FRANCESCO PETRIZZELLI

PhD Graduate

PhD program:: XXXIV


supervisor: Prof. Viviana Caputo

Thesis title: Temporal reconstruction of the interaction interface between SARS-CoV-2 Spike glycoprotein and human ACE2 and assessment of the functionality of key-player mutant amino acids

Since its first outbreak in Wuhan, China, the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) has spread across the world as a tremendous pandemic, claiming more than 5 million lives and probably infecting more than 400 million people. Today, thanks to the efforts of the worldwide scientific community, we have several therapeutic approaches and a formidable toolkit of vaccines available. However, vaccine hesitancy and the current spread of viral variants of concern (VoCs) demonstrate that the threat is far from over. Most current treatments focus on the SARS-CoV-2 Spike glycoprotein, which is responsible for the viral entry into host cells using the ACE2 receptor as a first binding site. The use of recombinant ACE2 decoys represents another promising approach, not only for their natural potency in the virus recognition but also because the virus may not escape the ACE2-mediated neutralization without a simultaneous decrease in the affinity for the native ACE2. However, their design is complex, with hundreds of thousands of residue-wise modifications possible. Here, we developed an advanced computational workflow with the double aim of explaining, at the atomic level, the molecular mechanisms of SARS-CoV-2 infection and, thus, guide a rational design of a new potent ACE2 decoy able to act as a competitive kidnapper of SARS-CoV-2. Our approach grounds on the unusual research workflow of first generating hypotheses in-silico and, then, providing the best performing ACE2 mutants to further validate experimentally. Hence, we have simulated and explored the whole recognition pathway of SARS-CoV-2 and ACE2 using enhanced Molecular Dynamics (MD) techniques. We have traced the occurrence of multiple intermediate states that chronologically anticipate the experimental high-resolution bound complex and, thus, evaluated the role of each transient interaction in the formation of the final binding interface. We could then spot the most critical ACE2 residues, design and simulate the most effective set of mutants in terms of enhanced binding affinity, and finally compare them with a competitor decoy and some widespread viral mutants.

Research products

11573/1713055 - 2024 - Exploiting in silico structural analysis to introduce emerging genotype–phenotype correlations in DHCR24-related sterol biosynthesis disorder: a case study
Cocciadiferro, Dario; Mazza, Tommaso; Vecchio, Davide; Biagini, Tommaso; Petrizzelli, Francesco; Agolini, Emanuele; Villani, Andrea; Minervino, Daniele; Martinelli, Diego; Rizzo, Cristiano; Boenzi, Sara; Panfili, Filippo Maria; Sabrina Buonuomo, Paola; Macchiaiolo, Marina; Bartuli And Antonio Novelli, Andrea - 01a Articolo in rivista
paper: FRONTIERS IN BIOINFORMATICS (Lausanne: Frontiers Media SA, [2021]-) pp. 1-10 - issn: 2673-7647 - wos: WOS:001144691500001 (4) - scopus: 2-s2.0-85182688267 (4)

11573/1725554 - 2024 - Heterozygosity for loss-of-function variants in LZTR1 is associated with isolated multiple café-au-lait macules
Mastromoro, Gioia; Santoro, Claudia; Motta, Marialetizia; Sorrentino, Ugo; Daniele, Paola; Peduto, Cristina; Petrizzelli, Francesco; Tripodi, Martina; Pinna, Valentina; Zanobio, Mariateresa; Rotundo, Giovannina; Bellacchio, Emanuele; Lepri, Francesca; Farina, Antonella; D'asdia, Maria Cecilia; Piceci-Sparascio, Francesca; Biagini, Tommaso; Petracca, Antonio; Castori, Marco; Melis, Daniela; Accadia, Maria; Traficante, Giovanna; Tarani, Luigi; Fontana, Paolo; Sirchia, Fabio; Paparella, Roberto; Currò, Aurora; Benedicenti, Francesco; Scala, Iris; Dentici, Maria Lisa; Leoni, Chiara; Trevisan, Valentina; Cecconi, Antonella; Giustini, Sandra; Pizzuti, Antonio; Salviati, Leonardo; Novelli, Antonio; Zampino, Giuseppe; Zenker, Martin; Genuardi, Maurizio; Cristina Digilio, Maria; Papi, Laura; Perrotta, Silverio; Nigro, Vincenzo; Castellanos, Elisabeth; Mazza, Tommaso; Trevisson, Eva; Tartaglia, Marco; Piluso, Giulio; De Luca, Alessandro - 01a Articolo in rivista
paper: GENETICS IN MEDICINE (New York: Elsevier Inc. Baltimore MD: Lippincott Williams & Wilkins) pp. - - issn: 1530-0366 - wos: WOS:001331416400001 (0) - scopus: 2-s2.0-85205222251 (0)

