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Messiah SE, Xie L, Kapti EG, Chandrasekhar A, Srikanth N, Hill K, Williams S, Reid A, Mathew MS, Barlow SE. Prevalence of the metabolic syndrome by household food insecurity status in the United States adolescent population, 2001-2020: a cross-sectional study. Am J Clin Nutr 2024; 119:354-361. [PMID: 38042411 DOI: 10.1016/j.ajcnut.2023.11.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 10/27/2023] [Accepted: 11/27/2023] [Indexed: 12/04/2023] Open
Abstract
BACKGROUND Household food insecurity (FI) is a modifiable social determinant of health linked to chronic health outcomes. Little is known, however, about the prevalence of metabolic syndrome (MetS) in pediatric population-based studies by household FI status. OBJECTIVES The objective of the study was to estimate the prevalence of the MetS by household FI status over the past 2 decades. METHODS This cross-sectional study used data from the 2001-2020 National Health and Nutrition Examination Survey (NHANES). Participants were nonpregnant adolescents ages 12- 18 y in United States. The prevalence of MetS [elevated waist circumference and >2 of the following risk factors: elevated blood pressure, and fasting glucose, triglyceride, and/or low high-density lipoprotein (HDL) cholesterol concentrations] by FI status was evaluated using chi-square and logistic regression analyses. RESULTS The estimated prevalence of MetS was 2.66% [95% confidence interval (CI): 2.28%, 3.09%] in the final analytical sample (unweighted N = 12,932). A total of 3.39% (95% CI: 2.53%, 4.53%) of adolescents from FI households had MetS compared to 2.48% (95% CI: 2.11%, 2.9%) among adolescents with no household FI. Hispanic adolescents had the highest prevalence of MetS (3.73%, 95% CI: 3.05, 4.56) compared with adolescents who identified as non-Hispanic White (2.78%, 95% CI: 2.25, 3.43), non-Hispanic Black (1.58%, 95% CI: 1.19, 2.10). Adolescents with household FI (23.20%) were more likely to have MetS [odds ratio (OR): 1.38; 95% CI: 1.02, 1.88; I=0.039) compared with adolescents with no household FI, but in fully adjusted models this was not significant (OR: 1.13; 95% CI: 0.75, 1.72). CONCLUSIONS Using the most current NHANES data, the estimated prevalence of MetS in adolescents in United States was slightly higher among those from FI households. However, after adjusting for potential confounders, the relationship between household FI and MetS was nonsignificant, highlighting the complexity of factors contributing to MetS in this population. Hispanic adolescents share a disproportionate burden of MetS compared with their non-Hispanic counterparts.
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Affiliation(s)
- Sarah E Messiah
- Department of Epidemiology, Human Genetics and Environmental Sciences, University of Texas Health (UTHealth) Science Center at Houston, School of Public Health, Dallas, TX, United States; Center for Pediatric Population Health, UTHealth School of Public Health at Houston, Dallas, TX, United States; Department of Pediatrics, UTHealth Houston McGovern Medical School, Houston, TX, United States.
