Use of artificial intelligence to enhance phenotypic drug discovery

S Malandraki-Miller, PR Riley - Drug Discovery Today, 2021 - Elsevier
Highlights • This review re-explores the comparison between phenotypic and target-based
drug discovery and outlines how machine learning (ML) can assist the former at the forefront …

[HTML][HTML] Physiological and pharmacological stimulation for in vitro maturation of substrate metabolism in human induced pluripotent stem cell-derived cardiomyocytes

…, R Nazir, M da Luz Sousa Fialho, S Malandraki-Miller… - Scientific reports, 2021 - nature.com
Human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) enable human
cardiac cells to be studied in vitro, although they use glucose as their primary metabolic …

[HTML][HTML] Changing metabolism in differentiating cardiac progenitor cells—can stem cells become metabolically flexible cardiomyocytes?

S Malandraki-Miller, CA Lopez, H Al-Siddiqi… - Frontiers in …, 2018 - frontiersin.org
The heart is a metabolic omnivore and the adult heart selects the substrate best suited for
each circumstance, with fatty acid oxidation preferred in order to fulfill the high energy demand …

The extracellular matrix protein agrin is essential for epicardial epithelial-to-mesenchymal transition during heart development

X Sun, S Malandraki-Miller, T Kennedy… - …, 2021 - journals.biologists.com
During heart development, epicardial cells residing within the outer layer undergo epithelial-mesenchymal
transition (EMT) and migrate into the underlying myocardium to support …

Preconditioning of cardiosphere-derived cells with hypoxia or prolyl-4-hydroxylase inhibitors increases stemness and decreases reliance on oxidative metabolism

…, KK Yeoh, F Perbellini, S Malandraki-Miller… - Cell …, 2016 - journals.sagepub.com
Cardiosphere-derived cells (CDCs), which can be isolated from heart explants, are a promising
candidate cell source for infarcted myocardium regeneration. However, current protocols …

[HTML][HTML] Stem cell therapy for the heart: blind alley or magic bullet?

AAN Bruyneel, A Sehgal, S Malandraki-Miller… - Journal of …, 2016 - Springer
When stressed by ageing or disease, the adult human heart is unable to regenerate, leading
to scarring and hypertrophy and eventually heart failure. As a result, stem cell therapy has …

[HTML][HTML] Metabolic flux analyses to assess the differentiation of adult cardiac progenitors after fatty acid supplementation

S Malandraki-Miller, CA Lopez, R Alonaizan… - Stem Cell Research, 2019 - Elsevier
Myocardial infarction is the most prevalent of cardiovascular diseases and pharmacological
interventions do not lead to restoration of the lost cardiomyocytes. Despite extensive stem …

Chronic high-fat feeding affects the mesenchymal cell population expanded from adipose tissue but not cardiac atria

…, D Buchanan, S Malandraki-Miller… - Stem Cells …, 2015 - academic.oup.com
Mesenchymal cells are a promising candidate cell source for restoring lost tissue and thereby
preventing heart failure. In the clinic, cells are isolated from patients who may be suffering …

Enhancing progenitor cells for cell therapy after myocardial infraction

S Malandraki-Miller - 2016 - ora.ox.ac.uk
Based on data from the World Healthcare Organisation, cardiovascular diseases are the
primary cause of disease-related death globally, with myocardial infarction (MI) being the most …

[PDF][PDF] CT-1370 Accepted 02/25/2015 for publication in “Cell Transplantation” Preconditioning of cardiosphere-derived cells with hypoxia or prolyl-4-hydroxylase …

…, KK Yeoh, F Perbellini, S Malandraki-Miller… - 2015 - researchgate.net
Cardiosphere-derived cells (CDCs), which can be isolated from heart explants, are a promising
candidate cell source for infarcted myocardium regeneration. However, current protocols …