11573/1687385 - 2023 - APOGEE 2: multi-layer machine-learning model for the interpretable prediction of mitochondrial missense variants
Bianco, S. D.; Parca, L.; Petrizzelli, F.; Biagini, T.; Giovannetti, A.; Liorni, N.; Napoli, A.; Carella, M.; Procaccio, V.; Lott, M. T.; Zhang, S.; Vescovi, A. L.; Wallace, D. C.; Caputo, V.; Mazza, T. - 01a Articolo in rivista
paper: NATURE COMMUNICATIONS (London: Nature Publishing Group-Springer Nature) pp. 1-13 - issn: 2041-1723 - wos: WOS:001051577000011 (9) - scopus: 2-s2.0-85168340325 (9)

11573/1713248 - 2023 - Clinical and molecular description of the first Italian cohort of 33 subjects with hypophosphatasia
Cinque, L.; Pugliese, F.; Salcuni, A. S.; Trombetta, D.; Battista, C.; Biagini, T.; Augello, B.; Nardella, G.; Conti, F.; Corbetta, S.; Fischetto, R.; Foiadelli, T.; Gaudio, A.; Giannini, C.; Grosso, E.; Guabello, G.; Massuras, S.; Palermo, A.; Politano, L.; Pigliaru, F.; Ruggeri, R. M.; Scarano, E.; Vicchio, P.; Cannavo, S.; Celli, M.; Petrizzelli, F.; Mastroianno, M.; Castori, M.; Scillitani, A.; Guarnieri, V. - 01a Articolo in rivista
paper: FRONTIERS IN ENDOCRINOLOGY (Lausanne : Frontiers Research Foundation, 2010-) pp. - - issn: 1664-2392 - wos: WOS:001048853700001 (0) - scopus: 2-s2.0-85168258929 (1)

11573/1691283 - 2023 - Molecular dynamics analysis of superoxide dismutase 1 mutations suggests decoupling between mechanisms underlying ALS onset and progression
Kalia, Munishikha; Miotto, Mattia; Ness, Deborah; Opie-Martin, Sarah; Spargo, Thomas P.; Di Rienzo, Lorenzo; Biagini, Tommaso; Petrizzelli, Francesco; Al Khleifat, Ahmad; Kabiljo, Renata; Mazza, Tommaso; Ruocco, Giancarlo; Milanetti, Edoardo; Jb Dobson, Richard; Al-Chalabi, Ammar; Iacoangeli, Alfredo - 01a Articolo in rivista
paper: COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL (Göteborg : Chalmers University of Technology, 2011-) pp. 5296-5308 - issn: 2001-0370 - wos: WOS:001105288200001 (4) - scopus: 2-s2.0-85175446336 (5)

11573/1687384 - 2023 - Investigating Mitochondrial Gene Expression Patterns in Drosophila melanogaster Using Network Analysis to Understand Aging Mechanisms
Mangoni, M.; Petrizzelli, F.; Liorni, N.; Bianco, S. D.; Biagini, T.; Napoli, A.; Adinolfi, M.; Guzzi, P. H.; Novelli, A.; Caputo, V.; Mazza, T. - 01a Articolo in rivista
paper: APPLIED SCIENCES (Basel: MDPI AG, 2011-) pp. 1-15 - issn: 2076-3417 - wos: WOS:001014093800001 (1) - scopus: 2-s2.0-85163986100 (1)