| | - Luyu Xie
- Department of Epidemiology, Human Genetics and Environmental Sciences, University of Texas Health (UTHealth) Science Center at Houston, School of Public Health, Dallas, TX, United States; Center for Pediatric Population Health, UTHealth School of Public Health at Houston, Dallas, TX, United States
| | - Eda Gozel Kapti
- Department of Epidemiology, Human Genetics and Environmental Sciences, University of Texas Health (UTHealth) Science Center at Houston, School of Public Health, Dallas, TX, United States; Center for Pediatric Population Health, UTHealth School of Public Health at Houston, Dallas, TX, United States
| | - Aparajita Chandrasekhar
- Department of Epidemiology, Human Genetics and Environmental Sciences, University of Texas Health (UTHealth) Science Center at Houston, School of Public Health, Dallas, TX, United States; Center for Pediatric Population Health, UTHealth School of Public Health at Houston, Dallas, TX, United States
| | | | - Kristina Hill
- Department of Epidemiology, Human Genetics and Environmental Sciences, University of Texas Health (UTHealth) Science Center at Houston, School of Public Health, Dallas, TX, United States; Center for Pediatric Population Health, UTHealth School of Public Health at Houston, Dallas, TX, United States; Children's Health System of Texas, Dallas, TX, United States
| | | | - Aleksei Reid
- Children's Health System of Texas, Dallas, TX, United States
| | - Mathew Sunil Mathew
- Department of Epidemiology, Human Genetics and Environmental Sciences, University of Texas Health (UTHealth) Science Center at Houston, School of Public Health, Dallas, TX, United States; Center for Pediatric Population Health, UTHealth School of Public Health at Houston, Dallas, TX, United States
| | - Sarah E Barlow
- Children's Health System of Texas, Dallas, TX, United States; Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas, TX, United States
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Eskenazi B, Gunier RB, Rauch S, Kogut K, Perito ER, Mendez X, Limbach C, Holland N, Bradman A, Harley KG, Mills PJ, Mora AM. Association of Lifetime Exposure to Glyphosate and Aminomethylphosphonic Acid (AMPA) with Liver Inflammation and Metabolic Syndrome at Young Adulthood: Findings from the CHAMACOS Study. ENVIRONMENTAL HEALTH PERSPECTIVES 2023; 131:37001. [PMID: 36856429 PMCID: PMC9976611 DOI: 10.1289/ehp11721] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 01/06/2023] [Accepted: 01/17/2023] [Indexed: 05/19/2023]
Abstract
BACKGROUND The prevalence of liver disorders and metabolic syndrome has increased among youth. Glyphosate, the most widely used herbicide worldwide, could contribute to the development of these conditions. OBJECTIVE We aimed to assess whether lifetime exposure to glyphosate and its degradation product, aminomethylphosphonic acid (AMPA), is associated with elevated liver transaminases and metabolic syndrome among young adults. METHODS We conducted a prospective cohort study (n = 480 mother-child dyads) and a nested case-control study (n = 60 cases with elevated liver transaminases and 91 controls) using data from the Center for the Health Assessment of Mothers and Children of Salinas (CHAMACOS). We measured glyphosate and AMPA concentrations in urine samples collected during pregnancy and at child ages 5, 14, and 18 y from cases and controls. We calculated glyphosate residue concentrations: [glyphosate + ( 1.5 × AMPA ) ]. We estimated the amount of agricultural-use glyphosate applied within a 1 - km radius of every residence from pregnancy to age 5 y for the full cohort using California Pesticide Use Reporting data. We assessed liver transaminases and metabolic syndrome at 18 y of age. RESULTS Urinary AMPA at age 5 y was associated with elevated transaminases [relative risk (RR) per 2 - fold increase = 1.27 , 95% confidence interval (CI): 1.06, 1.53] and metabolic syndrome (RR = 2.07 , 95% CI: 1.38, 3.11). Urinary AMPA and glyphosate residues at age 14 y were associated with metabolic syndrome [RR = 1.80 (95% CI: 1.10, 2.93) and RR = 1.88 (95% CI: 1.03, 3.42), respectively]. Overall, a 2-fold increase in urinary AMPA during childhood was associated with a 14% and a 55% increased risk of elevated liver transaminases and metabolic syndrome, respectively. Living near agricultural glyphosate applications during early childhood (birth to 5 y of age) was also associated with metabolic syndrome at age 18 y in the case-control group (RR = 1.53 , 95% CI: 1.16, 2.02). DISCUSSION Childhood exposure to glyphosate and AMPA may increase risk of liver and cardiometabolic disorders in early adulthood, which could lead to more serious diseases later in life. https://doi.org/10.1289/EHP11721.
