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Yin J, Huang Y, Liu G, Wang L, Shan Z, Liu L. Trends in dietary macronutrient composition and diet quality among US adults with diagnosed and undiagnosed elevated glycemic status: a serial cross-sectional study. Am J Clin Nutr 2022; 115:1602-1611. [PMID: 35265971 DOI: 10.1093/ajcn/nqac061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2021] [Accepted: 03/07/2022] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Knowledge of glycemic status may affect dietary intake for subjects with diabetes and prediabetes. OBJECTIVES We aimed to determine whether trends of macronutrient intake and dietary quality differed by diagnosis of glycemic status among US adults with diabetes and prediabetes. METHODS Data from NHANES 1999-2016 were analyzed. Diagnosed cases were established by self-report, and undiagnosed cases were defined by laboratory criteria (glycated hemoglobin ≥ 5.7%, fasting plasma glucose ≥ 100 mg/dL, or 2-h oral-glucose-tolerance test ≥ 140 mg/dL). A difference-in-differences model was used to compare the temporal trends between the 2 groups. RESULTS There were 7502 diagnosed and 12,974 undiagnosed cases with elevated glycemic status included in the study. During 1999-2016, the intake of low-quality carbohydrates was lower, whereas intakes of high-quality carbohydrates, animal protein, plant protein, and unsaturated fat and the Healthy Eating Index 2015 (HEI-2015) score were higher, among the diagnosed cases than among the undiagnosed cases (P < 0.001 for all). However, in the trend analyses from 1999 to 2016, the increase in intake of high-quality carbohydrates was smaller among the diagnosed cases than among the undiagnosed cases (difference: -1.16%; 95% CI: -1.82%, -0.50%; P = 0.001). Moreover, the decrease in low-quality carbohydrate intake was smaller (difference: 0.79%; 95% CI: 0.01%, 1.57%; P = 0.05) and the increase in saturated fat intake was larger (difference: 0.44%; 95% CI: 0.08%, 0.79%; P = 0.02) among the diagnosed cases than among the undiagnosed cases. A significant difference of temporal trends in the HEI-2015 score between the diagnosed and undiagnosed cases was also observed, in favor of the undiagnosed cases (difference: -2.56; 95% CI: -3.71, -1.41; P < 0.001). CONCLUSIONS Although dietary habits among adults with diagnosed diabetes and prediabetes were better than those among the undiagnosed cases, these advantages have been diminishing during the past 2 decades.
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Affiliation(s)
- Jiawei Yin
- Department of Nutrition and Food Hygiene, Hubei Key Laboratory of Food Nutrition and Safety, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China, Wuhan, China.,Ministry of Education Key Laboratory of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yue Huang
- Department of Nutrition and Food Hygiene, Hubei Key Laboratory of Food Nutrition and Safety, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China, Wuhan, China.,Ministry of Education Key Laboratory of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Gang Liu
- Department of Nutrition and Food Hygiene, Hubei Key Laboratory of Food Nutrition and Safety, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China, Wuhan, China.,Ministry of Education Key Laboratory of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Liang Wang
- Department of Public Health, Robbins College of Health and Human Sciences, Baylor University, Waco, TX, USA
| | - Zhilei Shan
- Department of Nutrition and Food Hygiene, Hubei Key Laboratory of Food Nutrition and Safety, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China, Wuhan, China.,Ministry of Education Key Laboratory of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Liegang Liu
- Department of Nutrition and Food Hygiene, Hubei Key Laboratory of Food Nutrition and Safety, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China, Wuhan, China.,Ministry of Education Key Laboratory of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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Wang X, Jung M, Mossavar-Rahmani Y, Sotres-Alvarez D, Espinoza Giacinto RA, Pirzada A, Reina SA, Casagrande SS, Wang T, Avilés-Santa ML, Kaplan RC, Qi Q. Macronutrient Intake, Diagnosis Status, and Glycemic Control Among US Hispanics/Latinos With Diabetes. J Clin Endocrinol Metab 2016; 101:1856-64. [PMID: 26950682 PMCID: PMC4880152 DOI: 10.1210/jc.2015-3237] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
