Rebecca N Jerome1, Jill M Pulley2, Dan M Roden3, Jana K Shirey-Rice2, Lisa A Bastarache4, Gordon R Bernard2,3, Leeland B Ekstrom2,5, William J Lancaster4, Joshua C Denny4. 1. Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA. rebecca.jerome@vumc.org. 2. Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA. 3. Office of Research, Vanderbilt University Medical Center, Nashville, TN, USA. 4. Department of Biomedical Informatics, Vanderbilt University School of Medicine, Nashville, TN, USA. 5. Nashville Biosciences, Nashville, TN, USA.
Abstract
INTRODUCTION: When a new drug enters the market, its full array of side effects remains to be defined. Current surveillance approaches targeting these effects remain largely reactive. There is a need for development of methods to predict specific safety events that should be sought for a given new drug during development and postmarketing activities. OBJECTIVE: We present here a safety signal identification approach applied to a new set of drug entities, inhibitors of the serine protease proprotein convertase subtilisin/kexin type 9 (PCSK9). METHODS: Using phenome-wide association study (PheWAS) methods, we analyzed available genotype and clinical data from 29,722 patients, leveraging the known effects of changes in PCSK9 to identify novel phenotypes in which this protein and its inhibitors may have impact. RESULTS: PheWAS revealed a significantly reduced risk of hypercholesterolemia (odds ratio [OR] 0.68, p = 7.6 × 10-4) in association with a known loss-of-function variant in PCSK9, R46L. Similarly, laboratory data indicated significantly reduced beta mean low-density lipoprotein cholesterol (- 14.47 mg/dL, p = 2.58 × 10-23) in individuals carrying the R46L variant. The R46L variant was also associated with an increased risk of spina bifida (OR 5.90, p = 2.7 × 10-4), suggesting that further investigation of potential connections between inhibition of PCSK9 and neural tube defects may be warranted. CONCLUSION: This novel methodology provides an opportunity to put in place new mechanisms to assess the safety and long-term tolerability of PCSK9 inhibitors specifically, and other new agents in general, as they move into human testing and expanded clinical use.
INTRODUCTION: When a new drug enters the market, its full array of side effects remains to be defined. Current surveillance approaches targeting these effects remain largely reactive. There is a need for development of methods to predict specific safety events that should be sought for a given new drug during development and postmarketing activities. OBJECTIVE: We present here a safety signal identification approach applied to a new set of drug entities, inhibitors of the serine protease proprotein convertase subtilisin/kexin type 9 (PCSK9). METHODS: Using phenome-wide association study (PheWAS) methods, we analyzed available genotype and clinical data from 29,722 patients, leveraging the known effects of changes in PCSK9 to identify novel phenotypes in which this protein and its inhibitors may have impact. RESULTS: PheWAS revealed a significantly reduced risk of hypercholesterolemia (odds ratio [OR] 0.68, p = 7.6 × 10-4) in association with a known loss-of-function variant in PCSK9, R46L. Similarly, laboratory data indicated significantly reduced beta mean low-density lipoprotein cholesterol (- 14.47 mg/dL, p = 2.58 × 10-23) in individuals carrying the R46L variant. The R46L variant was also associated with an increased risk of spina bifida (OR 5.90, p = 2.7 × 10-4), suggesting that further investigation of potential connections between inhibition of PCSK9 and neural tube defects may be warranted. CONCLUSION: This novel methodology provides an opportunity to put in place new mechanisms to assess the safety and long-term tolerability of PCSK9 inhibitors specifically, and other new agents in general, as they move into human testing and expanded clinical use.
Authors: Ekaterina Chernogubova; Rona Strawbridge; Hovsep Mahdessian; Anders Mälarstig; Sergey Krapivner; Bruna Gigante; Mai-Lis Hellénius; Ulf de Faire; Anders Franco-Cereceda; Ann-Christine Syvänen; Jason S Troutt; Robert J Konrad; Per Eriksson; Anders Hamsten; Ferdinand M van 't Hooft Journal: Arterioscler Thromb Vasc Biol Date: 2012-03-29 Impact factor: 8.311
Authors: Joshua C Denny; Marylyn D Ritchie; Melissa A Basford; Jill M Pulley; Lisa Bastarache; Kristin Brown-Gentry; Deede Wang; Dan R Masys; Dan M Roden; Dana C Crawford Journal: Bioinformatics Date: 2010-03-24 Impact factor: 6.937
Authors: Brian A Ference; Jennifer G Robinson; Robert D Brook; Alberico L Catapano; M John Chapman; David R Neff; Szilard Voros; Robert P Giugliano; George Davey Smith; Sergio Fazio; Marc S Sabatine Journal: N Engl J Med Date: 2016-12-01 Impact factor: 91.245
Authors: Jacob E Choby; Andrew J Monteith; Lauren E Himmel; Paris Margaritis; Jana K Shirey-Rice; Andrea Pruijssers; Rebecca N Jerome; Jill Pulley; Eric P Skaar Journal: Infect Immun Date: 2019-04-23 Impact factor: 3.441
Authors: Rebecca N Jerome; Meghan Morrison Joly; Nan Kennedy; Jana K Shirey-Rice; Dan M Roden; Gordon R Bernard; Kenneth J Holroyd; Joshua C Denny; Jill M Pulley Journal: Drug Saf Date: 2020-06 Impact factor: 5.606
Authors: Jill M Pulley; Rebecca N Jerome; Nicole M Zaleski; Jana K Shirey-Rice; Andrea J Pruijssers; Robert R Lavieri; Somsundaram N Chettiar; Helen M Naylor; David M Aronoff; David A Edwards; Colleen M Niswender; Laura L Dugan; Leslie J Crofford; Gordon R Bernard; Kenneth J Holroyd Journal: Assay Drug Dev Technol Date: 2017-12-01 Impact factor: 1.738
Authors: Anup P Challa; Nicole M Zaleski; Rebecca N Jerome; Robert R Lavieri; Jana K Shirey-Rice; April Barnado; Christopher J Lindsell; David M Aronoff; Leslie J Crofford; Raymond C Harris; T Alp Ikizler; Ingrid A Mayer; Kenneth J Holroyd; Jill M Pulley Journal: Front Genet Date: 2021-07-28 Impact factor: 4.599
Authors: Anup P Challa; Xinnan Niu; Etoi A Garrison; Sara L Van Driest; Lisa M Bastarache; Ethan S Lippmann; Robert R Lavieri; Jeffery A Goldstein; David M Aronoff Journal: Commun Med (Lond) Date: 2022-09-16