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1.
Cancer Discov ; 14(4): 620-624, 2024 Apr 04.
Article in English | MEDLINE | ID: mdl-38571424

ABSTRACT

SUMMARY: Spatial biology approaches enabled by innovations in imaging biomarker platforms and artificial intelligence-enabled data integration and analysis provide an assessment of patient and disease heterogeneity at ever-increasing resolution. The utility of spatial biology data in accelerating drug programs, however, requires balancing exploratory discovery investigations against scalable and clinically applicable spatial biomarker analysis.


Subject(s)
Artificial Intelligence , Multiomics , Humans , Drug Development , Biomarkers
2.
Vet Pathol ; 55(2): 341-354, 2018 03.
Article in English | MEDLINE | ID: mdl-29191134

ABSTRACT

The pharmacology, pharmacokinetics, and safety of modified mRNA formulated in lipid nanoparticles (LNPs) were evaluated after repeat intravenous infusion to rats and monkeys. In both species, modified mRNA encoding the protein for human erythropoietin (hEPO) had predictable and consistent pharmacologic and toxicologic effects. Pharmacokinetic analysis conducted following the first dose showed that measured hEPO levels were maximal at 6 hours after the end of intravenous infusion and in excess of 100-fold the anticipated efficacious exposure (17.6 ng/ml) at the highest dose tested.24 hEPO was pharmacologically active in both the rat and the monkey, as indicated by a significant increase in red blood cell mass parameters. The primary safety-related findings were caused by the exaggerated pharmacology of hEPO and included increased hematopoiesis in the liver, spleen, and bone marrow (rats) and minimal hemorrhage in the heart (monkeys). Additional primary safety-related findings in the rat included mildly increased white blood cell counts, changes in the coagulation parameters at all doses, as well as liver injury and release of interferon γ-inducible protein 10 in high-dose groups only. In the monkey, as seen with the parenteral administration of cationic LNPs, splenic necrosis and lymphocyte depletion were observed, accompanied with mild and reversible complement activation. These findings defined a well-tolerated dose level above the anticipated efficacious dose. Overall, these combined studies indicate that LNP-formulated modified mRNA can be administered by intravenous infusion in 2 toxicologically relevant test species and generate supratherapeutic levels of protein (hEPO) in vivo.


Subject(s)
Lipids/adverse effects , Nanoparticles/adverse effects , RNA, Messenger/administration & dosage , Animals , Blood Coagulation/drug effects , Erythropoietin/genetics , Female , Hematopoiesis/drug effects , Infusions, Intravenous/veterinary , Leukocyte Count/veterinary , Macaca fascicularis , Male , RNA, Messenger/metabolism , Rats , Rats, Sprague-Dawley
3.
Drug Discov Today ; 19(3): 341-7, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24269835

ABSTRACT

Entry into the crucial preclinical good laboratory practice (GLP) stage of toxicology testing triggers significant R&D investment yet >20% of AstraZeneca's potential new medicines have been stopped for safety reasons in this GLP phase alone. How could we avoid at least some of these costly failures? An analysis of historical toxicities that caused stopping ('stopping toxicities') showed that >50% were attributable to target organ toxicities emerging within 2 weeks of repeat dosing or to acute cardiovascular risks. By frontloading 2-week repeat-dose toxicity studies and a comprehensive assessment of cardiovascular safety, we anticipate a potential 50% reduction in attrition in the GLP phase. This will reduce animal use overall, save significant R&D costs and improve drug pipeline quality.


Subject(s)
Drug Design , Drug Evaluation, Preclinical/methods , Toxicity Tests/methods , Animals , Cardiotoxicity/prevention & control , Drug Evaluation, Preclinical/economics , Drug Industry/economics , Drug Industry/statistics & numerical data , Humans , Research/economics , Research/statistics & numerical data , Toxicity Tests/economics
4.
Toxicol Lett ; 190(2): 193-201, 2009 Oct 28.
Article in English | MEDLINE | ID: mdl-19643169

