituted by dimyristoylphosphatidylcholine (DMPC) vesicles was studied by differential scanning calorimetry. Attention was directed to evaluate modifications in phytochemical-lipid interaction induced by compound structure and lipophilicity and to evidence their different membrane penetration. The two examined compounds, when dispersed in liposomes during their preparation, were found to exert a very different action on the L(beta)-L(alpha) gel-to-liquid crystal phase transition of DMPC multilamellar vesicles. Nomilin caused a detectable effect on the transition temperature (T(m)), shifting it toward lower values with a concomitant small decrease of the associated enthalpy (DeltaH) changes, while limonin was not able to modify the lipid vesicles thermotropic behavior. Modifications induced by nomilin were a function of phytochemical concentration, while the different behavior of limonin can be due to the different polarity induced by the presence of the single A ring in nomilin that possesses an acetyl group versus the A,A' ring system of limonin. Solid limonoids and aqueous dispersions of multilamellar (MLVs) or unilamellar vesicles (LUVs) (limonoids molar fraction 0. 045, 0.12, and 0.18) were left in touch for long incubation times at temperatures higher than T(m) to detect their spontaneous transfer through the medium. By following this procedure, no interaction was detected for limonin with lipid vesicles. The rate of transfer and interaction of nomilin was a function of the kind of vesicle species (faster for LUV, slower for MLV). The interaction, monitored by compound transfer from the solid phytochemical to the lipidic species after several periods of incubation, was on the same order as that detected by preparation carried out in organic solvent. The obtained results can be explained in terms of compound hydrophobicity, and a relation between compound structure and membrane interaction can be suggested. This allows the membrane interaction with nomilin, but the low water solubility of limonin hinders or totally blocks its transfer through the aqueous medium.
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Affiliation(s)
- F Castelli
- Dipartimento di Scienze Chimiche, Università di Catania, Viale A Doria 6, 95125 Catania, Italy.
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Denaro V, Garaffo G, Gulino G, Giuffrida N. Osteoid osteoma of the upper limb: case report. Eur J Orthop Surg Traumatol 1995; 5:101-6. [PMID: 24193328 DOI: 10.1007/bf02716250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/1994] [Accepted: 01/24/1995] [Indexed: 11/26/2022]
Abstract
The authors present the features and discuss the characteristics and the distribution of osteoid osteoma (O.O.) of the upper limb. The importance of this study pertains to the rare incidence at this site, and the variability of the symptomatology. The surgical management is described with particular reference to the choice and the indications for treatment. The rare incidence of osteoid osteoma at this site brings aut the need not only for very accurate diagnostic investigation requiring routine radiology and scintigraphy, but most paticularly computed tomography. The latter is required not only to identify and define the lesion, but also to plan the surgical approach. The authors report six cases in which as a result of early diagnosis they were successful in total eredication of the lesion resulting in definitive cure in each case.
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Affiliation(s)
- V Denaro
- Division of Spinal Surgery, University of Catania, Italy
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