11573/1682069 - 2023 - Clinical variability in DYNC2H1-related skeletal ciliopathies includes Ellis-van Creveld syndrome
Piceci-Sparascio, Francesca; Micale, Lucia; Torres, Barbara; Guida, Valentina; Consoli, Federica; Torrente, Isabella; Onori, Annamaria; Frustaci, Emanuela; D'asdia, Maria Cecilia; Petrizzelli, Francesco; Bernardini, Laura; Mancini, Cecilia; Soli, Fiorenza; Cocciadiferro, Dario; Guadagnolo, Daniele; Mastromoro, Gioia; Putotto, Carolina; Fontana, Franco; Brunetti-Pierri, Nicola; Novelli, Antonio; Pizzuti, Antonio; Marino, Bruno; Digilio, Maria Cristina; Mazza, Tommaso; Dallapiccola, Bruno; Ruiz-Perez, Victor Luis; Tartaglia, Marco; Castori, Marco; De Luca, Alessandro - 01a Articolo in rivista
paper: EUROPEAN JOURNAL OF HUMAN GENETICS (-NATURE PUBLISHING GROUP, MACMILLAN BUILDING, 4 CRINAN ST, LONDON, ENGLAND, N1 9XW -S Karger AG:Allschwilerstrasse 10, CH-4009 Basel Switzerland:011 41 61 3061111, EMAIL: orders@karger.ch, INTERNET: http://www.karger.com, Fax: 011 41 61 3061234) pp. 479-484 - issn: 1018-4813 - wos: WOS:000907881800003 (3) - scopus: 2-s2.0-85145605532 (4)

11573/1651207 - 2022 - KDM6A missense variants hamper H3 histone demethylation in lung squamous cell carcinoma
Biagini, Tommaso; Petrizzelli, Francesco; Bianco, Salvatore Daniele; Liorni, Niccolo'; Napoli, Alessandro; Castellana, Stefano; Luigi Vescovi, Angelo; Carella, Massimo; Caputo, Viviana; Mazza, Tommaso - 01a Articolo in rivista
paper: COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL (Göteborg : Chalmers University of Technology, 2011-) pp. 3151-3160 - issn: 2001-0370 - wos: WOS:000822635400005 (5) - scopus: 2-s2.0-85132758976 (5)

11573/1648078 - 2022 - Potassium Channel {KCNH}1 Activating Variants Cause Altered Functional and Morphological Ciliogenesis
Napoli, Giulia; Panzironi, Noemi; Traversa, Alice; Catalanotto, Caterina; Pace, Valentina; Petrizzelli, Francesco; Giovannetti, Agnese; Lazzari, Sara; Cogoni, Carlo; Tartaglia, Marco; Carella, Massimo; Mazza, Tommaso; Pizzuti, Antonio; Parisi, Chiara; Caputo, Viviana - 01a Articolo in rivista
paper: MOLECULAR NEUROBIOLOGY (Humana Press Incorporated:999 Riverview Drive, Suite 208:Totowa, NJ 07512:(973)256-1699, EMAIL: lglasner@humanapr.com, INTERNET: http://www.humanapress.com, Fax: (973)256-8341) pp. - - issn: 0893-7648 - wos: WOS:000803858300001 (3) - scopus: 2-s2.0-85131184441 (3)

11573/1671203 - 2022 - Connecting the dots: A practical evaluation of web-tools for describing protein dynamics as networks
Petrizzelli, Francesco; Biagini, Tommaso; Bianco, Salvatore Daniele; Liorni, Niccolo'; Napoli, Alessandro; Castellana, Stefano; Mazza, Tommaso - 01a Articolo in rivista
paper: FRONTIERS IN BIOINFORMATICS (Lausanne: Frontiers Media SA, [2021]-) pp. 1045368- - issn: 2673-7647 - wos: WOS:001087726500001 (1) - scopus: 2-s2.0-85174801294 (3)

11573/1617211 - 2021 - A comparative benchmark of classic DNA motif discovery tools on synthetic data
Castellana, S.; Biagini, T.; Parca, L.; Petrizzelli, F.; Bianco, S. D.; Vescovi, A. L.; Carella, M.; Mazza, T. - 01a Articolo in rivista
paper: BRIEFINGS IN BIOINFORMATICS (London : Henry Stewart Oxford : Oxford Journals) pp. - - issn: 1477-4054 - wos: WOS:000733325700173 (4) - scopus: 2-s2.0-85121951421 (4)

11573/1488419 - 2021 - MitImpact 3: modeling the residue interaction network of the Respiratory Chain subunits
Castellana, S.; Biagini, T.; Petrizzelli, F.; Parca, L.; Panzironi, N.; Caputo, V.; Vescovi, A. L.; Carella, M.; Mazza, T. - 01a Articolo in rivista
paper: NUCLEIC ACIDS RESEARCH (Oxford : Oxford University Press) pp. D1282-D1288 - issn: 1362-4962 - wos: WOS:000608437800157 (23) - scopus: 2-s2.0-85099429166 (26)