ABSTRACT

The glycol ether solvents 2-methoxyethanol (2-ME) and 2-ethoxyethanol (2-EE) produce testicular toxicity characterized by spermatocyte degeneration, while a similar glycol ether, 2-butoxyethanol (2-BE), has no testicular effects. The goal of the current study was to better understand the mechanism of glycol ether testicular toxicity through gene expression profiling and functional classification of differentially expressed genes. Male rats were administered 2-ME (150 and 50mg/kg/day), 2-EE (500 mg/kg/day), 2-BE (125 mg/kg/day), or vehicle for 3 days, and testes were collected for histopathological and gene expression analysis. Histopathological changes in the testes were observed only in animals given 150 mg/kg/day 2-ME, consisting of degeneration and necrosis of spermatocytes and reductions in spermatocyte numbers. Microarray analysis of testicular samples from these animals revealed a large number of differentially expressed genes from animals exposed to 2-EE or to 50mg/kg or 150 mg/kg 2-ME (>900 each at >1.5-fold changed), compared to 28 genes from 2-BE treated animals. Expression Analysis Systematic Explorer (EASE) analysis of these genes demonstrated statistical enrichment in genes in categories including protein transport, endocytosis, protein kinase activity, cell cycle, and meiosis. Quantitative PCR confirmation of select genes confirmed increased expression of the actin binding protein cortactin and the transcription factor Wilm's tumor 1 (Wt1) following 2-ME exposure. Increased localization of cortactin in abnormal spermatocytes was also observed by immunohistochemistry, consistent with a possible role for this protein in the mechanism of toxicity.


Subject(s)
Cortactin/biosynthesis , Ethylene Glycols/toxicity , Spermatocytes/metabolism , Teratogens/toxicity , Testis/metabolism , Animals , Cortactin/genetics , Gene Expression/drug effects , Gene Expression Profiling , Immunohistochemistry , Male , RNA/biosynthesis , RNA/isolation & purification , Rats , Rats, Wistar , Reverse Transcriptase Polymerase Chain Reaction , Spermatocytes/drug effects , Testis/drug effects , WT1 Proteins/biosynthesis , WT1 Proteins/genetics
5.
ALTEX ; 21 Suppl 3: 12-9, 2004.
Article in English | MEDLINE | ID: mdl-15057404

ABSTRACT

The aim of the present work was to establish an in vitro screening assay for drug candidates using human endothelial cells as a model for vascular injury after intravenous application. Different endpoints for viability and functionality of endothelial cells were investigated in human umbilical vein endothelial cells (HUVEC) and in immortalised human endothelial cells (IVEC). Cellular viability was determined by measuring ATP content and by the AlamarBlue assay. For comparison, the toxicity of the selected compounds was also tested in a murine fibroblast cell line (3T3 cells). Selected endpoints for endothelial cell-specific function were vascular permeability, determined by measurement of the transendothelial resistance and the diffusion of tracer molecules (FITC-dextran), and the release of prostaglandin and thromboxane as indicators for prothrombotic or vasoconstrictory action. Five compounds (cyclosporin A, mitomycin C, menadione, amrinone and rolipram) were selected due to their known effects on the vasculature. The cytotoxicity of all compounds was similar in endothelial and 3T3 cells. ATP content and AlamarBlue metabolism did not differ significantly except for amrinone. A dose-dependent decrease of transendothelial resistance and an increase in FITC-dextran permeability could be measured in HUVEC cells for the tested compounds, but the sensitivity was not higher than that of the cytotoxicity assays. Increased prostaglandin or thromboxane release was detected for all compounds at cytotoxic concentrations and for rolipram also at non-toxic concentrations. In conclusion, for a first ranking of drug candidates, cytotoxicity assays on any of the three cell types used are appropriate. For a more detailed characterisation of individual compounds, functional assays on HUVEC cells are proposed.


Subject(s)
Endothelial Cells/drug effects , Endothelium, Vascular/drug effects , 3T3 Cells , Amrinone/toxicity , Animal Testing Alternatives , Animals , Antibiotics, Antineoplastic/toxicity , Antifibrinolytic Agents/toxicity , Cell Membrane Permeability/drug effects , Cell Survival/drug effects , Cells, Cultured , Cyclosporine/toxicity , Dose-Response Relationship, Drug , Electric Impedance , Endothelium, Vascular/cytology , Epoprostenol/metabolism , Humans , Immunosuppressive Agents/toxicity , Injections, Intravenous/adverse effects , Mice , Mitomycin/toxicity , Models, Biological , Phosphodiesterase Inhibitors/toxicity , Rolipram/toxicity , Thromboxane A2/metabolism , Umbilical Veins/cytology , Umbilical Veins/drug effects , Vitamin K 3/toxicity
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