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Molecular Fingerprinting by Single Cell Clone Analysis in Adverse Drug Reaction (ADR) Assessment
1Medical Safety Solutions Ltd, Courtfield House, 21 Church Street, Market Deeping, Cambs PE6, 8AN UK.
Abstract:
Causality assessment for idiosyncratic ADRs mainly relies on epidemiology, signal detection and less often on proven or plausible mechanistic evidence of the drug at a cellular or organ level. Distinct clones of cells can exist within organs of individual patients, some conferring susceptibility to well-recognised Adverse Drug Reactions (ADRs). Recent advances in molecular biology have allowed the development of single-cell clonal techniques, including single-cell RNA sequencing (scRNA-seq) to molecularly fingerprint ADRs and distinguish between distinct clones of cells within organs in individuals, which may confer differing susceptibilities to ADRs. ScRNA- seq permits molecular fingerprinting of some serious ADRs, mainly in the skin, through the identification of Directly Expressed Genes (DEG) of interest within specific clones. Overexpressed DEGs provide an opportunity for targeted treatment strategies to be developed. scRN A-seq could be applied to a number of other ADRs involving tissues that can be biopsied/sampled (including skin, liver, kidney, blood, stem cells) as well as providing a molecular basis for rapid screening of potential therapeutic candidates, which may not otherwise be predictable from a class of toxicity/organ involvement. A framework for putative assessment for ADRs using scRNA-seq is proposed as well as speculating on potential regulatory implications for pharmacovigilance and drug development. Molecular fingerprinting of ADRs using scRNA-seq may allow better targeting for enhanced pharmacovigilance and risk minimisation measures for medicines with appropriate benefit-risk profiles, although cost-effectiveness and other factors, such as frequency/severity of individual ADRs and population differences, will still be relevant.
Insights
Single-cell RNA sequencing (scRNA-seq) offers a new way to understand adverse drug reactions (ADRs) by identifying specific cell clones. This molecular fingerprinting can improve drug safety and targeted treatments.
Area of Science:
- Pharmacogenomics
- Molecular Biology
- Drug Safety
Background:
- Adverse drug reactions (ADRs) causality is often based on epidemiology and signal detection.
- Mechanistic evidence at the cellular level is less frequently utilized.
- Individual patients can have distinct cell clones within organs, influencing ADR susceptibility.
Purpose of the Study:
- To explore the application of single-cell RNA sequencing (scRNA-seq) for molecularly fingerprinting ADRs.
- To distinguish between cell clones with differing susceptibilities to ADRs.
- To propose a framework for ADR assessment using scRNA-seq and discuss regulatory implications.
Main Methods:
- Utilizing single-cell RNA sequencing (scRNA-seq) techniques.
- Molecularly fingerprinting ADRs by identifying Directly Expressed Genes (DEGs) within specific cell clones.
- Applying scRNA-seq to biopsied/sampled tissues such as skin, liver, kidney, blood, and stem cells.
Main Results:
- scRNA-seq enables molecular fingerprinting of serious ADRs, particularly in skin.
- Identification of overexpressed DEGs within specific clones offers potential for targeted therapies.
- scRNA-seq provides a molecular basis for screening therapeutic candidates for ADRs.
Conclusions:
- scRNA-seq offers a novel approach to understanding ADR mechanisms at a single-cell level.
- This technology can enhance pharmacovigilance and risk minimization strategies for medications.
- Further considerations include cost-effectiveness, ADR frequency/severity, and population differences.
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