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Abstract
Tailoring treatment or management to groups of individuals based on specific clinical, molecular, and genomic features is the concept of precision medicine. Diabetes is highly heterogenous with respect to clinical manifestations, disease progression, development of complications, and drug response. The current practice for drug treatment is largely based on evidence from clinical trials that report average effects. However, around half of patients with type 2 diabetes do not achieve glycaemic targets despite having a high level of adherence and there are substantial differences in the incidence of adverse outcomes. Therefore, there is a need to identify predictive markers that can inform differential drug responses at the point of prescribing. Recent advances in molecular genetics and increased availability of real-world and randomised trial data have started to increase our understanding of disease heterogeneity and its impact on potential treatments for specific groups. Leveraging information from simple clinical features (age, sex, BMI, ethnicity, and co-prescribed medications) and genomic markers has a potential to identify sub-groups who are likely to benefit from a given drug with minimal adverse effects. In this chapter, we will discuss the state of current evidence in the discovery of clinical and genetic markers that have the potential to optimise drug treatment in type 2 diabetes.
Original language | English |
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Title of host publication | Precision Medicine |
Editors | Ingolf Cascorbi, Matthias Schwab |
Place of Publication | Switzerland |
Publisher | Springer |
Pages | 107-129 |
Number of pages | 23 |
ISBN (Electronic) | 9783031400476 |
ISBN (Print) | 9783031400469 (hbk), 9783031400490 (pbk) |
DOIs | |
Publication status | Published - 2023 |
Publication series
Name | Handbook of Experimental Pharmacology |
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Volume | 280 |
ISSN (Print) | 0171-2004 |
ISSN (Electronic) | 1865-0325 |
Keywords
- Adverse drug outcomes
- Genomics
- Glycaemic response
- Precision medicine
- type 2 diabetes
- Type 2 diabetes
ASJC Scopus subject areas
- Biochemistry
- Pharmacology, Toxicology and Pharmaceutics(all)
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Dive into the research topics of 'Precision Medicine in Diabetes'. Together they form a unique fingerprint.Projects
- 1 Finished
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Stratified Medicine in Type 2 Diabetes: Insights from the Study of Drug Response (New Investigator Award)
Pearson, E. (Investigator)
16/02/15 → 15/08/21
Project: Research