Literature DB >> 28816414

Accuracy and utility of an epigenetic biomarker for smoking in populations with varying rates of false self-report.

Allan M Andersen1, Robert A Philibert1,2,3, Fredrick X Gibbons4, Ronald L Simons5, Jeffrey Long1,6.   

Abstract

Better biomarkers to detect smoking are needed given the tremendous public health burden caused by smoking. Current biomarkers to detect smoking have significant limitations, notably a short half-life for detection and lack of sensitivity for light smokers. These limitations may be particularly problematic in populations with less accurate self-reporting. Prior epigenome-wide association studies indicate that methylation status at cg05575921, a CpG residue located in the aryl hydrocarbon receptor repressor (AHRR) gene, may be a robust indicator of smoking status in individuals with as little as half of a pack-year of smoking. In this study, we show that a novel droplet digital PCR assay for measuring methylation at cg05575921 can reliably detect smoking status, as confirmed by serum cotinine, in populations with different demographic characteristics, smoking histories, and rates of false-negative self-report of smoking behavior. Using logistic regression models, we show that obtaining maximum accuracy in predicting smoking status depends on appropriately weighting self-report and cg05575921 methylation according to the characteristics of the sample being tested. Furthermore, models using only cg05575921 methylation to predict smoking perform nearly as well as those also including self-report across populations. In conclusion, cg05575921 has significant potential as a clinical biomarker to detect smoking in populations with varying rates of accuracy in self-report of smoking behavior. This article is a U.S. Government work and is in the public domain in the USA.

Entities:  

Keywords:  addiction; biomarkers; epigenetics; substance use disorders; tobacco

Mesh:

Substances:

Year:  2017        PMID: 28816414      PMCID: PMC5653254          DOI: 10.1002/ajmg.b.32555

Source DB:  PubMed          Journal:  Am J Med Genet B Neuropsychiatr Genet        ISSN: 1552-4841            Impact factor:   3.568


  56 in total

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Journal:  Proc Natl Acad Sci U S A       Date:  1992-03-01       Impact factor: 11.205

Review 2.  Epigenetics and human disease.

Authors:  Yong-Hui Jiang; Jan Bressler; Arthur L Beaudet
Journal:  Annu Rev Genomics Hum Genet       Date:  2004       Impact factor: 8.929

3.  Promoting smoking cessation.

Authors:  Michele M Larzelere; Dave E Williams
Journal:  Am Fam Physician       Date:  2012-03-15       Impact factor: 3.292

Review 4.  Systematic review: smoking cessation intervention strategies for adults and adults in special populations.

Authors:  Leah Ranney; Cathy Melvin; Linda Lux; Erin McClain; Kathleen N Lohr
Journal:  Ann Intern Med       Date:  2006-09-05       Impact factor: 25.391

5.  Assessing the performance of prediction models: a framework for traditional and novel measures.

Authors:  Ewout W Steyerberg; Andrew J Vickers; Nancy R Cook; Thomas Gerds; Mithat Gonen; Nancy Obuchowski; Michael J Pencina; Michael W Kattan
Journal:  Epidemiology       Date:  2010-01       Impact factor: 4.822

Review 6.  The search for endogenous activators of the aryl hydrocarbon receptor.

Authors:  Linh P Nguyen; Christopher A Bradfield
Journal:  Chem Res Toxicol       Date:  2007-12-13       Impact factor: 3.739

7.  Epigenetic Signatures of Cigarette Smoking.

Authors:  Roby Joehanes; Allan C Just; Riccardo E Marioni; Luke C Pilling; Lindsay M Reynolds; Pooja R Mandaviya; Weihua Guan; Tao Xu; Cathy E Elks; Stella Aslibekyan; Hortensia Moreno-Macias; Jennifer A Smith; Jennifer A Brody; Radhika Dhingra; Paul Yousefi; James S Pankow; Sonja Kunze; Sonia H Shah; Allan F McRae; Kurt Lohman; Jin Sha; Devin M Absher; Luigi Ferrucci; Wei Zhao; Ellen W Demerath; Jan Bressler; Megan L Grove; Tianxiao Huan; Chunyu Liu; Michael M Mendelson; Chen Yao; Douglas P Kiel; Annette Peters; Rui Wang-Sattler; Peter M Visscher; Naomi R Wray; John M Starr; Jingzhong Ding; Carlos J Rodriguez; Nicholas J Wareham; Marguerite R Irvin; Degui Zhi; Myrto Barrdahl; Paolo Vineis; Srikant Ambatipudi; André G Uitterlinden; Albert Hofman; Joel Schwartz; Elena Colicino; Lifang Hou; Pantel S Vokonas; Dena G Hernandez; Andrew B Singleton; Stefania Bandinelli; Stephen T Turner; Erin B Ware; Alicia K Smith; Torsten Klengel; Elisabeth B Binder; Bruce M Psaty; Kent D Taylor; Sina A Gharib; Brenton R Swenson; Liming Liang; Dawn L DeMeo; George T O'Connor; Zdenko Herceg; Kerry J Ressler; Karen N Conneely; Nona Sotoodehnia; Sharon L R Kardia; David Melzer; Andrea A Baccarelli; Joyce B J van Meurs; Isabelle Romieu; Donna K Arnett; Ken K Ong; Yongmei Liu; Melanie Waldenberger; Ian J Deary; Myriam Fornage; Daniel Levy; Stephanie J London
Journal:  Circ Cardiovasc Genet       Date:  2016-09-20

8.  pROC: an open-source package for R and S+ to analyze and compare ROC curves.

