RATIONALE: Idiopathic pulmonary fibrosis (IPF) is an untreatable and often fatal lung disease that is increasing in prevalence and is caused by complex interactions between genetic and environmental factors. Epigenetic mechanisms control gene expression and are likely to regulate the IPF transcriptome. OBJECTIVES: To identify methylation marks that modify gene expression in IPF lung. METHODS: We assessed DNA methylation (comprehensive high-throughput arrays for relative methylation arrays [CHARM]) and gene expression (Agilent gene expression arrays) in 94 patients with IPF and 67 control subjects, and performed integrative genomic analyses to define methylation-gene expression relationships in IPF lung. We validated methylation changes by a targeted analysis (Epityper), and performed functional validation of one of the genes identified by our analysis. MEASUREMENTS AND MAIN RESULTS: We identified 2,130 differentially methylated regions (DMRs; <5% false discovery rate), of which 738 are associated with significant changes in gene expression and enriched for expected inverse relationship between methylation and expression (P < 2.2 × 10(-16)). We validated 13/15 DMRs by targeted analysis of methylation. Methylation-expression quantitative trait loci (methyl-eQTL) identified methylation marks that control cis and trans gene expression, with an enrichment for cis relationships (P < 2.2 × 10(-16)). We found five trans methyl-eQTLs where a methylation change at a single DMR is associated with transcriptional changes in a substantial number of genes; four of these DMRs are near transcription factors (castor zinc finger 1 [CASZ1], FOXC1, MXD4, and ZDHHC4). We studied the in vitro effects of change in CASZ1 expression and validated its role in regulation of target genes in the methyl-eQTL. CONCLUSIONS: These results suggest that DNA methylation may be involved in the pathogenesis of IPF.
RATIONALE: Idiopathic pulmonary fibrosis (IPF) is an untreatable and often fatal lung disease that is increasing in prevalence and is caused by complex interactions between genetic and environmental factors. Epigenetic mechanisms control gene expression and are likely to regulate the IPF transcriptome. OBJECTIVES: To identify methylation marks that modify gene expression in IPF lung. METHODS: We assessed DNA methylation (comprehensive high-throughput arrays for relative methylation arrays [CHARM]) and gene expression (Agilent gene expression arrays) in 94 patients with IPF and 67 control subjects, and performed integrative genomic analyses to define methylation-gene expression relationships in IPF lung. We validated methylation changes by a targeted analysis (Epityper), and performed functional validation of one of the genes identified by our analysis. MEASUREMENTS AND MAIN RESULTS: We identified 2,130 differentially methylated regions (DMRs; <5% false discovery rate), of which 738 are associated with significant changes in gene expression and enriched for expected inverse relationship between methylation and expression (P < 2.2 × 10(-16)). We validated 13/15 DMRs by targeted analysis of methylation. Methylation-expression quantitative trait loci (methyl-eQTL) identified methylation marks that control cis and trans gene expression, with an enrichment for cis relationships (P < 2.2 × 10(-16)). We found five trans methyl-eQTLs where a methylation change at a single DMR is associated with transcriptional changes in a substantial number of genes; four of these DMRs are near transcription factors (castor zinc finger 1 [CASZ1], FOXC1, MXD4, and ZDHHC4). We studied the in vitro effects of change in CASZ1 expression and validated its role in regulation of target genes in the methyl-eQTL. CONCLUSIONS: These results suggest that DNA methylation may be involved in the pathogenesis of IPF.
Entities:
Keywords:
DNA methylation; gene expression; mapping; pulmonary fibrosis; quantitative trait
Authors: Chunxi Wang; Zhihui Liu; Chan-Wook Woo; Zhijie Li; Lifeng Wang; Jun S Wei; Victor E Marquez; Susan E Bates; Qihuang Jin; Javed Khan; Kai Ge; Carol J Thiele Journal: Cancer Res Date: 2011-11-08 Impact factor: 12.701
