Differential sex-association between PCSK1 polymorphisms and obesity risk in Portuguese children.

Bibliographic Details
Title: Differential sex-association between PCSK1 polymorphisms and obesity risk in Portuguese children.
Authors: Manco L; Research Centre for Anthropology and Health (CIAS), University of Coimbra, Coimbra, Portugal.; Department of Life Sciences, University of Coimbra, Coimbra, Portugal., Albuquerque D; Research Centre for Anthropology and Health (CIAS), University of Coimbra, Coimbra, Portugal., Aranda B; Research Centre for Anthropology and Health (CIAS), University of Coimbra, Coimbra, Portugal., Rodrigues D; Research Centre for Anthropology and Health (CIAS), University of Coimbra, Coimbra, Portugal., Machado-Rodrigues AM; Research Centre for Anthropology and Health (CIAS), University of Coimbra, Coimbra, Portugal.; Faculty of Sport Sciences and Physical Education, University of Coimbra, Coimbra, Portugal., Padez C; Research Centre for Anthropology and Health (CIAS), University of Coimbra, Coimbra, Portugal.; Department of Life Sciences, University of Coimbra, Coimbra, Portugal.
Source: American journal of human biology : the official journal of the Human Biology Council [Am J Hum Biol] 2024 May; Vol. 36 (5), pp. e24023. Date of Electronic Publication: 2023 Nov 27.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Language: English
Journal Info: Publisher: Wiley-Blackwell Country of Publication: United States NLM ID: 8915029 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1520-6300 (Electronic) Linking ISSN: 10420533 NLM ISO Abbreviation: Am J Hum Biol Subsets: MEDLINE
Imprint Name(s): Publication: New York, NY : Wiley-Blackwell
Original Publication: New York, NY : Alan R. Liss, Inc., c1989-
MeSH Terms: Proprotein Convertase 1*/genetics, Portugal/epidemiology ; Obesity/genetics ; Obesity/epidemiology ; Overweight/genetics ; Overweight/epidemiology ; Pediatric Obesity/genetics ; Pediatric Obesity/epidemiology ; Humans ; Child ; Male ; Female ; Case-Control Studies ; Adolescent ; Child, Preschool ; Sex Factors ; Polymorphism, Genetic ; Body Mass Index ; Polymorphism, Single Nucleotide ; Genetic Predisposition to Disease ; Risk Factors
Abstract: Objectives: The proprotein convertase subtilisin/Kexin type 1 gene (PCSK1) is implicated in hypothalamic appetite control. Several studies have addressed the relationship between PCSK1 polymorphisms and obesity, although conflicting results were observed. We tested the potential association of four PCSK1 variants with the risk of overweight/obesity and related variables in Portuguese children.
Methods: This is a case-control study, where four PCSK1 variants, rs6230 (c.-101T>C), rs6232 (p.N221D), rs6235 (p.S690T), and rs3811942 (c.*265T>C), were analyzed in Portuguese children (aged 5-13 years-old). Anthropometric measures were objectively collected and used to provide weight-for-age, height-for-age, and body mass index (BMI) for age. The indices generated were compared to standard reference values of WHO to obtain the corresponding Z-scores.
Results: Logistic regression, in the dominant model, revealed no significant associations between the four individual PCSK1 variants and the risk of overweight/obesity in the total population. However, stratifying the sample by sex, a marginally significant association was found between the rs6235 minor C-allele and increased overweight/obesity in boys (n = 345) (OR 1.55 [1.01-2.38] p = .044), but not in girls (n = 340) (OR 0.73 [0.46-1.14] p = .169). Consistently, boys with genotype GG presented lower BMI Z-score (0.62) when compared to those with the genotypes GC + CC (1.04). Testing for different effects in males versus females, a significant interaction was found between the rs6235 polymorphism and sex for BMI Z-score (p = .025).
Conclusions: Results of this study suggest for a sex-differentiated association between PCSK1 rs6235 and overweight/ obesity in Portuguese children.
(© 2023 Wiley Periodicals LLC.)
References: Albuquerque, D., Nóbrega, C., & Manco, L. (2013). Association of FTO polymorphisms with obesity and obesity‐related outcomes in Portuguese children. PLoS One, 8(1), e54370. https://doi.org/10.1371/journal.pone.0054370.