Authors:  Xavier Robin; Natacha Turck; Alexandre Hainard; Natalia Tiberti; Frédérique Lisacek; Jean-Charles Sanchez; Markus Müller
Journal:  BMC Bioinformatics       Date:  2011-03-17       Impact factor: 3.307

Review 9.  DNA methylation changes of whole blood cells in response to active smoking exposure in adults: a systematic review of DNA methylation studies.

Authors:  Xu Gao; Min Jia; Yan Zhang; Lutz Philipp Breitling; Hermann Brenner
Journal:  Clin Epigenetics       Date:  2015-10-16       Impact factor: 6.551

10.  Hypomethylation of smoking-related genes is associated with future lung cancer in four prospective cohorts.

Authors:  Francesca Fasanelli; Laura Baglietto; Erica Ponzi; Florence Guida; Gianluca Campanella; Mattias Johansson; Kjell Grankvist; Mikael Johansson; Manuela Bianca Assumma; Alessio Naccarati; Marc Chadeau-Hyam; Ugo Ala; Christian Faltus; Rudolf Kaaks; Angela Risch; Bianca De Stavola; Allison Hodge; Graham G Giles; Melissa C Southey; Caroline L Relton; Philip C Haycock; Eiliv Lund; Silvia Polidoro; Torkjel M Sandanger; Gianluca Severi; Paolo Vineis
Journal:  Nat Commun       Date:  2015-12-15       Impact factor: 14.919

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  21 in total

Review 1.  Optimizing the chances of success in the search for epigenetic biomarkers: Embracing genetic variation.

Authors:  Robert Philibert; Stephen J Glatt
Journal:  Am J Med Genet B Neuropsychiatr Genet       Date:  2017-07-11       Impact factor: 3.568

2.  Lifetime marijuana use and epigenetic age acceleration: A 17-year prospective examination.

Authors:  Joseph P Allen; Joshua S Danoff; Meghan A Costello; Gabrielle L Hunt; Amanda F Hellwig; Kathleen M Krol; Simon G Gregory; Stephanie N Giamberardino; Karen Sugden; Jessica J Connelly
Journal:  Drug Alcohol Depend       Date:  2022-02-17       Impact factor: 4.492

3.  Genome-by-Trauma Exposure Interactions in Adults With Depression in the UK Biobank.

Authors:  Melisa Chuong; Mark J Adams; Alex S F Kwong; Chris S Haley; Carmen Amador; Andrew M McIntosh
Journal:  JAMA Psychiatry       Date:  2022-09-28       Impact factor: 25.911

4.  A Droplet Digital PCR Assay for Smoking Predicts All-Cause Mortality.

Authors:  Allan M Andersen; Philip T Ryan; Fredrick X Gibbons; Ronald L Simons; Jeffrey D Long; Robert A Philibert
Journal:  J Insur Med       Date:  2019-01-31

5.  Using DNA methylation to validate an electronic medical record phenotype for smoking.

Authors:  Kathleen A McGinnis; Amy C Justice; Janet P Tate; Henry R Kranzler; Hilary A Tindle; William C Becker; John Concato; Joel Gelernter; Boyang Li; Xinyu Zhang; Hongyu Zhao; Kristina Crothers; Ke Xu
Journal:  Addict Biol       Date:  2018-10-04       Impact factor: 4.280

6.  MTHFR regulatory effects on methylation of CG05575921 in response to smoking: Effects are also discernable using MTHFR expression.

Authors:  Steven R H Beach; Man Kit Lei; Ronald L Simons; Meeshanthini V Dogan; Frederick X Gibbons; Robert A Philibert
Journal:  Am J Med Genet B Neuropsychiatr Genet       Date:  2018-05-10       Impact factor: 3.568

7.  DNA methylation differentiates smoking from vaping and non-combustible tobacco use.

Authors:  Allan Andersen; Rachel Reimer; Kelsey Dawes; Ashley Becker; Natasha Hutchens; Shelly Miller; Meesha Dogan; Brandon Hundley; James A Mills; Jeffrey D Long; Robert Philibert
Journal:  Epigenetics       Date:  2021-02-25       Impact factor: 4.528

8.  Genome-wide and digital polymerase chain reaction epigenetic assessments of alcohol consumption.

Authors:  Robert Philibert; Meesha Dogan; Amanda Noel; Shelly Miller; Brianna Krukow; Emma Papworth; Joseph Cowley; April Knudsen; Steven R H Beach; Donald Black
Journal:  Am J Med Genet B Neuropsychiatr Genet       Date:  2018-04-28       Impact factor: 3.358

9.  Integrated genetic and epigenetic prediction of coronary heart disease in the Framingham Heart Study.

Authors:  Meeshanthini V Dogan; Isabella M Grumbach; Jacob J Michaelson; Robert A Philibert
Journal:  PLoS One       Date:  2018-01-02       Impact factor: 3.240

10.  Dose Response and Prediction Characteristics of a Methylation Sensitive Digital PCR Assay for Cigarette Consumption in Adults.

Authors:  Robert Philibert; Meesha Dogan; Amanda Noel; Shelly Miller; Brianna Krukow; Emma Papworth; Joseph Cowley; Jeffrey D Long; Steven R H Beach; Donald W Black
Journal:  Front Genet       Date:  2018-04-24       Impact factor: 4.599

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