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Evaluation of the Predictive Ability, Environmental Regulation and Pharmacogenetics Utility of a BMI-Predisposing Genetic Risk Score during Childhood and Puberty

Authors :
Luis A. Moreno
Rosaura Leis
Jesús Alcalá-Fdez
Augusto Anguita-Ruiz
Francisco Jesus Llorente-Cantarero
Azahara I. Rupérez
Concepción M. Aguilera
Gloria Bueno
Esther M González-Gil
Angel Gil
Belén Pastor-Villaescusa
Mercedes Gil-Campos
Universidade de Santiago de Compostela. Departamento de Ciencias Forenses, Anatomía Patolóxica, Xinecoloxía e Obstetricia, e Pediatría
[Anguita-Ruiz,A
González-Gil,EM
Pastor-Villaescusa,B
Gil,Á
Aguilera,CM] Department of Biochemistry and Molecular Biology II, Institute of Nutrition and Food Technology 'José Mataix', Center of Biomedical Research, University of Granada, Avda. del Conocimiento s/n. Armilla, Granada, Spain. [Anguita-Ruiz,A
Aguilera,CM] Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain. [Anguita-Ruiz,A
Llorente-Cantarero,FJ
Moreno,LA
Gil-Campos,M
Bueno,G
Leis,R
Aguilera,CM] CIBEROBN (Physiopathology of Obesity and Nutrition Network CB12/03/30038), Institute of Health Carlos III (ISCIII), Madrid, Spain. [González-Gil,EM
Rupérez,AI
Bueno,G] Growth, Exercise, Nutrition and Development (GENUD) Research Group, Instituto Agroalimentario de Aragón (IA2), Universidad de Zaragoza, Instituto de Investigación Sanitaria de Aragón (IIS Aragón), Zaragoza, Spain. [Llorente-Cantarero,FJ] Department of Specific Didactics, Faculty of Education, University of Córdoba, Córdoba, Spain. [Llorente-Cantarero,FJ
Gil-Campos,M] PAIDI CTS-329, Maimonides Institute of Biomedical Research of Córdoba (IMIBIC), Córdoba, Spain. [Pastor-Villaescusa,B] LMU—Ludwig-Maximilians-University of Munich, Division of Metabolic and Nutritional Medicine, Dr. von Hauner Children’s Hospital, University of Munich Medical Center, Munich, Germany. [Alcalá-Fdez,J] Department of Computer Science and Artificial Intelligence, University of Granada,Granada, Spain. [Gil-Campos,M] Unit of Pediatric Endocrinology, Reina Sofia University Hospital, Córdoba, Spain. [Bueno,G] Pediatric Department, Lozano Blesa University Clinical Hospital, University of Zaragoza, Zaragoza, Spain. [Leis,R] Unit of Investigation in Nutrition, Growth and Human Development of Galicia, Pediatric Department, Clinic University Hospital of Santiago, University of Santiago de Compostela, Santiago de Compostela, Spain.
This research was supported by the Plan Nacional de Investigación Científica, Desarrollo e Innovación Tecnológica (I + D + I), Instituto de Salud Carlos III-Health Research Funding (FONDOS FEDER) (PI1102042, PI1102059, PI1601301 and PI1600871)
by the Spanish Ministry of Health, Social and Equality, General Department for Pharmacy and Health Products (EC10-243, EC10-056, EC10-281 and EC10-227)
by the Regional Government of Andalusia ('Plan Andaluz de investigación, desarrollo e innovación (2018), P18-RT-2248') and by the Mapfre Foundation ('Research grants by Ignacio H. de Larramendi 2017'). The authors also acknowledge Instituto de Salud Carlos III for personal funding: Contratos i-PFIS: doctorados IIS-empresa en ciencias y tecnologías de la salud de la convocatoria 2017 de la Acción Estratégica en Salud 2013–2016 (IFI17/00048). The authors also acknowledge the University of Granada 'Plan Propio de Investigacion 2016-Excellence actions: Unit of Excellence on Exercise and Health (UCEES)'.
Source :
Minerva: Repositorio Institucional de la Universidad de Santiago de Compostela, Universidad de Santiago de Compostela (USC), Zaguán: Repositorio Digital de la Universidad de Zaragoza, Universidad de Zaragoza, Digibug. Repositorio Institucional de la Universidad de Granada, instname, Minerva. Repositorio Institucional de la Universidad de Santiago de Compostela, Digibug: Repositorio Institucional de la Universidad de Granada, Universidad de Granada (UGR), Journal of Clinical Medicine, Volume 9, Issue 6, Journal of Clinical Medicine, Vol 9, Iss 1705, p 1705 (2020), Zaguán. Repositorio Digital de la Universidad de Zaragoza
Publication Year :
2020
Publisher :
MDPI, 2020.