Benzinou, M., Creemers, J. W., Choquet, H., Lobbens, S., Dina, C., Durand, E., Guerardel, A., Boutin, P., Jouret, B., Heude, B., Balkau, B., Tichet, J., Marre, M., Potoczna, N., Horber, F., Le Stunff, C., Czernichow, S., Sandbaek, A., Lauritzen, T., … Froguel, P. (2008). Common nonsynonymous variants in PCSK1 confer risk of obesity. Nature Genetics, 40(8), 943–945. https://doi.org/10.1038/ng.177.
Castro, G. V., Latorre, A. F. S., Korndorfer, F. P., de Carlos Back, L. K., & Lofgren, S. E. (2021). The impact of variants in four genes: MC4R, FTO, PPARG and PPARGC1A in overweight and obesity in a large sample of the Brazilian population. Biochemical Genetics, 59(6), 1666–1679. https://doi.org/10.1007/s10528-021-10079-2.
Chang, K., Khandpur, N., Neri, D., Touvier, M., Huybrechts, I., Millett, C., & Vamos, E. P. (2021). Association between childhood consumption of ultraprocessed food and adiposity trajectories in the avon longitudinal study of parents and children birth cohort. JAMA Pediatrics, 175(9), e211573. https://doi.org/10.1001/jamapediatrics.2021.1573.
Chang, Y. C., Chiu, Y. F., Shih, K. C., Lin, M. W., Sheu, W. H., Donlon, T., Curb, J. D., Jou, Y. S., Chang, T. J., Li, H. Y., & Chuang, L. M. (2010). Common PCSK1 haplotypes are associated with obesity in the Chinese population. Obesity (Silver Spring, MD), 18(7), 1404–1409. https://doi.org/10.1038/oby.2009.390.
Choquet, H., Kasberger, J., Hamidovic, A., & Jorgenson, E. (2013). Contribution of common PCSK1 genetic variants to obesity in 8,359 subjects from multi‐ethnic American population. PLoS One, 8(2), e57857. https://doi.org/10.1371/journal.pone.0057857.
Cole, T. J., Bellizzi, M. C., Flegal, K. M., & Dietz, W. H. (2000). Establishing a standard definition for child overweight and obesity worldwide: International survey. BMJ (Clinical Research Ed), 320(7244), 1240–1243. https://doi.org/10.1136/bmj.320.7244.1240.
Coll, A. P., Farooqi, I. S., & O'Rahilly, S. (2007). The hormonal control of food intake. Cell, 129(2), 251–262. https://doi.org/10.1016/j.cell.2007.04.001.
de Onis, M., Onyango, A. W., Borghi, E., Siyam, A., Nishida, C., & Siekmann, J. (2007). Development of a WHO growth reference for school‐aged children and adolescents. Bulletin of the World Health Organization, 85, 660–667. https://doi.org/10.2471/BLT.07.043497.
Fang, Z., Zhu, L., Zhang, T., Jin, Y., Chen, Y., & Yao, Y. (2022). Sex‐specific genetic association of brain and muscle Arnt‐like protein‐1 (BMAL1) and obesity in Chinese youth. Obesity Research & Clinical Practice, 16(6), 464–469. https://doi.org/10.1016/j.orcp.2022.10.008.
Frisancho, A. R. (2008). Anthropometric Standards. An Interactive Nutritional Reference of Body Size and Body Composition for Children and Adults. ISBN 13: 978‐0‐472‐11591‐4, ISBN 10: 0‐472‐11591‐X. https://doi.org/10.3998/mpub.93311.
Gauderman, W. J., & Morrison, J. M. (2006). QUANTO 1.1: A computer program for power and sample size calculations for genetic‐epidemiology studies. http://hydra.usc.edu/gxe.
Gjesing, A. P., Vestmar, M. A., Jørgensen, T., Heni, M., Holst, J. J., Witte, D. R., Hansen, T., & Pedersen, O. (2011). The effect of PCSK1 variants on waist, waist‐hip ratio and glucose metabolism is modified by sex and glucose tolerance status. PLoS One, 6(9), e23907. https://doi.org/10.1371/journal.pone.0023907.
