Serum Phosphate, BMI, and Body Composition of Middle-Aged and Older Adults: A Cross-Sectional Association Analysis and Bidirectional Mendelian Randomization Study. Issue 1 (9th November 2021)
- Record Type:
- Journal Article
- Title:
- Serum Phosphate, BMI, and Body Composition of Middle-Aged and Older Adults: A Cross-Sectional Association Analysis and Bidirectional Mendelian Randomization Study. Issue 1 (9th November 2021)
- Main Title:
- Serum Phosphate, BMI, and Body Composition of Middle-Aged and Older Adults: A Cross-Sectional Association Analysis and Bidirectional Mendelian Randomization Study
- Authors:
- Bosman, Ariadne
Campos-Obando, Natalia
Medina-Gomez, Carolina
Voortman, Trudy
Uitterlinden, André G
Zillikens, M Carola - Abstract:
- ABSTRACT: Background: Observational studies have reported associations between serum phosphate and BMI in specific clinical settings, but the nature of this relation in the general population is unclear. Objectives: The aim of this study was twofold: to investigate the association between serum phosphate and BMI and body composition, as well as to explore evidence of causality through a bidirectional one-sample Mendelian randomization (MR) in the population-based Rotterdam Study (RS). Methods: Observational associations between phosphate (mg/dL) and BMI, lean mass, and fat percentage (fat%), estimated by DXA, were analyzed using multivariable regression models in 9202 participants aged 45–100 y from 3 RS cohorts. The role of serum leptin was examined in a subgroup of 1089 participants. For MR analyses, allele scores with 6 single-nucleotide polymorphisms (SNPs) for phosphate and 905 SNPs for BMI were constructed in 7983 participants. Results: Phosphate was inversely associated with BMI in the total population (β: –0.89; 95% CI: –1.17, –0.62), and stronger in women (β: –1.92; 95% CI: –2.20, –1.65) than in men (β: –0.37; 95% CI: –0.68, –0.06) ( P- interaction < 0.05). Adjustment for leptin did not change results in men. In women, adjustment for leptin attenuated the association, but it was not abolished (β: –0.94; 95% CI: –1.45, –0.42). Phosphate was inversely associated with fat%, but not with lean mass, in both sexes. MR analyses suggested a causal effect of BMI on serumABSTRACT: Background: Observational studies have reported associations between serum phosphate and BMI in specific clinical settings, but the nature of this relation in the general population is unclear. Objectives: The aim of this study was twofold: to investigate the association between serum phosphate and BMI and body composition, as well as to explore evidence of causality through a bidirectional one-sample Mendelian randomization (MR) in the population-based Rotterdam Study (RS). Methods: Observational associations between phosphate (mg/dL) and BMI, lean mass, and fat percentage (fat%), estimated by DXA, were analyzed using multivariable regression models in 9202 participants aged 45–100 y from 3 RS cohorts. The role of serum leptin was examined in a subgroup of 1089 participants. For MR analyses, allele scores with 6 single-nucleotide polymorphisms (SNPs) for phosphate and 905 SNPs for BMI were constructed in 7983 participants. Results: Phosphate was inversely associated with BMI in the total population (β: –0.89; 95% CI: –1.17, –0.62), and stronger in women (β: –1.92; 95% CI: –2.20, –1.65) than in men (β: –0.37; 95% CI: –0.68, –0.06) ( P- interaction < 0.05). Adjustment for leptin did not change results in men. In women, adjustment for leptin attenuated the association, but it was not abolished (β: –0.94; 95% CI: –1.45, –0.42). Phosphate was inversely associated with fat%, but not with lean mass, in both sexes. MR analyses suggested a causal effect of BMI on serum phosphate (β: –0.01; 95% CI: –0.02, 0.00) but not vice versa. Conclusions: Serum phosphate was inversely associated with BMI and fat% in a population-based study of middle-aged and older adults, with a stronger effect in women than in men. Adjusting for leptin attenuated this relation in women only. MR results suggest a causal effect of BMI on phosphate but not vice versa. An underlying sex dimorphism in phosphate homeostasis should be further explored. … (more)
- Is Part Of:
- Journal of nutrition. Volume 152:Issue 1(2022)
- Journal:
- Journal of nutrition
- Issue:
- Volume 152:Issue 1(2022)
- Issue Display:
- Volume 152, Issue 1 (2022)
- Year:
- 2022
- Volume:
- 152
- Issue:
- 1
- Issue Sort Value:
- 2022-0152-0001-0000
- Page Start:
- 276
- Page End:
- 285
- Publication Date:
- 2021-11-09
- Subjects:
- phosphate -- BMI -- Mendelian randomization -- fat mass -- lean mass -- population-based cohort
Nutrition -- Periodicals
Diet -- Periodicals
613.205 - Journal URLs:
- https://www.sciencedirect.com/journal/the-journal-of-nutrition ↗
https://jn.nutrition.org/ ↗
https://academic.oup.com/jn ↗
http://www.oxfordjournals.org/ ↗ - DOI:
- 10.1093/jn/nxab351 ↗
- Languages:
- English
- ISSNs:
- 0022-3166
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 5024.000000
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