Authors: Rafael A Irizarry; Christine Ladd-Acosta; Benilton Carvalho; Hao Wu; Sheri A Brandenburg; Jeffrey A Jeddeloh; Bo Wen; Andrew P Feinberg Journal: Genome Res Date: 2008-03-03 Impact factor: 9.043
Authors: Emily S Wan; Weiliang Qiu; Andrea Baccarelli; Vincent J Carey; Helene Bacherman; Stephen I Rennard; Alvar Agusti; Wayne Anderson; David A Lomas; Dawn L Demeo Journal: Hum Mol Genet Date: 2012-04-06 Impact factor: 6.150
Authors: Hong Ji; Lauren I R Ehrlich; Jun Seita; Peter Murakami; Akiko Doi; Paul Lindau; Hwajin Lee; Martin J Aryee; Rafael A Irizarry; Kitai Kim; Derrick J Rossi; Matthew A Inlay; Thomas Serwold; Holger Karsunky; Lena Ho; George Q Daley; Irving L Weissman; Andrew P Feinberg Journal: Nature Date: 2010-08-15 Impact factor: 49.962
Authors: Ivana V Yang; Christopher D Coldren; Sonia M Leach; Max A Seibold; Elissa Murphy; Jia Lin; Rachel Rosen; Amanda J Neidermyer; David F McKean; Steve D Groshong; Carlyne Cool; Gregory P Cosgrove; David A Lynch; Kevin K Brown; Marvin I Schwarz; Tasha E Fingerlin; David A Schwartz Journal: Thorax Date: 2013-06-19 Impact factor: 9.139
Authors: Wei Wu; Nilesh Dave; George C Tseng; Thomas Richards; Eric P Xing; Naftali Kaminski Journal: BMC Bioinformatics Date: 2005-12-28 Impact factor: 3.169
Authors: Tasha E Fingerlin; Elissa Murphy; Weiming Zhang; Anna L Peljto; Kevin K Brown; Mark P Steele; James E Loyd; Gregory P Cosgrove; David Lynch; Steve Groshong; Harold R Collard; Paul J Wolters; Williamson Z Bradford; Karl Kossen; Scott D Seiwert; Roland M du Bois; Christine Kim Garcia; Megan S Devine; Gunnar Gudmundsson; Helgi J Isaksson; Naftali Kaminski; Yingze Zhang; Kevin F Gibson; Lisa H Lancaster; Joy D Cogan; Wendi R Mason; Toby M Maher; Philip L Molyneaux; Athol U Wells; Miriam F Moffatt; Moises Selman; Annie Pardo; Dong Soon Kim; James D Crapo; Barry J Make; Elizabeth A Regan; Dinesha S Walek; Jerry J Daniel; Yoichiro Kamatani; Diana Zelenika; Keith Smith; David McKean; Brent S Pedersen; Janet Talbert; Raven N Kidd; Cheryl R Markin; Kenneth B Beckman; Mark Lathrop; Marvin I Schwarz; David A Schwartz Journal: Nat Genet Date: 2013-04-14 Impact factor: 38.330
Authors: Jessie Nicodemus-Johnson; Katherine A Naughton; Jyotsna Sudi; Kyle Hogarth; Edward T Naurekas; Dan L Nicolae; Anne I Sperling; Julian Solway; Steven R White; Carole Ober Journal: Am J Respir Crit Care Med Date: 2016-02-15 Impact factor: 21.405
Authors: Rebecca L Kusko; John F Brothers; John Tedrow; Kusum Pandit; Luai Huleihel; Catalina Perdomo; Gang Liu; Brenda Juan-Guardela; Daniel Kass; Sherry Zhang; Marc Lenburg; Fernando Martinez; John Quackenbush; Frank Sciurba; Andrew Limper; Mark Geraci; Ivana Yang; David A Schwartz; Jennifer Beane; Avrum Spira; Naftali Kaminski Journal: Am J Respir Crit Care Med Date: 2016-10-15 Impact factor: 21.405
Authors: Alvar Agustí; Josep Maria Antó; Charles Auffray; Ferran Barbé; Esther Barreiro; Jordi Dorca; Joan Escarrabill; Rosa Faner; Laura I Furlong; Judith Garcia-Aymerich; Joaquim Gea; Bertil Lindmark; Eduard Monsó; Vicente Plaza; Milo A Puhan; Josep Roca; Juan Ruiz-Manzano; Laura Sampietro-Colom; Ferran Sanz; Luis Serrano; James Sharpe; Oriol Sibila; Edwin K Silverman; Peter J Sterk; Jacob I Sznajder Journal: Am J Respir Crit Care Med Date: 2015-02-15 Impact factor: 21.405
Authors: Juan C Celedón; Esteban G Burchard; Dean Schraufnagel; Carlos Castillo-Salgado; Marc Schenker; John Balmes; Enid Neptune; Kristin J Cummings; Fernando Holguin; Kristin A Riekert; Juan P Wisnivesky; Joe G N Garcia; Jesse Roman; Rick Kittles; Victor E Ortega; Susan Redline; Rasika Mathias; Al Thomas; Jonathan Samet; Jean G Ford Journal: Ann Am Thorac Soc Date: 2017-05
Authors: Ivana V Yang; Brent S Pedersen; Andrew Liu; George T O'Connor; Stephen J Teach; Meyer Kattan; Rana Tawil Misiak; Rebecca Gruchalla; Suzanne F Steinbach; Stanley J Szefler; Michelle A Gill; Agustin Calatroni; Gloria David; Corinne E Hennessy; Elizabeth J Davidson; Weiming Zhang; Peter Gergen; Alkis Togias; William W Busse; David A Schwartz Journal: J Allergy Clin Immunol Date: 2015-03-11 Impact factor: 10.793
Authors: Ivana V Yang; Iain Konigsberg; Kristyn MacPhail; Li Li; Elizabeth J Davidson; Peggy M Mroz; Nabeel Hamzeh; May Gillespie; Lori J Silveira; Tasha E Fingerlin; Lisa A Maier Journal: Am J Respir Cell Mol Biol Date: 2019-01 Impact factor: 6.914