Abstract

The authors would like to thank the Spanish children and parents who participated in the study.<br />Polygenetic risk scores (pGRSs) consisting of adult body mass index (BMI) genetic variants have been widely associated with obesity in children populations. The implication of such obesity pGRSs in the development of cardio-metabolic alterations during childhood as well as their utility for the clinical prediction of pubertal obesity outcomes has been barely investigated otherwise. In the present study, we evaluated the utility of an adult BMI predisposing pGRS for the prediction and pharmacological management of obesity in Spanish children, further investigating its implication in the appearance of cardio-metabolic alterations. For that purpose, we counted on genetics data from three well-characterized children populations (composed of 574, 96 and 124 individuals), following both cross-sectional and longitudinal designs, expanding childhood and puberty. As a result, we demonstrated that the pGRS is strongly associated with childhood BMI Z-Score (B = 1.56, SE = 0.27 and p-value = 1.90 × 10−8 ), and that could be used as a good predictor of obesity longitudinal trajectories during puberty. On the other hand, we showed that the pGRS is not associated with cardio-metabolic comorbidities in children and that certain environmental factors interact with the genetic predisposition to the disease. Finally, according to the results derived from a weight-reduction metformin intervention in children with obesity, we discarded the utility of the pGRS as a pharmacogenetics marker of metformin response.<br />Plan Nacional de Investigacion Cientifica, Desarrollo e Innovacion Tecnologica (I + D + I), Instituto de Salud Carlos III-Health Research Funding (FONDOS FEDER) PI1102042 PI1102059 PI1601301 PI1600871<br />Spanish Ministry of Health, Social and Equality, General Department for Pharmacy and Health Products EC10-243 EC10-056 EC10-281 EC10-227<br />Regional Government of Andalusia ("Plan Andaluz de investigacion, desarrollo e innovacion (2018)") P18-RT-2248<br />Mapfre Foundation ("Research grants by Ignacio H. de Larramendi 2017")<br />Instituto de Salud Carlos III IFI17/00048

Subjects

Subjects :
Síndrome metabólico
obesity
puberty
Pediatrics
Obesidad
Gene-environment interactions
lcsh:Medicine
Spanish children
Disease
Predictive ability
Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Statistics as Topic::Probability::Risk::Risk Factors [Medical Subject Headings]
0302 clinical medicine
genetics
030212 general & internal medicine
Childhood obesity
Pubertad
pharmacogenetics
0303 health sciences
Farmacogenética
gene-environment interactions
General Medicine
Metabolic syndrome
Genetic risk score
Metformin
Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Epidemiologic Study Characteristics as Topic::Epidemiologic Studies::Cross-Sectional Studies [Medical Subject Headings]
Chemicals and Drugs::Organic Chemicals::Amidines::Guanidines::Biguanides::Metformin [Medical Subject Headings]
Disciplines and Occupations::Natural Science Disciplines::Biological Science Disciplines::Pharmacology::Pharmacogenetics [Medical Subject Headings]
childhood obesity
medicine.drug
medicine.medical_specialty
Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Anthropometry::Body Weights and Measures::Body Mass Index [Medical Subject Headings]
Phenomena and Processes::Reproductive and Urinary Physiological Phenomena::Reproductive Physiological Phenomena::Puberty [Medical Subject Headings]
genetic risk score
Article
metabolic syndrome
Diseases::Pathological Conditions, Signs and Symptoms::Pathologic Processes::Disease Attributes::Disease Susceptibility::Genetic Predisposition to Disease [Medical Subject Headings]
03 medical and health sciences
Obesidad pediátrica
medicine
Genetic predisposition
Genetics
Persons::Persons::Age Groups::Child [Medical Subject Headings]
Obesity
Interacción gen-ambiente
Persons::Persons::Age Groups::Adult [Medical Subject Headings]
childhood
030304 developmental biology
Geographical Locations::Geographic Locations::Europe::Spain [Medical Subject Headings]
business.industry
lcsh:R
Puberty
predictive ability
medicine.disease
Genética
Childhood
Diseases::Nutritional and Metabolic Diseases::Nutrition Disorders::Overnutrition::Obesity::Pediatric Obesity [Medical Subject Headings]
Pharmacogenetics
business
Body mass index

Details

Database :
OpenAIRE
Journal :
Minerva: Repositorio Institucional de la Universidad de Santiago de Compostela, Universidad de Santiago de Compostela (USC), Zaguán: Repositorio Digital de la Universidad de Zaragoza, Universidad de Zaragoza, Digibug. Repositorio Institucional de la Universidad de Granada, instname, Minerva. Repositorio Institucional de la Universidad de Santiago de Compostela, Digibug: Repositorio Institucional de la Universidad de Granada, Universidad de Granada (UGR), Journal of Clinical Medicine, Volume 9, Issue 6, Journal of Clinical Medicine, Vol 9, Iss 1705, p 1705 (2020), Zaguán. Repositorio Digital de la Universidad de Zaragoza
Accession number :
edsair.doi.dedup.....cf460860c4a1040aa92f76ec5bc10f09