Goodarzi, M. O. (2018). Genetics of obesity: What genetic association studies have taught us about the biology of obesity and its complications. The lancet. Diabetes & Endocrinology, 6(3), 223–236. https://doi.org/10.1016/S2213-8587(17)30200-0.
Heid, I. M., Jackson, A. U., Randall, J. C., Winkler, T. W., Qi, L., Steinthorsdottir, V., Thorleifsson, G., Zillikens, M. C., Speliotes, E. K., Mägi, R., Workalemahu, T., White, C. C., Bouatia‐Naji, N., Harris, T. B., Berndt, S. I., Ingelsson, E., Willer, C. J., Weedon, M. N., Luan, J., … Lindgren, C. M. (2010). Meta‐analysis identifies 13 new loci associated with waist‐hip ratio and reveals sexual dimorphism in the genetic basis of fat distribution. Nature Genetics, 42(11), 949–960. https://doi.org/10.1038/ng.685.
Jackson, R. S., Creemers, J. W., Farooqi, I. S., Raffin‐Sanson, M. L., Varro, A., Dockray, G. J., Holst, J. J., Brubaker, P. L., Corvol, P., Polonsky, K. S., Ostrega, D., Becker, K. L., Bertagna, X., Hutton, J. C., White, A., Dattani, M. T., Hussain, K., Middleton, S. J., Nicole, T. M., … O'Rahilly, S. (2003). Small‐intestinal dysfunction accompanies the complex endocrinopathy of human proprotein convertase 1 deficiency. The Journal of Clinical Investigation, 112(10), 1550–1560. https://doi.org/10.1172/JCI18784.
Jackson, R. S., Creemers, J. W., Ohagi, S., Raffin‐Sanson, M. L., Sanders, L., Montague, C. T., Hutton, J. C., & O'Rahilly, S. (1997). Obesity and impaired prohormone processing associated with mutations in the human prohormone convertase 1 gene. Nature Genetics, 16(3), 303–306. https://doi.org/10.1038/ng0797-303.
Jarvela, T. S., Shakya, M., Bachor, T., White, A., Low, M. J., & Lindberg, I. (2019). Reduced stability and pH‐dependent activity of a common obesity‐linked PCSK1 polymorphism, N221D. Endocrinology, 160(11), 2630–2645. https://doi.org/10.1210/en.2019-00418.
Kilpeläinen, T. O., Bingham, S. A., Khaw, K. T., Wareham, N. J., & Loos, R. J. (2009). Association of variants in the PCSK1 gene with obesity in the EPIC‐Norfolk study. Human Molecular Genetics, 18(18), 3496–3501. https://doi.org/10.1093/hmg/ddp280.
Löffler, D., Behrendt, S., Creemers, J. W. M., Klammt, J., Aust, G., Stanik, J., Kiess, W., Kovacs, P., & Körner, A. (2016). Functional and clinical relevance of novel and known PCSK1 variants for childhood obesity and glucose metabolism. Molecular Metabolism, 6(3), 295–305. https://doi.org/10.1016/j.molmet.2016.12.002.
Loos, R. J. F., & Yeo, G. S. H. (2022). The genetics of obesity: From discovery to biology. Nature Reviews. Genetics, 23(2), 120–133. https://doi.org/10.1038/s41576-021-00414-z.
Manco, L., Pinho, S., Albuquerque, D., Machado‐Rodrigues, A. M., & Padez, C. (2019). Physical activity and the association between the FTO rs9939609 polymorphism and obesity in Portuguese children aged 3 to 11 years. American Journal of Human Biology: The Official Journal of the Human Biology Council, 31(6), e23312. https://doi.org/10.1002/ajhb.23312.
Najd‐Hassan‐Bonab, L., Givi, N. J., Moazzam‐Jazi, M., Masjoudi, S., Ghafari, N., & Daneshpour, M. S. (2023). Sex‐specific association of FABP2 polymorphisms with the risk of obesity in the Tehran Cardio‐Metabolic Genetic Study (TCGS). Gene, 876, 147519. https://doi.org/10.1016/j.gene.2023.147519.
