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Effect modification of FADS2 polymorphisms on the association between breastfeeding and intelligence: results from a collaborative meta-analysis

Fernando Pires Hartwig, Neil Martin Davies, Bernardo Lessa Horta, Tarunveer S. Ahluwalia, Hans Bisgaard, Klaus Bønnelykke, Avshalom Caspi, Terrie E. Moffitt, Richie Poulton, Ayesha Sajjad, Henning W Tiemeier, Albert Dalmau Bueno, Mònica Guxens, Mariona Bustamante Pineda, Loreto Santa-Marina, Nadine Parker, Tomáš Paus, Zdenka Pausova, Lotte Lauritzen, Theresia M. Schnurr, Kim F. Michaelsen, Torben Hansen, Wendy Oddy, Craig E. Pennell, Nicole M. Warrington, George Davey Smith, Cesar Gomes Victora
doi: https://doi.org/10.1101/184234
Fernando Pires Hartwig
1Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, Brazil
2Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
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  • For correspondence: fernandophartwig@gmail.com
Neil Martin Davies
2Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
3School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom
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Bernardo Lessa Horta
1Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, Brazil
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Tarunveer S. Ahluwalia
4COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
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Hans Bisgaard
4COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
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Klaus Bønnelykke
4COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
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Avshalom Caspi
5Duke University, Durham, USA
6Institute of Psychiatry, Psychology, and Neuroscience, King’s College London, London, United Kingdom
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Terrie E. Moffitt
5Duke University, Durham, USA
6Institute of Psychiatry, Psychology, and Neuroscience, King’s College London, London, United Kingdom
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Richie Poulton
7Department of Psychology, University of Otago, Dunedin, New Zealand
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Ayesha Sajjad
8Department of Epidemiology, Erasmus University Medical Centre, Rotterdam, The Netherlands
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Henning W Tiemeier
8Department of Epidemiology, Erasmus University Medical Centre, Rotterdam, The Netherlands
9Department of Child and Adolescent Psychiatry/Psychology, Erasmus University Medical Centre, Rotterdam, The Netherlands
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Albert Dalmau Bueno
10ISGlobal, Centre for Research in Environmental Epidemiology (CREAL), Barcelona, Spain
11Universitat Pompeu Fabra (UPF), Barcelona, Spain
12CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
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Mònica Guxens
9Department of Child and Adolescent Psychiatry/Psychology, Erasmus University Medical Centre, Rotterdam, The Netherlands
10ISGlobal, Centre for Research in Environmental Epidemiology (CREAL), Barcelona, Spain
11Universitat Pompeu Fabra (UPF), Barcelona, Spain
12CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
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Mariona Bustamante Pineda
10ISGlobal, Centre for Research in Environmental Epidemiology (CREAL), Barcelona, Spain
11Universitat Pompeu Fabra (UPF), Barcelona, Spain
12CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
13Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona, Spain
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Loreto Santa-Marina
12CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
14BIODONOSTIA Health Research Institute, San Sebastian, Spain
15Public Health Division of Gipuzkoa, San Sebastian, Spain
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Nadine Parker
16Rotman Research Institute, Baycrest Centre for Geriatric Care, Toronto, Canada
17Institute of Medical Science, University of Toronto, Toronto, Canada
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Tomáš Paus
16Rotman Research Institute, Baycrest Centre for Geriatric Care, Toronto, Canada
18Departments of Psychiatry and Psychology, University of Toronto, Toronto, Canada
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Zdenka Pausova
19Hospital for Sick Children Research Institute, Peter Gilgan Centre for Research and Learning, Toronto, Canada
20Department of Nutritional Sciences, University of Toronto, Toronto, Canada
21Department of Physiology, University of Toronto, Toronto, Canada
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Lotte Lauritzen
22Department of Nutrition, Exercise and Sports, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
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Theresia M. Schnurr
23Novo Nordisk Foundation Centre for Basic Metabolic Research, Section of Metabolic Genetics, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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Kim F. Michaelsen
22Department of Nutrition, Exercise and Sports, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
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Torben Hansen
23Novo Nordisk Foundation Centre for Basic Metabolic Research, Section of Metabolic Genetics, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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Wendy Oddy
24Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
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Craig E. Pennell
25School of Women’s and Infants’ Health, The University of Western Australia, Perth, Australia
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Nicole M. Warrington
25School of Women’s and Infants’ Health, The University of Western Australia, Perth, Australia
26The University of Queensland Diamantina Institute, The University of Queensland, Translational Research Institute, Brisbane, Australia
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George Davey Smith
2Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
3School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom
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Cesar Gomes Victora
3School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom
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Abstract