CONTEXT Diet modification is a mainstay of diabetes management. US Hispanics/Latinos are disproportionately affected by diabetes, but few studies have examined dietary intake among US Hispanics/Latinos with diabetes, and little is known regarding the influence of diabetes awareness on dietary intake. OBJECTIVE We evaluated macronutrient intake and its associations with diabetes awareness and glycemic control among US Hispanics/Latinos with diabetes. PARTICIPANTS This analysis included 3310 diabetic adults aged 18–74 years from the Hispanic Community Health Study/Study of Latinos (2008–2011). MAIN OUTCOME MEASURES Diabetes was defined as diagnosed (based on medical history or antihyperglycemic medication use) or undiagnosed diabetes (based on fasting glucose ≥ 126 mg/dL, glycated hemoglobin [HbA1c] ≥ 6.5%, or 2 h glucose ≥ 200 mg/dL in the absence of a physician diagnosis). Dietary intake was assessed using two 24-hour recalls. RESULTS Among Hispanic/Latino adults with diabetes, 21.2%, 55.7%, and 71.2% met the American Diabetes Association recommendations for fiber (≥14 g per 1000 kcal), saturated fat (<10% of total energy), and cholesterol intake (<300 mg), respectively. Compared with those with undiagnosed diabetes, people with diagnosed diabetes consumed less carbohydrate (50.3 vs 52.4% of total energy; P = .017), total sugar (19.1 vs 21.5% of total energy; P = .002), added sugar (9.8 vs 12.1% of total energy; P < .001), and more total fat (30.7 vs 29.3% of total energy; P = .048) and monounsaturated fat (11.5 vs 10.7% of total energy; P = .021). Association between diabetes awareness and low total and added sugar intake was observed in individuals of Mexican and Puerto Rican background but not in other groups (P for interaction < .05). Among people with diagnosed diabetes, those with HbA1c of 7% or greater consumed more total fat, saturated fat, and cholesterol than those with HbA1c less than 7% (all P < .05). CONCLUSIONS Among US Hispanics/Latinos with diabetes, fiber intake is low, and diabetes awareness is associated with reduced carbohydrate and sugar intake and increased monounsaturated fat intake. Sugar intake may require special attention in certain Hispanic/Latino background groups.
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Affiliation(s)
- Xueyin Wang
- Department of Epidemiology and Population Health (X.W., M.J., Y.M.-R., T.W., R.C.K., Q.Q.), Albert Einstein College of Medicine, Bronx, New York 10461; Department of Epidemiology and Biostatistics (X.W.), School of Public Health, Peking University Health Science Center, Beijing 100191, China; Collaborative Studies Coordinating Center (D.S.-A.), Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599; San Diego State University (R.A.E.G.), San Diego, California 92182; Institute for Minority Health Research (A.P.), University of Illinois at Chicago, Chicago, Illinois 60637; Department of Psychology (S.A.R.), University of Miami, Miami, Florida 33136; National Institute of Diabetes and Digestive and Kidney Diseases (S.S.C.), National Institutes of Health, Bethesda, Maryland 20892; and Division of Cardiovascular Sciences (M.L.A.-S.), National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20824
| | - Molly Jung
- Department of Epidemiology and Population Health (X.W., M.J., Y.M.-R., T.W., R.C.K., Q.Q.), Albert Einstein College of Medicine, Bronx, New York 10461; Department of Epidemiology and Biostatistics (X.W.), School of Public Health, Peking University Health Science Center, Beijing 100191, China; Collaborative Studies Coordinating Center (D.S.-A.), Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599; San Diego State University (R.A.E.G.), San Diego, California 92182; Institute for Minority Health Research (A.P.), University of Illinois at Chicago, Chicago, Illinois 60637; Department of Psychology (S.A.R.), University of Miami, Miami, Florida 33136; National Institute of Diabetes and Digestive and Kidney Diseases (S.S.C.), National Institutes of Health, Bethesda, Maryland 20892; and Division of Cardiovascular Sciences (M.L.A.-S.), National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20824
| | - Yasmin Mossavar-Rahmani