NCD Risk Factor Collaboration (NCD‐RisC). (2017). Worldwide trends in body‐mass index, underweight, overweight, and obesity from 1975 to 2016: A pooled analysis of 2416 population‐based measurement studies in 128·9 million children, adolescents, and adults. Lancet (London, England), 390(10113), 2627–2642. https://doi.org/10.1016/S0140-6736(17)32129-3.
Nead, K. T., Li, A., Wehner, M. R., Neupane, B., Gustafsson, S., Butterworth, A., Engert, J. C., Davis, A. D., Hegele, R. A., Miller, R., den Hoed, M., Khaw, K. T., Kilpeläinen, T. O., Wareham, N., Edwards, T. L., Hallmans, G., Varga, T. V., Kardia, S. L., Smith, J. A., … Meyre, D. (2015). Contribution of common non‐synonymous variants in PCSK1 to body mass index variation and risk of obesity: A systematic review and meta‐analysis with evidence from up to 331 175 individuals. Human Molecular Genetics, 24(12), 3582–3594. https://doi.org/10.1093/hmg/ddv097.
Nordang, G. B. N., Busk, Ø. L., Tveten, K., Hanevik, H. I., Fell, A. K. M., Hjelmesæth, J., Holla, Ø. L., & Hertel, J. K. (2017). Next‐generation sequencing of the monogenic obesity genes LEP, LEPR, MC4R, PCSK1 and POMC in a Norwegian cohort of patients with morbid obesity and normal weight controls. Molecular Genetics and Metabolism, 121(1), 51–56. https://doi.org/10.1016/j.ymgme.2017.03.007.
Purcell, S., Neale, B., Todd‐Brown, K., Thomas, L., Ferreira, M. A., Bender, D., Maller, J., Sklar, P., de Bakker, P. I., Daly, M. J., & Sham, P. C. (2007). PLINK: A tool set for whole‐genome association and population‐based linkage analyses. American Journal of Human Genetics, 81(3), 559–575. https://doi.org/10.1086/519795.
Qi, Q., Li, H., Loos, R. J., Liu, C., Hu, F. B., Wu, H., Yu, Z., & Lin, X. (2010). Association of PCSK1 rs6234 with obesity and related traits in a Chinese Han population. PLoS One, 5(5), e10590. https://doi.org/10.1371/journal.pone.0010590.
Ramos‐Molina, B., Martin, M. G., & Lindberg, I. (2016). PCSK1 variants and human obesity. Progress in Molecular Biology and Translational Science, 140, 47–74. https://doi.org/10.1016/bs.pmbts.2015.12.001.
Stijnen, P., Tuand, K., Varga, T. V., Franks, P. W., Aertgeerts, B., & Creemers, J. W. (2014). The association of common variants in PCSK1 with obesity: A HuGE review and meta‐analysis. American Journal of Epidemiology, 180(11), 1051–1065. https://doi.org/10.1093/aje/kwu237.
Wigginton, J. E., Cutler, D. J., & Abecasis, G. R. (2005). A note on exact tests of Hardy‐Weinberg equilibrium. American Journal of Human Genetics, 76(5), 887–893. https://doi.org/10.1086/429864.
Zillikens, M. C., Yazdanpanah, M., Pardo, L. M., Rivadeneira, F., Aulchenko, Y. S., Oostra, B. A., Uitterlinden, A. G., Pols, H. A., & van Duijn, C. M. (2008). Sex‐specific genetic effects influence variation in body composition. Diabetologia, 51(12), 2233–2241. https://doi.org/10.1007/s00125-008-1163-0.
Grant Information: UIDB/00283/2020 Fundação para a Ciência e a Tecnologia; PTDC/DTP-SAP/1520/2014 COMPETE 2020, Portugal 2020
Substance Nomenclature: EC 3.4.21.93 (Proprotein Convertase 1)
EC 3.4.21.93 (PCSK1 protein, human)
Entry Date(s): Date Created: 20231127 Date Completed: 20240501 Latest Revision: 20240806
Update Code: 20260130
DOI: 10.1002/ajhb.24023
PMID: 38009939
Database: MEDLINE
Description
ISSN:1520-6300
DOI:10.1002/ajhb.24023