Exploring the causal effect of maternal pregnancy adiposity on offspring adiposity: Mendelian randomisation using polygenic risk scores

被引:12
作者
Bond, Tom A. [1 ,2 ,3 ,4 ,5 ]
Richmond, Rebecca C. [4 ,5 ]
Karhunen, Ville [1 ,6 ,7 ]
Cuellar-Partida, Gabriel [3 ,8 ]
Borges, Maria Carolina [4 ,5 ]
Zuber, Verena [1 ,9 ]
Alves, Alexessander Couto [1 ,10 ]
Mason, Dan [11 ]
Yang, Tiffany C. [11 ]
Gunter, Marc J. [12 ]
Dehghan, Abbas [1 ,2 ]
Tzoulaki, Ioanna [1 ,2 ,13 ]
Sebert, Sylvain [6 ]
Evans, David M. [3 ,4 ,14 ]
Lewin, Alex M. [1 ,15 ]
O'Reilly, Paul F. [16 ]
Lawlor, Deborah A. [4 ,5 ]
Jarvelin, Marjo-Riitta [1 ,2 ,6 ,17 ,18 ]
机构
[1] Imperial Coll London, Dept Epidemiol & Biostat, London, England
[2] Imperial Coll London, Sch Publ Hlth, MRC PHE Ctr Environm & Hlth, London, England
[3] Univ Queensland, Diamantina Inst, Brisbane, Qld, Australia
[4] Univ Bristol, MRC Integrat Epidemiol Unit, Bristol, Avon, England
[5] Univ Bristol, Populat Hlth Sci, Bristol Med Sch, Bristol, Avon, England
[6] Univ Oulu, Fac Med, Ctr Life Course Hlth Res, Oulu, Finland
[7] Univ Oulu, Res Unit Math Sci, Oulu, Finland
[8] 23andMe Inc, Sunnyvale, CA USA
[9] Univ Cambridge, MRC Biostat Unit, Sch Clin Med, Cambridge, England
[10] Univ Surrey, Fac Hlth & Med Sci, Sch Biosci & Med, Guildford, Surrey, England
[11] Bradford Teaching Hosp NHS Fdn Trust, Born Bradford, Bradford Inst Hlth Res, Bradford, W Yorkshire, England
[12] IARC, Sect Nutr & Metab, Lyon, France
[13] Univ Ioannina, Dept Hyg & Epidemiol, Med Sch, Ioannina, Greece
[14] Univ Queensland, Inst Mol Biosci, Brisbane, Qld, Australia
[15] London Sch Hyg & Trop Med, Dept Med Stat, London, England
[16] Icahn Sch Med Mt Sinai, Genet & Genom Sci, New York, NY 10029 USA
[17] Oulu Univ Hosp, Unit Primary Care, Oulu, Finland
[18] Brunel Univ London, Coll Hlth & Life Sci, Dept Life Sci, London, England
基金
欧洲研究理事会; 欧盟地平线“2020”; 英国惠康基金; 英国生物技术与生命科学研究理事会; 澳大利亚国家健康与医学研究理事会; 英国医学研究理事会;
关键词
Obesity; BMI; Pregnancy; Child; Maternal; Offspring; DOHaD; Mendelian randomisation; BODY-MASS INDEX; GESTATIONAL WEIGHT-GAIN; OBESITY; ASSOCIATION; CHILDHOOD; BIRTH; INSTRUMENTS; CHILDREN; HEALTH; BIAS;
D O I
10.1186/s12916-021-02216-w
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background Greater maternal adiposity before or during pregnancy is associated with greater offspring adiposity throughout childhood, but the extent to which this is due to causal intrauterine or periconceptional mechanisms remains unclear. Here, we use Mendelian randomisation (MR) with polygenic risk scores (PRS) to investigate whether associations between maternal pre-/early pregnancy body mass index (BMI) and offspring adiposity from birth to adolescence are causal. Methods We undertook confounder adjusted multivariable (MV) regression and MR using mother-offspring pairs from two UK cohorts: Avon Longitudinal Study of Parents and Children (ALSPAC) and Born in Bradford (BiB). In ALSPAC and BiB, the outcomes were birthweight (BW; N = 9339) and BMI at age 1 and 4 years (N = 8659 to 7575). In ALSPAC only we investigated BMI at 10 and 15 years (N = 4476 to 4112) and dual-energy X-ray absorptiometry (DXA) determined fat mass index (FMI) from age 10-18 years (N = 2659 to 3855). We compared MR results from several PRS, calculated from maternal non-transmitted alleles at between 29 and 80,939 single nucleotide polymorphisms (SNPs). Results MV and MR consistently showed a positive association between maternal BMI and BW, supporting a moderate causal effect. For adiposity at most older ages, although MV estimates indicated a strong positive association, MR estimates did not support a causal effect. For the PRS with few SNPs, MR estimates were statistically consistent with the null, but had wide confidence intervals so were often also statistically consistent with the MV estimates. In contrast, the largest PRS yielded MR estimates with narrower confidence intervals, providing strong evidence that the true causal effect on adolescent adiposity is smaller than the MV estimates (P-difference = 0.001 for 15-year BMI). This suggests that the MV estimates are affected by residual confounding, therefore do not provide an accurate indication of the causal effect size. Conclusions Our results suggest that higher maternal pre-/early-pregnancy BMI is not a key driver of higher adiposity in the next generation. Thus, they support interventions that target the whole population for reducing overweight and obesity, rather than a specific focus on women of reproductive age.
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页数:16
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