Association of Forced Vital Capacity with the Developmental Gene NCOR2

Background Forced Vital Capacity (FVC) is an important predictor of all-cause mortality in the absence of chronic respiratory conditions. Epidemiological evidence highlights the role of early life factors on adult FVC, pointing to environmental exposures and genes affecting lung development as risk factors for low FVC later in life. Although highly heritable, a small number of genes have been found associated with FVC, and we aimed at identifying further genetic variants by focusing on lung development genes. Methods Per-allele effects of 24,728 SNPs in 403 genes involved in lung development were tested in 7,749 adults from three studies (NFBC1966, ECRHS, EGEA). The most significant SNP for the top 25 genes was followed-up in 46,103 adults (CHARGE and SpiroMeta consortia) and 5,062 children (ALSPAC). Associations were considered replicated if the replication p-value survived Bonferroni correction (p<0.002; 0.05/25), with a nominal p-value considered as suggestive evidence. For SNPs with evidence of replication, effects on the expression levels of nearby genes in lung tissue were tested in 1,111 lung samples (Lung eQTL consortium), with further functional investigation performed using public epigenomic profiling data (ENCODE). Results NCOR2-rs12708369 showed strong replication in children (p = 0.0002), with replication unavailable in adults due to low imputation quality. This intronic variant is in a strong transcriptional enhancer element in lung fibroblasts, but its eQTL effects could not be tested due to low imputation quality in the eQTL dataset. SERPINE2-rs6754561 replicated at nominal level in both adults (p = 0.036) and children (p = 0.045), while WNT16-rs2707469 replicated at nominal level only in adults (p = 0.026). The eQTL analyses showed association of WNT16-rs2707469 with expression levels of the nearby gene CPED1. We found no statistically significant eQTL effects for SERPINE2-rs6754561. Conclusions We have identified a new gene, NCOR2, in the retinoic acid signalling pathway pointing to a role of vitamin A metabolism in the regulation of FVC. Our findings also support SERPINE2, a COPD gene with weak previous evidence of association with FVC, and suggest WNT16 as a further promising candidate.

[1]  D. Massaro,et al.  Lung development, lung function, and retinoids. , 2010, The New England journal of medicine.

[2]  Jon W. Huss,et al.  BioGPS: an extensible and customizable portal for querying and organizing gene annotation resources , 2009, Genome Biology.

[3]  M. Hind,et al.  Retinoid induction of alveolar regeneration: from mice to man? , 2009, Thorax.

[4]  H. Inskip,et al.  HHIP, HDAC4, NCR3 and RARB polymorphisms affect fetal, childhood and adult lung function , 2013, European Respiratory Journal.

[5]  David C. Nickle,et al.  Lung eQTLs to Help Reveal the Molecular Underpinnings of Asthma , 2012, PLoS genetics.

[6]  D. Lawlor,et al.  Cohort Profile: The ‘Children of the 90s’—the index offspring of the Avon Longitudinal Study of Parents and Children , 2012, International journal of epidemiology.

[7]  D. Jarvis,et al.  The European Community Respiratory Health Survey II , 1994, European Respiratory Journal.

[8]  Lesley Rushton,et al.  Carbon in airway macrophages and lung function in children , 2006, European Respiratory Review.

[9]  C. Dean,et al.  Planar polarity , 2011, Organogenesis.

[10]  P. Deloukas,et al.  Common Regulatory Variation Impacts Gene Expression in a Cell Type–Dependent Manner , 2009, Science.

[11]  Isaac S. Kohane,et al.  Expression profiles of the mouse lung identify a molecular signature of time-to-birth. , 2009, American journal of respiratory cell and molecular biology.

[12]  G. Spadaro,et al.  The anti‐IgE/anti‐FcεRIα autoantibody network in allergic and autoimmune diseases , 1999 .

[13]  P. Donnelly,et al.  A new multipoint method for genome-wide association studies by imputation of genotypes , 2007, Nature Genetics.

[14]  D. Allison,et al.  Heritability of pulmonary function estimated from pedigree and whole-genome markers , 2013, Front. Genet..

[15]  J. Cheverud,et al.  Molecular Insight into the Association Between Cartilage Regeneration and Ear Wound Healing in Genetic Mouse Models: Targeting New Genes in Regeneration , 2013, G3: Genes, Genomes, Genetics.

