Machine learning in predictive toxicology: recent applications and future directions for classification models

MWH Wang, JM Goodman… - Chemical research in …, 2020 - ACS Publications
In recent times, machine learning has become increasingly prominent in predictive
toxicology as it has shifted from in vivo studies toward in silico studies. Currently, in vitro …

Liver-on-a-chip: Considerations, advances, and beyond

Z Yang, X Liu, EM Cribbin, AM Kim, JJ Li, KT Yong - Biomicrofluidics, 2022 - pubs.aip.org
The liver is the largest internal organ in the human body with largest mass of glandular
tissue. Modeling the liver has been challenging due to its variety of major functions …

Topical systems for the controlled release of antineoplastic Drugs: Oxidized Alginate-Gelatin Hydrogel/Unilamellar vesicles

S Stagnoli, C Garro, O Ertekin, S Heid… - Journal of Colloid and …, 2023 - Elsevier
The efficacy of chemotherapeutic procedures relies on delivering proper concentrations of
anti-cancer drugs in the tumor surroundings, so as to prevent potential side effects on …

[HTML][HTML] Innovation crisis in the pharmaceutical industry? A survey

U Laermann-Nguyen, M Backfisch - SN Business & Economics, 2021 - Springer
In the literature, it is widely discussed whether the pharmaceutical industry is going through
an innovation crisis. Unfortunately, no comprehensive review exists to date that outlines the …

Recent advances in LC–MS based characterization of protein-based bio-therapeutics–mastering analytical challenges posed by the increasing format complexity

T Graf, K Heinrich, I Grunert, H Wegele… - … of Pharmaceutical and …, 2020 - Elsevier
Alongside the success of protein-based bio-therapeutics over the last decades and
facilitated by advances both in protein engineering and manufacturing, new product formats …

Emerging challenges and innovations in surfactant-mediated stabilization of biologic formulations

JS Katz, DK Chou, TR Christian, TK Das, M Patel… - Journal of …, 2022 - Elsevier
Biologics may be subjected to various destabilizing conditions during manufacturing,
transportation, storage, and use. Therefore, biologics must be appropriately formulated to …

[PDF][PDF] Getting a handle on neuropharmacology by targeting receptor-associated proteins

MP Maher, JA Matta, S Gu, M Seierstad, DS Bredt - Neuron, 2017 - cell.com
Targeted therapy for neuropsychiatric disorders requires selective modulation of
dysfunctional neuronal pathways. Receptors relevant to CNS disorders typically have …

Repurposing bacterial toxins for intracellular delivery of therapeutic proteins

GL Beilhartz, SN Sugiman-Marangos… - Biochemical …, 2017 - Elsevier
Despite enormous efforts, achieving efficacious levels of proteins inside mammalian cells
remains one of the greatest challenges in biologics-based drug discovery and development …

Subcutaneous delivery of biotherapeutics: challenges at the injection site

JAD Sequeira, AC Santos, J Serra… - Expert opinion on …, 2019 - Taylor & Francis
Introduction: Biotherapeutics are primarily delivered subcutaneously due to better
compliance and prolonged rate of absorption compared to other parenteral administration …

Dynamic properties of novel excipient suggest mechanism for improved performance in liquid stabilization of protein biologics

JS Katz, A Nolin, BA Yezer, S Jordan - Molecular Pharmaceutics, 2018 - ACS Publications
To improve liquid formulation stability, formulators employ various excipients designed to
stabilize protein drugs, including buffers, salts, sugars, and surfactants. One of the roles of …