Genomic medicine to reduce tobacco and related disorders: Translation to precision prevention and treatment

Genomic medicine can enhance prevention and treatment. First, we propose that advances in genomics have the potential to enhance assessment of disease risk, improve prognostic predictions, and guide treatment development and application. Clinical implementation of polygenic risk scores (PRSs) has em...

Full description

Bibliographic Details
Main Authors: Li-Shiun Chen, Timothy B. Baker, Alex Ramsey, Christopher I. Amos, Laura J. Bierut
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:Addiction Neuroscience
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2772392523000238
_version_ 1797801615646785536
author Li-Shiun Chen
Timothy B. Baker
Alex Ramsey
Christopher I. Amos
Laura J. Bierut
author_facet Li-Shiun Chen
Timothy B. Baker
Alex Ramsey
Christopher I. Amos
Laura J. Bierut
author_sort Li-Shiun Chen
collection DOAJ
description Genomic medicine can enhance prevention and treatment. First, we propose that advances in genomics have the potential to enhance assessment of disease risk, improve prognostic predictions, and guide treatment development and application. Clinical implementation of polygenic risk scores (PRSs) has emerged as an area of active research. The pathway from genomic discovery to implementation is an iterative process. Second, we provide examples on how genomic medicine has the potential to solve problems in prevention and treatment using two examples: Lung cancer screening and evidence-based tobacco treatment are both under-utilized and great opportunities for genomic interventions. Third, we discuss the translational process for developing genomic interventions from evidence to implementation by presenting a model to evaluate genomic evidence for clinical implementation, mechanisms of genomic interventions, and patient desire for genomic interventions. Fourth, we present potential challenges in genomic interventions including a great need for evidence in all diverse populations, little evidence on treatment algorithms, challenges in accommodating a dynamic evidence base, and implementation challenges in real world clinical settings. Finally, we conclude that research to identify genomic markers that are associated with smoking cessation success and the efficacy of smoking cessation treatments is needed to empower people of all diverse ancestry. Importantly, genomic data can be used to help identify patients with elevated risk for nicotine addiction, difficulty quitting smoking, favorable response to specific pharmacotherapy, and tobacco-related health problems.
first_indexed 2024-03-13T04:53:10Z
format Article
id doaj.art-0a7caf0ddbd14892a8080d9f2c4134c9
institution Directory Open Access Journal
issn 2772-3925
language English
last_indexed 2024-03-13T04:53:10Z
publishDate 2023-09-01
publisher Elsevier
record_format Article
series Addiction Neuroscience
spelling doaj.art-0a7caf0ddbd14892a8080d9f2c4134c92023-06-18T05:04:03ZengElsevierAddiction Neuroscience2772-39252023-09-017100083Genomic medicine to reduce tobacco and related disorders: Translation to precision prevention and treatmentLi-Shiun Chen0Timothy B. Baker1Alex Ramsey2Christopher I. Amos3Laura J. Bierut4Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, United States; Alvin J. Siteman Cancer Center at Barnes-Jewish Hospital, Washington University School of Medicine, St. Louis, MO, United States; Corresponding author at: Department of Psychiatry (Box 8134), Washington University School of Medicine, 660 S. Euclid Ave., St. Louis, MO 63110, United States.Center for Tobacco Research and Intervention, School of Medicine and Public Health, University of Wisconsin, Madison, WI, United StatesDepartment of Psychiatry, Washington University School of Medicine, St. Louis, MO, United States; Alvin J. Siteman Cancer Center at Barnes-Jewish Hospital, Washington University School of Medicine, St. Louis, MO, United StatesDepartment of Biomedical Data Science, Geisel School of Medicine, Dartmouth College, Hanover, NH, United States; Department of Medicine, Baylor College of Medicine, Institute for Clinical and Translational Research, Houston, TX, United StatesDepartment of Psychiatry, Washington University School of Medicine, St. Louis, MO, United States; Alvin J. Siteman Cancer Center at Barnes-Jewish Hospital, Washington University School of Medicine, St. Louis, MO, United StatesGenomic medicine can enhance prevention and treatment. First, we propose that advances in genomics have the potential to enhance assessment of disease risk, improve prognostic predictions, and guide treatment development and application. Clinical implementation of polygenic risk scores (PRSs) has emerged as an area of active research. The pathway from genomic discovery to implementation is an iterative process. Second, we provide examples on how genomic medicine has the potential to solve problems in prevention and treatment using two examples: Lung cancer screening and evidence-based tobacco treatment are both under-utilized and great opportunities for genomic interventions. Third, we discuss the translational process for developing genomic interventions from evidence to implementation by presenting a model to evaluate genomic evidence for clinical implementation, mechanisms of genomic interventions, and patient desire for genomic interventions. Fourth, we present potential challenges in genomic interventions including a great need for evidence in all diverse populations, little evidence on treatment algorithms, challenges in accommodating a dynamic evidence base, and implementation challenges in real world clinical settings. Finally, we conclude that research to identify genomic markers that are associated with smoking cessation success and the efficacy of smoking cessation treatments is needed to empower people of all diverse ancestry. Importantly, genomic data can be used to help identify patients with elevated risk for nicotine addiction, difficulty quitting smoking, favorable response to specific pharmacotherapy, and tobacco-related health problems.http://www.sciencedirect.com/science/article/pii/S2772392523000238GenomicsPolygenic riskClinical implementationGenomic medicinePrecision treatmentPrecision prevention
spellingShingle Li-Shiun Chen
Timothy B. Baker
Alex Ramsey
Christopher I. Amos
Laura J. Bierut
Genomic medicine to reduce tobacco and related disorders: Translation to precision prevention and treatment
Addiction Neuroscience
Genomics
Polygenic risk
Clinical implementation
Genomic medicine
Precision treatment
Precision prevention
title Genomic medicine to reduce tobacco and related disorders: Translation to precision prevention and treatment
title_full Genomic medicine to reduce tobacco and related disorders: Translation to precision prevention and treatment
title_fullStr Genomic medicine to reduce tobacco and related disorders: Translation to precision prevention and treatment
title_full_unstemmed Genomic medicine to reduce tobacco and related disorders: Translation to precision prevention and treatment
title_short Genomic medicine to reduce tobacco and related disorders: Translation to precision prevention and treatment
title_sort genomic medicine to reduce tobacco and related disorders translation to precision prevention and treatment
topic Genomics
Polygenic risk
Clinical implementation
Genomic medicine
Precision treatment
Precision prevention
url http://www.sciencedirect.com/science/article/pii/S2772392523000238
work_keys_str_mv AT lishiunchen genomicmedicinetoreducetobaccoandrelateddisorderstranslationtoprecisionpreventionandtreatment
AT timothybbaker genomicmedicinetoreducetobaccoandrelateddisorderstranslationtoprecisionpreventionandtreatment
AT alexramsey genomicmedicinetoreducetobaccoandrelateddisorderstranslationtoprecisionpreventionandtreatment
AT christopheriamos genomicmedicinetoreducetobaccoandrelateddisorderstranslationtoprecisionpreventionandtreatment
AT laurajbierut genomicmedicinetoreducetobaccoandrelateddisorderstranslationtoprecisionpreventionandtreatment