CPT Pharmacometrics Syst Pharmacol
August 2025
Drug development in pediatric rare diseases is complicated by practical and ethical constraints on clinical trial design, stemming from small, highly heterogeneous, and vulnerable patient populations. Virtual patients (VPs) created with machine-learning (ML), mechanistically driven computational approaches, or hybrids thereof, have the potential to expedite and maximize the impact of trials. We discuss the potential of VPs to transform the efficiency and impact of clinical trials in pediatric rare diseases, based on adult and pediatric examples.
View Article and Find Full Text PDFFluids Barriers CNS
July 2025
The complex etiology of neurological disorders is a major challenge to the identification of therapeutic candidates. Tackling brain vascular dysfunction is gaining attention from the scientific community, neurologists and pharmaceutical companies, as a novel disease-modifying strategy. Here, we provide evidence that at least 41% of neurological diseases and related conditions/injuries display a co-pathology of blood-brain and blood-spinal cord barrier alterations and dysfunctions, and we discuss why this figure may represent only a fraction of a larger phenomenon.
View Article and Find Full Text PDFIntroduction: Blood-brain barrier (BBB) integrity is fundamental to brain homeostasis, enabling control of substance exchange and safeguarding neurons against harmful toxins, pathogens, and immune cells that lead to dysregulation and inflammation involved in ageing and neurodegenerative diseases (NDD). The cyclized peptide NX210c is a thrombospondin type 1 repeat analogue derived from subcommissural organ-spondin. It exerts beneficial effects in animal models of NDD owing to its effects on neurons and endothelial cells.
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