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Frankenfeld CL, Hullar MA, Maskarinec G, Monroe KR, Shepherd JA, Franke AA, Randolph TW, Wilkens LR, Boushey CJ, Le Marchand L, Lim U, Lampe JW. The Gut Microbiome Is Associated with Circulating Dietary Biomarkers of Fruit and Vegetable Intake in a Multiethnic Cohort. J Acad Nutr Diet 2022; 122:78-98. [PMID: 34226163 PMCID: PMC9019929 DOI: 10.1016/j.jand.2021.05.023] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Revised: 04/01/2021] [Accepted: 05/20/2021] [Indexed: 01/03/2023]
Abstract
BACKGROUND Results from observational studies suggest high diet quality favorably influences the human gut microbiome. Fruit and vegetable consumption is often a key contributor to high diet quality. OBJECTIVE To evaluate measures of gut bacterial diversity and abundance in relation to serum biomarkers of fruit and vegetable intake. DESIGN Secondary analysis of cross-sectional data. PARTICIPANTS AND SETTING Men and women from Los Angeles, CA, and Hawai'i who participated in the Multiethnic Cohort-Adiposity Phenotype Study from 2013 to 2016 (N = 1,709). MAIN OUTCOME MEASURES Gut microbiome diversity and composition in relation to dietary biomarkers. STATISTICAL ANALYSIS Carotenoid (beta carotene, alpha carotene, cryptoxanthins, lutein, lycopene, and zeaxanthin), tocopherol (α, β + γ, and δ), and retinol concentrations were assessed in serum. The α and β diversity and composition of the gut microbiome were classified based on 16S rRNA gene sequencing of bacterial DNA from self-collected fecal samples. Global differences in microbial community profiles in relation dietary biomarkers were evaluated using multivariable permutational analysis of variance. Associations of α diversity (Shannon index), β diversity (weighted and unweighted UniFrac) with center log-ratio-transformed phyla and genera abundances were evaluated using linear regression, adjusted for covariates. RESULTS Increasing total carotenoid, beta carotene, alpha carotene, cryptoxanthin, and lycopene concentrations were associated with higher gut bacterial diversity (Shannon Index) (P < 0.001). Total tocopherol, α-tocopherol, and δ-tocopherol concentrations contributed significantly to more than 1% of the microbiome variation in gut bacterial community: total tocopherol: 1.74%; α-tocopherol: 1.70%; and δ-tocopherol: 1.16% (P < 0.001). Higher total carotenoid was associated with greater abundance of some genera relevant for microbial macronutrient metabolism (P < 0.001). CONCLUSIONS Objective biomarkers of fruit and vegetable intake, particularly carotenoids, were favorably associated with gut bacterial composition and diversity in this multiethnic population. These observations provide supportive evidence that fruit and vegetable intake is related to gut bacterial composition; more work is needed to elucidate how this influences host health.