- Department of Epidemiology and Population Health (X.W., M.J., Y.M.-R., T.W., R.C.K., Q.Q.), Albert Einstein College of Medicine, Bronx, New York 10461; Department of Epidemiology and Biostatistics (X.W.), School of Public Health, Peking University Health Science Center, Beijing 100191, China; Collaborative Studies Coordinating Center (D.S.-A.), Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599; San Diego State University (R.A.E.G.), San Diego, California 92182; Institute for Minority Health Research (A.P.), University of Illinois at Chicago, Chicago, Illinois 60637; Department of Psychology (S.A.R.), University of Miami, Miami, Florida 33136; National Institute of Diabetes and Digestive and Kidney Diseases (S.S.C.), National Institutes of Health, Bethesda, Maryland 20892; and Division of Cardiovascular Sciences (M.L.A.-S.), National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20824
| | - Daniela Sotres-Alvarez
- Department of Epidemiology and Population Health (X.W., M.J., Y.M.-R., T.W., R.C.K., Q.Q.), Albert Einstein College of Medicine, Bronx, New York 10461; Department of Epidemiology and Biostatistics (X.W.), School of Public Health, Peking University Health Science Center, Beijing 100191, China; Collaborative Studies Coordinating Center (D.S.-A.), Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599; San Diego State University (R.A.E.G.), San Diego, California 92182; Institute for Minority Health Research (A.P.), University of Illinois at Chicago, Chicago, Illinois 60637; Department of Psychology (S.A.R.), University of Miami, Miami, Florida 33136; National Institute of Diabetes and Digestive and Kidney Diseases (S.S.C.), National Institutes of Health, Bethesda, Maryland 20892; and Division of Cardiovascular Sciences (M.L.A.-S.), National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20824
| | - Rebeca A Espinoza Giacinto
- Department of Epidemiology and Population Health (X.W., M.J., Y.M.-R., T.W., R.C.K., Q.Q.), Albert Einstein College of Medicine, Bronx, New York 10461; Department of Epidemiology and Biostatistics (X.W.), School of Public Health, Peking University Health Science Center, Beijing 100191, China; Collaborative Studies Coordinating Center (D.S.-A.), Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599; San Diego State University (R.A.E.G.), San Diego, California 92182; Institute for Minority Health Research (A.P.), University of Illinois at Chicago, Chicago, Illinois 60637; Department of Psychology (S.A.R.), University of Miami, Miami, Florida 33136; National Institute of Diabetes and Digestive and Kidney Diseases (S.S.C.), National Institutes of Health, Bethesda, Maryland 20892; and Division of Cardiovascular Sciences (M.L.A.-S.), National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20824
| | - Amber Pirzada
- Department of Epidemiology and Population Health (X.W., M.J., Y.M.-R., T.W., R.C.K., Q.Q.), Albert Einstein College of Medicine, Bronx, New York 10461; Department of Epidemiology and Biostatistics (X.W.), School of Public Health, Peking University Health Science Center, Beijing 100191, China; Collaborative Studies Coordinating Center (D.S.-A.), Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599; San Diego State University (R.A.E.G.), San Diego, California 92182; Institute for Minority Health Research (A.P.), University of Illinois at Chicago, Chicago, Illinois 60637; Department of Psychology (S.A.R.), University of Miami, Miami, Florida 33136; National Institute of Diabetes and Digestive and Kidney Diseases (S.S.C.), National Institutes of Health, Bethesda, Maryland 20892; and Division of Cardiovascular Sciences (M.L.A.-S.), National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20824
| | - Samantha A Reina
- Department of Epidemiology and Population Health (X.W., M.J., Y.M.-R., T.W., R.C.K., Q.Q.), Albert Einstein College of Medicine, Bronx, New York 10461; Department of Epidemiology and Biostatistics (X.W.), School of Public Health, Peking University Health Science Center, Beijing 100191, China; Collaborative Studies Coordinating Center (D.S.-A.), Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599; San Diego State University (R.A.E.G.), San Diego, California 92182; Institute for Minority Health Research (A.P.), University of Illinois at Chicago, Chicago, Illinois 60637; Department of Psychology (S.A.R.), University of Miami, Miami, Florida 33136; National Institute of Diabetes and Digestive and Kidney Diseases (S.S.C.), National Institutes of Health, Bethesda, Maryland 20892; and Division of Cardiovascular Sciences (M.L.A.-S.), National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20824
| | - Sarah S Casagrande
