The combination of artificial intelligence and systems biology for intelligent vaccine design

G Russo, P Reche, M Pennisi… - Expert Opinion on Drug …, 2020 - Taylor & Francis
Introduction A new body of evidence depicts the applications of artificial intelligence and
systems biology in vaccine design and development. The combination of both approaches …

An overview of the development of new vaccines for tuberculosis

E Whitlow, AS Mustafa, SNM Hanif - Vaccines, 2020 - mdpi.com
Currently, there is only one licensed vaccine against tuberculosis (TB), the Bacillus Calmette–
Guérin (BCG). Despite its protective efficacy against TB in children, BCG has failed to protect …

Scientific and regulatory evaluation of mechanistic in silico drug and disease models in drug development: Building model credibility

FT Musuamba, I Skottheim Rusten… - CPT …, 2021 - Wiley Online Library
The value of in silico methods in drug development and evaluation has been demonstrated
repeatedly and convincingly. While their benefits are now unanimously recognized …

In silico design of recombinant multi-epitope vaccine against influenza A virus

A Maleki, G Russo, GA Parasiliti Palumbo… - BMC …, 2021 - Springer
Background Influenza A virus is one of the leading causes of annual mortality. The emerging
of novel escape variants of the influenza A virus is still a considerable challenge in the …

In silico trial to test COVID-19 candidate vaccines: a case study with UISS platform

G Russo, M Pennisi, E Fichera, S Motta, G Raciti… - BMC …, 2020 - Springer
Background SARS-CoV-2 is a severe respiratory infection that infects humans. Its outburst
entitled it as a pandemic emergence. To get a grip on this outbreak, specific preventive and …

In silico clinical trials for relapsing-remitting multiple sclerosis with MS TreatSim

FLP Sips, F Pappalardo, G Russo, R Bursi - BMC Medical Informatics and …, 2022 - Springer
Background The last few decades have seen the approval of many new treatment options
for Relapsing-Remitting Multiple Sclerosis (RRMS), as well as advances in diagnostic …

In silico studies to support vaccine development

L Saldanha, Ü Langel, N Vale - Pharmaceutics, 2023 - mdpi.com
The progress that has been made in computer science positioned in silico studies as an
important and well-recognized methodology in the drug discovery and development …

[HTML][HTML] Moving forward through the in silico modeling of multiple sclerosis: Treatment layer implementation and validation

A Maleki, E Crispino, SA Italia, V Di Salvatore… - Computational and …, 2023 - Elsevier
Multiple sclerosis is an autoimmune inflammatory disease that affects the central nervous
system through chronic demyelination and loss of oligodendrocytes. Since the relapsing …

[HTML][HTML] Translatability and transferability of in silico models: Context of use switching to predict the effects of environmental chemicals on the immune system

F Pappalardo, G Russo, E Corsini, A Paini… - Computational and …, 2022 - Elsevier
Immunotoxicity hazard identification of chemicals aims to evaluate the potential for
unintended effects of chemical exposure on the immune system. Perfluorinated alkylate …

Moving forward through the in silico modeling of tuberculosis: a further step with UISS-TB

G Russo, G Sgroi, GA Parasiliti Palumbo, M Pennisi… - BMC …, 2020 - Springer
Background In 2018, about 10 million people were found infected by tuberculosis, with
approximately 1.2 million deaths worldwide. Despite these numbers have been relatively …