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Affiliation(s)
- Cara L. Frankenfeld
- George Mason University, 4400 University Drive MS 5B7, Fairfax, VA, 22030,Associate Professor and Program Director, Master of Public Health Program; University of Puget Sound, 1500 N. Warner St, Tacoma, WA 98416
| | | | | | | | - John A. Shepherd
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813
| | - Adrian A. Franke
- Cancer Biology Program, University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813
| | - Timothy W. Randolph
- Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N, Seattle, WA 98109
| | - Lynne R. Wilkens
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813
| | - Carol J. Boushey
- University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813
| | - Loïc Le Marchand
- University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813
| | - Unhee Lim
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813
| | - Johanna W. Lampe
- Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N, Seattle, WA 98109
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Townsend MS, Shilts MK, Chester D. USDA Research Combats Childhood Obesity: A Collection of Projects that Integrate Research, Education, and Extension Targeting Low-Income, Ethnically Diverse Children and Families. Child Obes 2020; 16:S1-S3. [PMID: 32857608 DOI: 10.1089/chi.2020.29006.mst] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
| | - Mical K Shilts
- Department of Family and Consumer Sciences, California State University at Sacramento, Sacramento, CA, USA
| | - Deirdra Chester
- National Institute of Food and Agriculture, U. S. Department of Agriculture, Washington, DC, USA
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Townsend MS, Shilts MK, Lanoue L, Drake C, Styne DM, Woodhouse L, Ontai L. Obesity Risk Assessment Tool among 3-5 Year Olds: Validation with Biomarkers of Low-Grade Chronic Inflammation. Child Obes 2020; 16:S23-S32. [PMID: 32857609 DOI: 10.1089/chi.2019.0237] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Background: Many families with young children practice nutrition, parenting, and lifestyle behaviors that set their children on trajectories for unhealthful weight gain. Potential adverse health effects of excessive body fat can result in the secretion of proinflammatory molecules and increased risk of inflammation and metabolic diseases. A pediatric obesity risk assessment tool named Healthy Kids (HK), demonstrated validity in a longitudinal study with child's measured BMI and 36-hour diet, screen, sleep, and activity logs. Our objective was to provide additional evidence of validity with low-income families with literacy issues using an inflammation index composed of four proinflammatory biomarkers. Methods: Parent/child pairs (n = 104) from Head Start and Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) provided HK, blood samples, and measured heights/weights. Select child inflammatory markers were discretized into two groups of HK scores. Data were analyzed with a mixed model adjusted for children's age and BMI. Results: A significant HK-time interaction effect was shown for the child inflammation index with two data collection points 1 year apart (pdid = 0.039). This index increased over 12 months in children with less healthful behaviors (p = 0.007), but not in children with more healthful profiles (p = 0.58). Conclusions: Children with less healthful HK scores had an elevated inflammation index indicating a low-grade chronic systemic inflammatory state. Taken together with our previously published findings, the HK tool has potential as a rapid and easy-to-administer assessment of the family environment and the child's obesity risk. HK can be useful for federal nutrition programs for evaluation, risk assessment, goal setting, and/or program planning in clinical and community environments.
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Affiliation(s)
| | - Mical K Shilts
- Department of Family and Consumer Sciences, California State University at Sacramento, Sacramento, CA, USA
| | - Louise Lanoue
- Nutrition Department, University of California at Davis, Davis, CA, USA
| | - Christiana Drake
- Statistics Department, University of California at Davis, Davis, CA, USA
| | - Dennis M Styne
- Pediatric Endocrinology, Department of Pediatrics, University of California, Davis Medical School, Sacramento, CA, USA
| | | | - Lenna Ontai
- Family Studies, Human Ecology Department, University of California at Davis, Davis, CA, USA
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Townsend MS, Shilts MK, Diaz Rios LK, Panarella K. Designing Retrospective Evaluation Tools for Limited-Literacy Adults. JOURNAL OF NUTRITION EDUCATION AND BEHAVIOR 2020; 52:658-662. [PMID: 32291199 DOI: 10.1016/j.jneb.2020.02.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Revised: 02/11/2020] [Accepted: 02/12/2020] [Indexed: 06/11/2023]
Affiliation(s)
- Marilyn S Townsend
- Department of Nutrition, Cooperative Extension Nutrition Emeritus, University of California, Davis, Davis, CA.
