Filippo Castiglione

Research Director




Preferred Pronouns

Personal Academic Website

Research/Topics of Interest

Pathogens/Diseases of Main Interest/Expertise

Countries of Work/Collaboration



Stolfi P, Castiglione F. (2021). Emulating complex simulations by machine learning methods. BMC bioinformatics, 22(Suppl 14)

Basak S, Deb D, Narsaria U, Kar T, Castiglione F, Sanyal I, Bade PD, Srivastava AP. (2021). In silico designing of vaccine candidate against Clostridium difficile. Scientific reports, 11(1)

Castiglione F, Deb D, Srivastava AP, Liò P, Liso A. (2021). Modeling. Frontiers in immunology, (12)

Deb D, Basak S, Kar T, Narsaria U, Castiglione F, Paul A, Pandey A, Srivastava AP. (2021). Immunoinformatics based designing a multi-epitope vaccine against pathogenic Chandipura vesiculovirus. Journal of cellular biochemistry

Wang H, Pujos-Guillot E, Comte B, de Miranda JL, Spiwok V, Chorbev I, Castiglione F, Tieri P, Watterson S, McAllister R, de Melo Malaquias T, Zanin M, Rai TS, Zheng H. (2021). Deep learning in systems medicine. Briefings in bioinformatics, 22(2)

Stolfi P, Valentini I, Palumbo MC, Tieri P, Grignolio A, Castiglione F. (2020). Potential predictors of type-2 diabetes risk: machine learning, synthetic data and wearable health devices. BMC bioinformatics, 21(Suppl 17)

Kar T, Narsaria U, Basak S, Deb D, Castiglione F, Mueller DM, Srivastava AP. (2020). A candidate multi-epitope vaccine against SARS-CoV-2. Scientific reports, 10(1)

Castiglione F, Ghersi D, Celada F. (2019). Computer Modeling of Clonal Dominance: Memory-Anti-Naïve and Its Curbing by Attrition. Frontiers in immunology, (10)

Palma A, Jarrah AS, Tieri P, Cesareni G, Castiglione F. (2018). Gene Regulatory Network Modeling of Macrophage Differentiation Corroborates the Continuum Hypothesis of Polarization States. Frontiers in physiology, (9)

Palumbo MC, Morettini M, Tieri P, Diele F, Sacchetti M, Castiglione F. (2018). Personalizing physical exercise in a computational model of fuel homeostasis. PLoS computational biology, 14(4)

Liso A, Castellani S, Massenzio F, Trotta R, Pucciarini A, Bigerna B, De Luca P, Zoppoli P, Castiglione F, Palumbo MC, Stracci F, Landriscina M, Specchia G, Bach LA, Conese M, Falini B. (2017). . Oncotarget, 8(37)

Morettini M, Palumbo MC, Sacchetti M, Castiglione F, Mazzà C. (2017). A system model of the effects of exercise on plasma Interleukin-6 dynamics in healthy individuals: Role of skeletal muscle and adipose tissue. PloS one, 12(7)

Castiglione F, Tieri P, Palma A, Jarrah AS. (2016). Statistical ensemble of gene regulatory networks of macrophage differentiation. BMC bioinformatics, 17(Suppl 19)

Cappuccio A, Tieri P, Castiglione F. (2016). Multiscale modelling in immunology: a review. Briefings in bioinformatics, 17(3)

Castiglione F, Pappalardo F, Bianca C, Russo G, Motta S. (2014). Modeling biology spanning different scales: an open challenge. BioMed research international, (2014)

Jarrah AS, Castiglione F, Evans NP, Grange RW, Laubenbacher R. (2014). A mathematical model of skeletal muscle disease and immune response in the mdx mouse. BioMed research international, (2014)

Castiglione F, Diaz V, Gaggioli A, Liò P, Mazzà C, Merelli E, Meskers CG, Pappalardo F, von Ammon R. (2013). Physio-environmental sensing and live modeling. Interactive journal of medical research, 2(1)

Castiglione F, Paci P. (2010). Criticality of timing for anti-HIV therapy initiation. PloS one, 5(12)

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