- Department of Epidemiology and Population Health (X.W., M.J., Y.M.-R., T.W., R.C.K., Q.Q.), Albert Einstein College of Medicine, Bronx, New York 10461; Department of Epidemiology and Biostatistics (X.W.), School of Public Health, Peking University Health Science Center, Beijing 100191, China; Collaborative Studies Coordinating Center (D.S.-A.), Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599; San Diego State University (R.A.E.G.), San Diego, California 92182; Institute for Minority Health Research (A.P.), University of Illinois at Chicago, Chicago, Illinois 60637; Department of Psychology (S.A.R.), University of Miami, Miami, Florida 33136; National Institute of Diabetes and Digestive and Kidney Diseases (S.S.C.), National Institutes of Health, Bethesda, Maryland 20892; and Division of Cardiovascular Sciences (M.L.A.-S.), National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20824
| | - Tao Wang
- Department of Epidemiology and Population Health (X.W., M.J., Y.M.-R., T.W., R.C.K., Q.Q.), Albert Einstein College of Medicine, Bronx, New York 10461; Department of Epidemiology and Biostatistics (X.W.), School of Public Health, Peking University Health Science Center, Beijing 100191, China; Collaborative Studies Coordinating Center (D.S.-A.), Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599; San Diego State University (R.A.E.G.), San Diego, California 92182; Institute for Minority Health Research (A.P.), University of Illinois at Chicago, Chicago, Illinois 60637; Department of Psychology (S.A.R.), University of Miami, Miami, Florida 33136; National Institute of Diabetes and Digestive and Kidney Diseases (S.S.C.), National Institutes of Health, Bethesda, Maryland 20892; and Division of Cardiovascular Sciences (M.L.A.-S.), National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20824
| | - M Larissa Avilés-Santa
- Department of Epidemiology and Population Health (X.W., M.J., Y.M.-R., T.W., R.C.K., Q.Q.), Albert Einstein College of Medicine, Bronx, New York 10461; Department of Epidemiology and Biostatistics (X.W.), School of Public Health, Peking University Health Science Center, Beijing 100191, China; Collaborative Studies Coordinating Center (D.S.-A.), Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599; San Diego State University (R.A.E.G.), San Diego, California 92182; Institute for Minority Health Research (A.P.), University of Illinois at Chicago, Chicago, Illinois 60637; Department of Psychology (S.A.R.), University of Miami, Miami, Florida 33136; National Institute of Diabetes and Digestive and Kidney Diseases (S.S.C.), National Institutes of Health, Bethesda, Maryland 20892; and Division of Cardiovascular Sciences (M.L.A.-S.), National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20824
| | - Robert C Kaplan
- Department of Epidemiology and Population Health (X.W., M.J., Y.M.-R., T.W., R.C.K., Q.Q.), Albert Einstein College of Medicine, Bronx, New York 10461; Department of Epidemiology and Biostatistics (X.W.), School of Public Health, Peking University Health Science Center, Beijing 100191, China; Collaborative Studies Coordinating Center (D.S.-A.), Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599; San Diego State University (R.A.E.G.), San Diego, California 92182; Institute for Minority Health Research (A.P.), University of Illinois at Chicago, Chicago, Illinois 60637; Department of Psychology (S.A.R.), University of Miami, Miami, Florida 33136; National Institute of Diabetes and Digestive and Kidney Diseases (S.S.C.), National Institutes of Health, Bethesda, Maryland 20892; and Division of Cardiovascular Sciences (M.L.A.-S.), National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20824
| | - Qibin Qi
- Department of Epidemiology and Population Health (X.W., M.J., Y.M.-R., T.W., R.C.K., Q.Q.), Albert Einstein College of Medicine, Bronx, New York 10461; Department of Epidemiology and Biostatistics (X.W.), School of Public Health, Peking University Health Science Center, Beijing 100191, China; Collaborative Studies Coordinating Center (D.S.-A.), Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599; San Diego State University (R.A.E.G.), San Diego, California 92182; Institute for Minority Health Research (A.P.), University of Illinois at Chicago, Chicago, Illinois 60637; Department of Psychology (S.A.R.), University of Miami, Miami, Florida 33136; National Institute of Diabetes and Digestive and Kidney Diseases (S.S.C.), National Institutes of Health, Bethesda, Maryland 20892; and Division of Cardiovascular Sciences (M.L.A.-S.), National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20824
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