11573/1493515 - 2021 - GDF5 mutation case report and a systematic review of molecular and clinical spectrum: Expanding current knowledge on genotype-phenotype correlations
Genovesi, M. L.; Guadagnolo, D.; Marchionni, E.; Giovannetti, A.; Traversa, A.; Panzironi, N.; Bernardo, S.; Palumbo, P.; Petrizzelli, F.; Carella, M.; Mazza, T.; Pizzuti, A.; Caputo, V. - 01a Articolo in rivista
paper: BONE (New York: Pergamon Press, c1985-) pp. - - issn: 8756-3282 - wos: WOS:000615746400001 (8) - scopus: 2-s2.0-85099259643 (9)

11573/1617218 - 2021 - Phosphorylation within intrinsic disordered region discriminates histone variant macroh2a1 splicing isoforms-macroh2a1.1 and macroh2a1.2
Giallongo, S.; Lo Re, O.; Lochmanova, G.; Parca, L.; Petrizzelli, F.; Zdrahal, Z.; Mazza, T.; Vinciguerra, M. - 01a Articolo in rivista
paper: BIOLOGY (Basel : MDPI) pp. - - issn: 2079-7737 - wos: WOS:000675987800001 (10) - scopus: 2-s2.0-85111159267 (10)

11573/1488393 - 2020 - Pyntacle: a parallel computing-enabled framework for large-scale network biology analysis
Parca, L.; Truglio, M.; Biagini, T.; Castellana, S.; Petrizzelli, F.; Capocefalo, D.; Jordan, F.; Carella, M.; Mazza, T. - 01a Articolo in rivista
paper: GIGASCIENCE (London : BioMed Central) pp. - - issn: 2047-217X - wos: WOS:000606074100013 (11) - scopus: 2-s2.0-85094220525 (11)

11573/1465158 - 2020 - Mechanisms of pathogenesis of missense mutations on the KDM6A-H3 interaction in type 2 Kabuki Syndrome
Petrizzelli, F.; Biagini, T.; Barbieri, A.; Parca, L.; Panzironi, N.; Castellana, S.; Caputo, V.; Vescovi, A. L.; Carella, M.; Mazza, T. - 01a Articolo in rivista
paper: COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL (Göteborg : Chalmers University of Technology, 2011-) pp. 2033-2042 - issn: 2001-0370 - wos: WOS:000607348200003 (9) - scopus: 2-s2.0-85089078634 (10)

11573/1413909 - 2020 - Heterozygous nonsense ARX mutation in a family highlights the complexity of clinical and molecular diagnosis in case of chromosomal and single gene disorder co-inheritance
Traversa, Alice; Marchionni, Enrica; Giovannetti, Agnese; Genovesi, Maria L; Panzironi, Noemi; Margiotti, Katia; Napoli, Giulia; Piceci Sparascio, Francesca; De Luca, Alessandro; Petrizzelli, Francesco; Carella, Massimo; Cardona, Francesco; Bernardo, Silvia; Manganaro, Lucia; Mazza, Tommaso; Pizzuti, Antonio; Caputo, Viviana - 01a Articolo in rivista
paper: MOLECULAR GENETICS & GENOMIC MEDICINE ([Hoboken, NJ] : John Wiley & Sons, [2013]-) pp. e1336- - issn: 2324-9269 - wos: WOS:000539082200001 (3) - scopus: 2-s2.0-85086178317 (3)

11573/1284129 - 2019 - Are gaming-enabled graphic processing unit cards convenient for molecular dynamics simulation?
Biagini, Tommaso; Petrizzelli, Francesco; Truglio, Mauro; Cespa, Roberto; Barbieri, Alessandro; Capocefalo, Daniele; Castellana, Stefano; Tevy, Maria Florencia; Carella, Massimo; Mazza, Tommaso - 01b Commento, Erratum, Replica e simili
paper: EVOLUTIONARY BIOINFORMATICS ONLINE (Auckland, N.Z. : Libertas Academica, 2005-) pp. - - issn: 1176-9343 - wos: WOS:000469925000001 (15) - scopus: 2-s2.0-85071287927 (16)

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