Literature DB >> 33707768

Integrating genomics with biomarkers and therapeutic targets to invigorate cardiovascular drug development.

Michael V Holmes1, Tom G Richardson2, Brian A Ference3, Neil M Davies2,4, George Davey Smith2.   

Abstract

Drug development in cardiovascular disease is stagnating, with lack of efficacy and adverse effects being barriers to innovation. Human genetics can provide compelling evidence of causation through approaches such as Mendelian randomization, with genetic support for causation increasing the probability of a clinical trial succeeding. Mendelian randomization applied to quantitative traits can identify risk factors for disease that are both causal and amenable to therapeutic modification. However, important differences exist between genetic investigations of a biomarker (such as HDL cholesterol) and a drug target aimed at modifying the same biomarker of interest (such as cholesteryl ester transfer protein), with implications for the methodology, interpretation and application of Mendelian randomization to drug development. Differences include the comparative nature of the genetic architecture - that is, biomarkers are typically polygenic, whereas protein drug targets are influenced by either cis-acting or trans-acting genetic variants - and the potential for drug targets to show disease associations that might differ from those of the biomarker that they are intended to modify (target-mediated pleiotropy). In this Review, we compare and contrast the use of Mendelian randomization to evaluate potential drug targets versus quantitative traits. We explain how genetic epidemiological studies can be used to assess the aetiological roles of biomarkers in disease and to prioritize drug targets, including designing their evaluation in clinical trials.

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Year:  2021        PMID: 33707768     DOI: 10.1038/s41569-020-00493-1

Source DB:  PubMed          Journal:  Nat Rev Cardiol        ISSN: 1759-5002            Impact factor:   32.419


  145 in total

1.  Trends in clinical success rates and therapeutic focus.

Authors:  Helen Dowden; Jamie Munro
Journal:  Nat Rev Drug Discov       Date:  2019-07       Impact factor: 84.694

Review 2.  Cardiovascular drug development: is it dead or just hibernating?

Authors:  Christopher B Fordyce; Matthew T Roe; Tariq Ahmad; Peter Libby; Jeffrey S Borer; William R Hiatt; Michael R Bristow; Milton Packer; Scott M Wasserman; Ned Braunstein; Bertram Pitt; David L DeMets; Katharine Cooper-Arnold; Paul W Armstrong; Scott D Berkowitz; Rob Scott; Jayne Prats; Zorina S Galis; Norman Stockbridge; Eric D Peterson; Robert M Califf
Journal:  J Am Coll Cardiol       Date:  2015-04-21       Impact factor: 24.094

3.  Landscape of Innovation for Cardiovascular Pharmaceuticals: From Basic Science to New Molecular Entities.

Authors:  Jennifer M Beierlein; Laura M McNamee; Michael J Walsh; Kenneth I Kaitin; Joseph A DiMasi; Fred D Ledley
Journal:  Clin Ther       Date:  2017-06-23       Impact factor: 3.393

4.  Phase II and phase III failures: 2013-2015.

Authors:  Richard K Harrison
Journal:  Nat Rev Drug Discov       Date:  2016-11-04       Impact factor: 84.694

5.  Be open about drug failures to speed up research.

Authors:  Enrica Alteri; Lorenzo Guizzaro
Journal:  Nature       Date:  2018-11       Impact factor: 49.962

6.  FDA Approval and Regulation of Pharmaceuticals, 1983-2018.

Authors:  Jonathan J Darrow; Jerry Avorn; Aaron S Kesselheim
Journal:  JAMA       Date:  2020-01-14       Impact factor: 56.272

Review 7.  Genetics of coronary artery disease: discovery, biology and clinical translation.

Authors:  Amit V Khera; Sekar Kathiresan
Journal:  Nat Rev Genet       Date:  2017-03-13       Impact factor: 53.242

8.  Estimated Research and Development Investment Needed to Bring a New Medicine to Market, 2009-2018.

Authors:  Olivier J Wouters; Martin McKee; Jeroen Luyten
Journal:  JAMA       Date:  2020-03-03       Impact factor: 157.335

Review 9.  Utility of genetic determinants of lipids and cardiovascular events in assessing risk.

Authors:  Michael V Holmes; Seamus Harrison; Philippa J Talmud; Aroon D Hingorani; Steve E Humphries
Journal:  Nat Rev Cardiol       Date:  2011-02-15       Impact factor: 32.419

10.  Reading Mendelian randomisation studies: a guide, glossary, and checklist for clinicians.

Authors:  Neil M Davies; Michael V Holmes; George Davey Smith
Journal:  BMJ       Date:  2018-07-12
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  11 in total

Review 1.  Stroke Genetics: Turning Discoveries into Clinical Applications.

Authors:  Martin Dichgans; Nathalie Beaufort; Stephanie Debette; Christopher D Anderson
Journal:  Stroke       Date:  2021-08-17       Impact factor: 10.170

2.  Integrative multiomics analysis highlights immune-cell regulatory mechanisms and shared genetic architecture for 14 immune-associated diseases and cancer outcomes.