[16]  P. Burney,et al.  Forced vital capacity, airway obstruction and survival in a general population sample from the USA , 2010, Thorax.

[17]  D. Jarvis,et al.  The European Community Respiratory Health Survey. , 1994, The European respiratory journal.

[18]  A. Hofman,et al.  Meta-analyses of genome-wide association studies identify multiple loci associated with pulmonary function , 2010, Nature Genetics.

[19]  Christian Gieger,et al.  Genome-wide association and large scale follow-up identifies 16 new loci influencing lung function , 2011, Nature Genetics.

[20]  Peter C Scacheri,et al.  Enhancer variants: evaluating functions in common disease , 2014, Genome Medicine.

[21]  Christoph Lange,et al.  The SERPINE2 gene is associated with chronic obstructive pulmonary disease. , 2006, American journal of human genetics.

[22]  Susumu Goto,et al.  KEGG for integration and interpretation of large-scale molecular data sets , 2011, Nucleic Acids Res..

[23]  Rafael A Irizarry,et al.  Exploration, normalization, and summaries of high density oligonucleotide array probe level data. , 2003, Biostatistics.

[24]  K. Bønnelykke,et al.  Prenatal and postnatal genetic influence on lung function development. , 2014, The Journal of allergy and clinical immunology.

[25]  J. Bousquet,et al.  EGEA (Epidemiological study on the Genetics and Environment of Asthma, bronchial hyperresponsiveness and atopy)-- descriptive characteristics. , 1999, Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology.

[26]  C. Harris,et al.  WNT16B is a new marker of cellular senescence that regulates p53 activity and the phosphoinositide 3-kinase/AKT pathway. , 2009, Cancer research.

[27]  Euclid,et al.  Statistical science : a review journal of the Institute of Mathematical Statistics. , 1986 .

[28]  Lorna M. Lopez,et al.  Genome-wide association analysis identifies six new loci associated with forced vital capacity , 2014, Nature Genetics.

[29]  E. Silverman,et al.  Association of SERPINE2 with asthma. , 2011, Chest.

[30]  William Stafford Noble,et al.  Identification and analysis of functional elements in 1% of the human genome by the ENCODE pilot project , 2007, Nature.

[31]  D. Postma,et al.  Transient early wheeze and lung function in early childhood associated with chronic obstructive pulmonary disease genes. , 2014, The Journal of allergy and clinical immunology.

[32]  G. Duester,et al.  Mechanisms of retinoic acid signalling and its roles in organ and limb development , 2015, Nature Reviews Molecular Cell Biology.

[33]  M. Khoury,et al.  A navigator for human genome epidemiology , 2008, Nature Genetics.

[34]  Juan Pablo Lewinger,et al.  Methodological Issues in Multistage Genome-wide Association Studies. , 2009, Statistical science : a review journal of the Institute of Mathematical Statistics.

[35]  N. Pedersen,et al.  Genetic and environmental influence on lung function impairment in Swedish twins , 2010, Respiratory research.

[36]  R. Crapo,et al.  Socioeconomic status and lung function. , 2007, Chest.

[37]  D. Postma,et al.  Of flies, mice and men: a systematic approach to understanding the early life origins of chronic lung disease , 2012, Thorax.

[38]  D. Warburton,et al.  Lung development and adult lung diseases. , 2007, Chest.

[39]  P. Rantakallio,et al.  The longitudinal study of the northern Finland birth cohort of 1966. , 1988, Paediatric and perinatal epidemiology.

[40]  W. Mechelen,et al.  Tracking of lung function parameters and the longitudinal relationship with lifestyle. , 1998, The European respiratory journal.

[41]  北村 聖 "The New England Journal of Medicine". , 1962, British medical journal.

[42]  P. Burton,et al.  Familial aggregation and heritability of adult lung function: results from the Busselton Health Study. , 2001, The European respiratory journal.

[43]  A. Sacker,et al.  Early life financial adversity and respiratory function in midlife: a prospective birth cohort study. , 2012, American journal of epidemiology.

[44]  B. Hogan,et al.  Preparing for the first breath: genetic and cellular mechanisms in lung development. , 2010, Developmental cell.