Autophagopathies: from autophagy gene polymorphisms to precision medicine for human diseases

I Grosjean, B Roméo, MA Domdom, A Belaid… - Autophagy, 2022 - Taylor & Francis
At a time when complex diseases affect globally 280 million people and claim 14 million
lives every year, there is an urgent need to rapidly increase our knowledge into their …

Hepatotoxicity of drugs used in multiple sclerosis, diagnostic challenge, and the role of HLA genotype susceptibility

L Meunier, D Larrey - International Journal of Molecular Sciences, 2023 - mdpi.com
Multiple sclerosis (MS) is a chronic demyelinating disease of the central nervous system and
the association with other autoimmune diseases is well-documented. There are many …

[HTML][HTML] An unsupervised machine learning method for discovering patient clusters based on genetic signatures

C Lopez, S Tucker, T Salameh, C Tucker - Journal of biomedical informatics, 2018 - Elsevier
Introduction Many chronic disorders have genomic etiology, disease progression, clinical
presentation, and response to treatment that vary on a patient-to-patient basis. Such …

Combining clinical and genetic data to predict response to fingolimod treatment in relapsing remitting multiple sclerosis patients: a precision medicine approach

L Ferrè, F Clarelli, B Pignolet, E Mascia… - Journal of Personalized …, 2023 - mdpi.com
A personalized approach is strongly advocated for treatment selection in Multiple Sclerosis
patients due to the high number of available drugs. Machine learning methods proved to be …

Omics approaches to understanding the efficacy and safety of disease-modifying treatments in multiple sclerosis

L Lorefice, M Pitzalis, F Murgia, G Fenu, L Atzori… - Frontiers in …, 2023 - frontiersin.org
From the perspective of precision medicine, the challenge for the future is to improve the
accuracy of diagnosis, prognosis, and prediction of therapeutic responses through the …

Current review and next steps for artificial intelligence in multiple sclerosis risk research

M Hartmann, N Fenton, R Dobson - Computers in Biology and Medicine, 2021 - Elsevier
In the last few decades, the prevalence of multiple sclerosis (MS), a chronic inflammatory
disease of the nervous system, has increased, particularly in Northern European countries …

Pathogenic single nucleotide polymorphisms on autophagy-related genes

I Tamargo-Gómez, ÁF Fernández, G Mariño - International Journal of …, 2020 - mdpi.com
In recent years, the study of single nucleotide polymorphisms (SNPs) has gained increasing
importance in biomedical research, as they can either be at the molecular origin of a …

Human Tregs made antigen specific by gene modification: the power to treat autoimmunity and antidrug antibodies with precision

PR Adair, YC Kim, AH Zhang, J Yoon… - Frontiers in …, 2017 - frontiersin.org
Human regulatory CD4+ T cells (Tregs) are potent immunosuppressive lymphocytes
responsible for immune tolerance and homeostasis. Since the seminal reports identifying …

Pharmacogenetics: a strategy for personalized medicine for autoimmune diseases

S Tavakolpour, M Darvishi, M Ghasemiadl - Clinical genetics, 2018 - Wiley Online Library
For many years, a considerable number of patients with autoimmune diseases (ADs) have
suffered from a lack of drug response and drug‐related toxicity. Despite the emergence of …

Pharmacogenomics of multiple sclerosis: a systematic review

K Hočevar, S Ristić, B Peterlin - Frontiers in neurology, 2019 - frontiersin.org
Background: Over the past two decades, various novel disease-modifying drugs for multiple
sclerosis (MS) have been approved. However, there is high variability in the patient …