Authors:  Claire Prince; Ruth E Mitchell; Tom G Richardson
Journal:  Am J Hum Genet       Date:  2021-11-05       Impact factor: 11.043

3.  Circulating free testosterone and risk of aggressive prostate cancer: Prospective and Mendelian randomisation analyses in international consortia.

Authors:  Eleanor L Watts; Aurora Perez-Cornago; Georgina K Fensom; Karl Smith-Byrne; Urwah Noor; Colm D Andrews; Marc J Gunter; Michael V Holmes; Richard M Martin; Konstantinos K Tsilidis; Demetrius Albanes; Aurelio Barricarte; Bas Bueno-de-Mesquita; Chu Chen; Barbara A Cohn; Niki L Dimou; Luigi Ferrucci; Leon Flicker; Neal D Freedman; Graham G Giles; Edward L Giovannucci; Gary E Goodman; Christopher A Haiman; Graeme J Hankey; Jiaqi Huang; Wen-Yi Huang; Lauren M Hurwitz; Rudolf Kaaks; Paul Knekt; Tatsuhiko Kubo; Hilde Langseth; Gail Laughlin; Loic Le Marchand; Tapio Luostarinen; Robert J MacInnis; Hanna O Mäenpää; Satu Männistö; E Jeffrey Metter; Kazuya Mikami; Lorelei A Mucci; Anja W Olsen; Kotaro Ozasa; Domenico Palli; Kathryn L Penney; Elizabeth A Platz; Harri Rissanen; Norie Sawada; Jeannette M Schenk; Pär Stattin; Akiko Tamakoshi; Elin Thysell; Chiaojung Jillian Tsai; Shoichiro Tsugane; Lars Vatten; Elisabete Weiderpass; Stephanie J Weinstein; Lynne R Wilkens; Bu B Yeap; Naomi E Allen; Timothy J Key; Ruth C Travis
Journal:  Int J Cancer       Date:  2022-06-07       Impact factor: 7.316

4.  Characterising metabolomic signatures of lipid-modifying therapies through drug target mendelian randomisation.

Authors:  Tom G Richardson; Genevieve M Leyden; Qin Wang; Joshua A Bell; Benjamin Elsworth; George Davey Smith; Michael V Holmes
Journal:  PLoS Biol       Date:  2022-02-25       Impact factor: 8.029

5.  Dissecting miRNA-Gene Networks to Map Clinical Utility Roads of Pharmacogenomics-Guided Therapeutic Decisions in Cardiovascular Precision Medicine.

Authors:  Fani Chatzopoulou; Konstantinos A Kyritsis; Christos I Papagiannopoulos; Eleftheria Galatou; Nikolaos Mittas; Nikoleta F Theodoroula; Andreas S Papazoglou; Efstratios Karagiannidis; Maria Chatzidimitriou; Anna Papa; Georgios Sianos; Lefteris Angelis; Dimitrios Chatzidimitriou; Ioannis S Vizirianakis
Journal:  Cells       Date:  2022-02-10       Impact factor: 6.600

Review 6.  Artificial intelligence in cancer target identification and drug discovery.

Authors:  Yujie You; Xin Lai; Yi Pan; Huiru Zheng; Julio Vera; Suran Liu; Senyi Deng; Le Zhang
Journal:  Signal Transduct Target Ther       Date:  2022-05-10

7.  Effects of general and central adiposity on circulating lipoprotein, lipid, and metabolite levels in UK Biobank: A multivariable Mendelian randomization study.

Authors:  Joshua A Bell; Tom G Richardson; Qin Wang; Eleanor Sanderson; Tom Palmer; Venexia Walker; Linda M O'Keeffe; Nicholas J Timpson; Anna Cichonska; Heli Julkunen; Peter Würtz; Michael V Holmes; George Davey Smith
Journal:  Lancet Reg Health Eur       Date:  2022-07-06

8.  A phenome-wide bidirectional Mendelian randomization analysis of atrial fibrillation.

Authors:  Qin Wang; Tom G Richardson; Eleanor Sanderson; Matthew J Tudball; Mika Ala-Korpela; George Davey Smith; Michael V Holmes
Journal:  Int J Epidemiol       Date:  2022-08-10       Impact factor: 9.685

Review 9.  Integrating the Biology of Cardiovascular Disease into the Epidemiology of Economic Decision Modelling via Mendelian Randomisation.

Authors:  Zanfina Ademi; Jedidiah I Morton; Danny Liew; Stephen J Nicholls; Sophia Zoungas; Brian A Ference
Journal:  Pharmacoeconomics       Date:  2022-08-25       Impact factor: 4.558

10.  Genetically increased circulating FUT3 level leads to reduced risk of idiopathic pulmonary fibrosis: a Mendelian randomisation study.

Authors:  Tomoko Nakanishi; Agustin Cerani; Vincenzo Forgetta; Sirui Zhou; Richard J Allen; Olivia C Leavy; Masaru Koido; Deborah Assayag; R Gisli Jenkins; Louise V Wain; Ivana V Yang; G Mark Lathrop; Paul J Wolters; David A Schwartz; J Brent Richards
Journal:  Eur Respir J       Date:  2022-02-10       Impact factor: 16.671

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