Background Accumulating evidence suggests that breastfeeding benefits the children’s intelligence. Long-chain polyunsaturated fatty acids (LC-PUFAs) present in breast milk may explain part of this association. Under a nutritional adequacy hypothesis, an interaction between breastfeeding and genetic variants associated with endogenous LC-PUFAs synthesis might be expected. However, the literature on this topic is controversial.

Methods and Findings We investigated this Gene×Environment interaction in a de novo meta-analysis involving >12,000 individuals in the primary analysis, and >45,000 individuals in a secondary analysis using relaxed inclusion criteria. Our primary analysis used ever breastfeeding, FADS2 polymorphisms rs174575 and rs1535 coded assuming a recessive effect of the G allele, and intelligence quotient (IQ) in Z scores. Using random effects meta-analysis, ever breastfeeding was associated with 0.17 (95% CI: 0.03; 0.32) higher Z scores in IQ, or about 2.1 points. There was no strong evidence of interaction, with pooled covariate-adjusted interaction coefficients (i.e., difference between genetic groups of the difference in IQZ scores comparing ever with never breastfed individuals) of 0.12 (95% CI: −0.19; 0.43) and 0.06 (95% CI: −0.16; 0.27) for the rs174575 and rs1535 variants, respectively. Secondary analyses corroborated these results. In studies with >5.85 and <5.85 months of breastfeeding duration, pooled estimates for the rs174575 variant were 0.50 (95% CI: −0.06; 1.06) and 0.14 (95% CI: −0.10; 0.38), respectively, and 0.27 (95% CI: −0.28; 0.82) and −0.01 (95% CI: −0.19; 0.16) for the rs1535 variant. However, between-group comparisons were underpowered.

Conclusions Our findings do not support an interaction between ever breastfeeding and FADS2 polymorphisms. However, our subgroup analysis raises the possibility that breastfeeding supplies LC-PUFAs requirements for cognitive development (if such threshold exists) if it lasts for some (currently unknown) time. Future studies in large individual-level datasets would allow properly powered subgroup analyses and would improve our understanding on the role of breastfeeding duration in the breastfeeding×FADS2 interaction.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC 4.0 International license.
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Posted September 07, 2017.
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Effect modification of FADS2 polymorphisms on the association between breastfeeding and intelligence: results from a collaborative meta-analysis
Fernando Pires Hartwig, Neil Martin Davies, Bernardo Lessa Horta, Tarunveer S. Ahluwalia, Hans Bisgaard, Klaus Bønnelykke, Avshalom Caspi, Terrie E. Moffitt, Richie Poulton, Ayesha Sajjad, Henning W Tiemeier, Albert Dalmau Bueno, Mònica Guxens, Mariona Bustamante Pineda, Loreto Santa-Marina, Nadine Parker, Tomáš Paus, Zdenka Pausova, Lotte Lauritzen, Theresia M. Schnurr, Kim F. Michaelsen, Torben Hansen, Wendy Oddy, Craig E. Pennell, Nicole M. Warrington, George Davey Smith, Cesar Gomes Victora
bioRxiv 184234; doi: https://doi.org/10.1101/184234
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Effect modification of FADS2 polymorphisms on the association between breastfeeding and intelligence: results from a collaborative meta-analysis
Fernando Pires Hartwig, Neil Martin Davies, Bernardo Lessa Horta, Tarunveer S. Ahluwalia, Hans Bisgaard, Klaus Bønnelykke, Avshalom Caspi, Terrie E. Moffitt, Richie Poulton, Ayesha Sajjad, Henning W Tiemeier, Albert Dalmau Bueno, Mònica Guxens, Mariona Bustamante Pineda, Loreto Santa-Marina, Nadine Parker, Tomáš Paus, Zdenka Pausova, Lotte Lauritzen, Theresia M. Schnurr, Kim F. Michaelsen, Torben Hansen, Wendy Oddy, Craig E. Pennell, Nicole M. Warrington, George Davey Smith, Cesar Gomes Victora
bioRxiv 184234; doi: https://doi.org/10.1101/184234

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