| | - Mical K Shilts
- Nutrition & Food/Dietetics, California State University, Sacramento, Sacramento, CA
| | - L Karina Diaz Rios
- Division of Agriculture and Natural Resources, University of California, Merced, Merced, CA
| | - Katherine Panarella
- Nutrition, Family and Consumer Sciences (NFCS) Program, University of California Agriculture and Natural Resources, Davis, CA
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Bakırcı-Taylor AL, Reed DB, McCool B, Dawson JA. mHealth Improved Fruit and Vegetable Accessibility and Intake in Young Children. JOURNAL OF NUTRITION EDUCATION AND BEHAVIOR 2019; 51:556-566. [PMID: 30638880 DOI: 10.1016/j.jneb.2018.11.008] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2018] [Revised: 10/28/2018] [Accepted: 11/12/2018] [Indexed: 06/09/2023]
Abstract
OBJECTIVE To explore the potential of mHealth using smartphones to improve fruit and vegetable intake in children. DESIGN A 10-week randomized control and intervention pilot study. SETTING Story time sessions at local libraries. PARTICIPANTS A convenience sample of 30 parents and children (aged 3-8 years). INTERVENTION Delivery of nutrition intervention through the mobile Jump2Health website, Facebook posts, and text messages. MAIN OUTCOME MEASURES Electronic food photos of children's meals and snacks, 10-question survey related to fruit and vegetable consumption, reflectance spectroscopy via Veggie Meter to measure skin carotenoid levels, body mass index percentiles, and a mobile learning survey. ANALYSIS Descriptive statistics and Wilcoxon matched-pairs signed-rank test. RESULTS Veggie Meter values for children and parents showed significant week × treatment interactions in the intervention group compared with the control group for both children (P < .001 and parents (P < .001). CONCLUSIONS AND IMPLICATIONS This pilot study offers a potentially effective program including a mobile Web site, social media, and test message components to increase fruit and vegetable intake of young children.
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Affiliation(s)
| | - Debra B Reed
- Department of Nutritional Sciences, Texas Tech University, Lubbock, TX
| | - Barent McCool
- Department of Restaurant, Hotel, and Institutional Management, Texas Tech University, Lubbock, TX
| | - John A Dawson
- Department of Nutritional Sciences, Texas Tech University, Lubbock, TX
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Collese TS, Vatavuk-Serrati G, Nascimento-Ferreira MV, De Moraes ACF, Carvalho HB. What is the Validity of Questionnaires Assessing Fruit and Vegetable Consumption in Children when Compared with Blood Biomarkers? A Meta-Analysis. Nutrients 2018; 10:nu10101396. [PMID: 30275419 PMCID: PMC6212808 DOI: 10.3390/nu10101396] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Revised: 09/17/2018] [Accepted: 09/20/2018] [Indexed: 01/04/2023] Open
Abstract
Fruit and vegetable consumption has been associated with improved health outcomes in children. As an extensive number of questionnaires are currently used to assess fruit and vegetable consumption, we performed a systematic review of the criterion validity of questionnaires used to estimate fruit and vegetable consumption in children, considering blood biomarkers as the reference method. Five electronic databases (MEDLINE, CINAHL, Scopus, PsycINFO, Web of Science) were searched from database inception to 23 July 2018. The search strategy used the following sets of descriptors: children; fruits and vegetables; dietary questionnaires; blood biomarkers; and validation coefficient. The search terms were adapted for use with other databases in combination with database-specific filters. Potentially eligible articles were selected independently by two reviewers, separately, following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Two articles meeting the inclusion criteria were included. The main reason for study exclusion was the sample age range, which included adolescents. The pooled correlation coefficient was 0.32 (95% confidence interval: 0.24–0.40).This review provided insights into assessment methods of fruit and vegetable consumption in children. Although further studies are required, questionnaires for assessing fruit and vegetable consumption have fair criterion validity in children.
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Affiliation(s)
- Tatiana S Collese
- YCARE (Youth/Child cArdiovascular Risk and Environmental) Research Group, Department of Preventive Medicine, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP 01246-903, Brazil.
| | - Gabriela Vatavuk-Serrati
- YCARE (Youth/Child cArdiovascular Risk and Environmental) Research Group, Department of Preventive Medicine, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP 01246-903, Brazil.
| | - Marcus Vinicius Nascimento-Ferreira
- YCARE (Youth/Child cArdiovascular Risk and Environmental) Research Group, Department of Preventive Medicine, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP 01246-903, Brazil.
| | - Augusto César Ferreira De Moraes
- YCARE (Youth/Child cArdiovascular Risk and Environmental) Research Group, Department of Preventive Medicine, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP 01246-903, Brazil.
| | - Heráclito Barbosa Carvalho
- YCARE (Youth/Child cArdiovascular Risk and Environmental) Research Group, Department of Preventive Medicine, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP 01246-903, Brazil.
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