Interactions between the lipidome and genetic and environmental factors in autism

被引:16
|
作者
Yap, Chloe X. [1 ,2 ,3 ]
Henders, Anjali K. [2 ,3 ]
Alvares, Gail A. [3 ,4 ,6 ]
Giles, Corey [5 ,6 ]
Huynh, Kevin [5 ,6 ]
Nguyen, Anh [5 ,6 ]
Wallace, Leanne [2 ,3 ]
McLaren, Tiana [2 ,3 ]
Yang, Yuanhao [2 ,3 ]
Hernandez, Leanna M. [7 ]
Gandal, Michael J. [3 ,7 ,8 ,9 ,10 ,11 ]
Hansell, Narelle K. [12 ]
Cleary, Dominique [3 ,4 ]
Grove, Rachel [3 ,13 ,14 ]
Hafekost, Claire [3 ,4 ]
Harun, Alexis [3 ,4 ]
Holdsworth, Helen [1 ,3 ,15 ]
Jellett, Rachel [3 ,16 ]
Khan, Feroza [3 ,14 ]
Lawson, Lauren P. [3 ,6 ,17 ]
Leslie, Jodie [3 ,4 ]
Frenk, Mira Levis [1 ,3 ,14 ,15 ]
Masi, Anne [3 ,14 ]
Mathew, Nisha E. [3 ,14 ]
Muniandy, Melanie [3 ,16 ]
Nothard, Michaela [1 ,3 ,16 ]
Miller, Jessica L. [12 ]
Nunn, Lorelle [2 ]
Strike, Lachlan T. [12 ]
Cadby, Gemma [18 ]
Moses, Eric K. [19 ,20 ]
de Zubicaray, Greig, I [3 ,21 ]
Thompson, Paul M. [22 ]
McMahon, Katie L. [23 ]
Wright, Margaret J. [12 ,24 ]
Visscher, Peter M. [2 ]
Dawson, Paul A. [1 ,3 ]
Dissanayake, Cheryl [3 ,16 ]
Eapen, Valsamma [3 ,14 ,25 ]
Heussler, Helen S. [3 ,15 ,26 ]
Whitehouse, Andrew J. O. [3 ,4 ]
Meikle, Peter J. [5 ,6 ,27 ]
Wray, Naomi R. [2 ,3 ,12 ]
Gratten, Jacob [1 ,2 ,3 ]
Hung, Joseph [28 ]
Hui, Jennie [28 ]
Beilby, John [28 ]
机构
[1] Univ Queensland, Mater Res Inst, Brisbane, Qld, Australia
[2] Univ Queensland, Inst Mol Biosci, Brisbane, Qld, Australia
[3] Cooperat Res Ctr Living Autism, Long Pocket, Qld, Australia
[4] Univ Western Australia, Telethon Kids Inst, Perth, WA, Australia
[5] Baker Heart & Diabet Inst, Melbourne, Vic, Australia
[6] Univ Melbourne, Baker Dept Cardiometab Hlth, Melbourne, Vic, Australia
[7] Univ Calif Los Angeles, David Geffen Sch Med, Semel Inst, Dept Psychiat & Biobehav Sci, Los Angeles, CA USA
[8] Univ Penn, Lifespan Brain Inst Penn Med, Philadelphia, PA USA
[9] Univ Penn, Childrens Hosp Philadelphia, Dept Psychiat, Philadelphia, PA USA
[10] Univ Calif Los Angeles, David Geffen Sch Med, Semel Inst, Program Neurobehav Genet, Los Angeles, CA USA
[11] Univ Calif Los Angeles, David Geffen Sch Med, Dept Human Genet, Los Angeles, CA USA
[12] Univ Queensland, Queensland Brain Inst, Brisbane, Qld, Australia
[13] Univ Technol Sydney, Fac Hlth, Sydney, NSW, Australia
[14] Univ New South Wales, Fac Med, Sch Psychiat, Sydney, NSW, Australia
[15] Univ Queensland, Child Hlth Res Ctr, Brisbane, Qld, Australia
[16] La Trobe Univ, Olga Tennison Autism Res Ctr, Melbourne, Australia
[17] La Trobe Univ, Dept Psychol Counselling & Therapy, Melbourne, Australia
[18] Univ Western Australia, Sch Populat & Global Hlth, Perth, WA, Australia
[19] Univ Tasmania, Menzies Inst Med Res, Hobart, Tas, Australia
[20] Univ Western Australia, Sch Biomed Sci, Perth, WA, Australia
[21] Queensland Univ Technol, Fac Hlth, Sch Psychol & Counselling, Brisbane, Qld, Australia
[22] Univ Southern Calif, Keck Sch Med, Imaging Genet Ctr, Mark & Mary Stevens Neuroimaging & Informat Inst, Los Angeles, CA USA
[23] Queensland Univ Technol, Ctr Biomed Technol, Sch Clin Sci, Brisbane, Qld, Australia
[24] Univ Queensland, Ctr Adv Imaging, Brisbane, Qld, Australia
[25] Liverpool Hosp, Ingham Inst Appl Med Res, Acad Unit Child Psychiat South West Sydney, Sydney, NSW, Australia
[26] Childrens Hlth Queensland, Child Dev Program, Brisbane, Qld, Australia
[27] La Trobe Univ, Baker Dept Cardiovasc Res Translat & Implementat, Melbourne, Vic, Australia
[28] Busselton Population Med Res Inst Inc, Perth, Australia
基金
澳大利亚研究理事会; 英国医学研究理事会;
关键词
SHORT-SLEEP DURATION; RISK-FACTORS; FATTY-ACIDS; CHILDREN; OBESITY; QUESTIONNAIRE; ASSOCIATION; CHILDHOOD; SCORES; EQTL;
D O I
10.1038/s41591-023-02271-1
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Detailed analyses pairing deep phenotyping and molecular profiles reveal mediating roles of plasma lipids in genetic and environmental factors associated with autism-related traits in children. Autism omics research has historically been reductionist and diagnosis centric, with little attention paid to common co-occurring conditions (for example, sleep and feeding disorders) and the complex interplay between molecular profiles and neurodevelopment, genetics, environmental factors and health. Here we explored the plasma lipidome (783 lipid species) in 765 children (485 diagnosed with autism spectrum disorder (ASD)) within the Australian Autism Biobank. We identified lipids associated with ASD diagnosis (n = 8), sleep disturbances (n = 20) and cognitive function (n = 8) and found that long-chain polyunsaturated fatty acids may causally contribute to sleep disturbances mediated by the FADS gene cluster. We explored the interplay of environmental factors with neurodevelopment and the lipidome, finding that sleep disturbances and unhealthy diet have a convergent lipidome profile (with potential mediation by the microbiome) that is also independently associated with poorer adaptive function. In contrast, ASD lipidome differences were accounted for by dietary differences and sleep disturbances. We identified a large chr19p13.2 copy number variant genetic deletion spanning the LDLR gene and two high-confidence ASD genes (ELAVL3 and SMARCA4) in one child with an ASD diagnosis and widespread low-density lipoprotein-related lipidome derangements. Lipidomics captures the complexity of neurodevelopment, as well as the biological effects of conditions that commonly affect quality of life among autistic people.
引用
收藏
页码:936 / 949
页数:37
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