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Affiliation(s)
- Brenda Eskenazi
- Center for Environmental Research and Community Health (CERCH), School of Public Health, University of California, Berkeley, Berkeley, California, USA
| | - Robert B. Gunier
- Center for Environmental Research and Community Health (CERCH), School of Public Health, University of California, Berkeley, Berkeley, California, USA
| | - Stephen Rauch
- Center for Environmental Research and Community Health (CERCH), School of Public Health, University of California, Berkeley, Berkeley, California, USA
| | - Katherine Kogut
- Center for Environmental Research and Community Health (CERCH), School of Public Health, University of California, Berkeley, Berkeley, California, USA
| | - Emily R. Perito
- Department of Pediatrics, University of California, San Francisco, San Francisco, California, USA
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California, USA
| | - Xenia Mendez
- Center for Environmental Research and Community Health (CERCH), School of Public Health, University of California, Berkeley, Berkeley, California, USA
| | | | - Nina Holland
- Center for Environmental Research and Community Health (CERCH), School of Public Health, University of California, Berkeley, Berkeley, California, USA
| | - Asa Bradman
- Center for Environmental Research and Community Health (CERCH), School of Public Health, University of California, Berkeley, Berkeley, California, USA
- Department of Public Health, University of California, Merced, Merced, California, USA
| | - Kim G. Harley
- Center for Environmental Research and Community Health (CERCH), School of Public Health, University of California, Berkeley, Berkeley, California, USA
| | - Paul J. Mills
- Department of Family Medicine and Public Health, University of California, San Diego, La Jolla, California, USA
| | - Ana M. Mora
- Center for Environmental Research and Community Health (CERCH), School of Public Health, University of California, Berkeley, Berkeley, California, USA
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Bergmann K, Stefanska A, Krintus M, Szternel L, Panteghini M, Sypniewska G. Association between Fasting and Postprandial Levels of Liver Enzymes with Metabolic Syndrome and Suspected Prediabetes in Prepubertal Children. Int J Mol Sci 2023; 24:ijms24021090. [PMID: 36674606 PMCID: PMC9861425 DOI: 10.3390/ijms24021090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Revised: 12/20/2022] [Accepted: 01/04/2023] [Indexed: 01/09/2023] Open
Abstract
Elevated liver enzyme activity may be associated with metabolic syndrome (MetS); however, it is not included in the MetS definition for children. Postprandial changes in the levels of biochemistry tests are related to manifestations of metabolic abnormalities. We assessed the association between fasting and postprandial liver enzymes levels with MetS and elevated hemoglobin A1c (HbA1c) in children aged 9-11. The study included 51 girls and 48 boys, all presumably healthy. In all participants' anthropometric indices, fasting glucose, insulin, lipid profile and HbA1c were measured. Enzymes, including alanine aminotransferase (ALT) and gamma-glutamyl transferase (GGT), were assayed in fasting and postprandial states. Individuals were divided into subgroups: with (MetS(+): n = 26); without MetS (MetS(-): n = 73); with HbA1c levels ≤ 5.3% (n = 39); and ≥5.7% (n = 11). Elevated fasting GGT levels were found in 23% of MetS(+) children and rarely in MetS(-) children; increased postprandial GGT was noted in 35% of MetS(+) individuals. Postprandial GGT changes tend to predict MetS (OR = 1.16; p = 0.092). Increased fasting ALT was found rarely in MetS(+) children, but did not occur in MetS(-) children. HbA1c ≥ 5.7% occurred rarely and neither fasting ALT nor GGT were related to elevated HbA1c. However, postprandial change of ALT was a good positive predictor of increased HbA1c (OR = 1.33; p = 0.021). Postprandial GGT performs better as an indicator of metabolic syndrome occurrence, and instead postprandial ALT may predict prediabetes in prepubertal children.
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Affiliation(s)
- Katarzyna Bergmann
- Department of Laboratory Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University, 87-100 Torun, Poland
- Correspondence:
| | - Anna Stefanska
- Department of Laboratory Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University, 87-100 Torun, Poland
| | - Magdalena Krintus
- Department of Laboratory Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University, 87-100 Torun, Poland
| | - Lukasz Szternel
- Department of Laboratory Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University, 87-100 Torun, Poland
| | - Mauro Panteghini
- Research Centre for Metrological Traceability in Laboratory Medicine (CIRME), Department of Biomedical and Clinical Sciences, University of Milan, 20157 Milan, Italy
| | - Grazyna Sypniewska
- Department of Laboratory Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University, 87-100 Torun, Poland
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