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Chen X, Zhang Y, Fretts AM, Ali T, Umans JG, Devereux RB, Lee ET, Cole SA, Zhao YD. Assessing the use of GEE methods for analyzing binary outcomes in family studies: the Strong Heart Family Study. J Biopharm Stat 2025; 35:424-436. [PMID: 38549503 DOI: 10.1080/10543406.2024.2333516] [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: 05/07/2023] [Accepted: 03/16/2024] [Indexed: 02/27/2025]
Abstract
The generalized estimating equations method (GEE) is commonly applied to analyze data obtained from family studies. GEE is well known for its robustness on misspecification of correlation structure. However, the unbalanced distribution of family sizes and complicated genetic relatedness structure within each family may challenge GEE performance. We focused our research on binary outcomes. To evaluate the performance of GEE, we conducted a series of simulations, on data generated adopting the kinship matrix (correlation structure within each family) from the Strong Heart Family Study (SHFS). We performed a fivefold cross-validation to further evaluate the GEE predictive power on data from the SHFS. A Bayesian modeling approach, with direct integration of the kinship matrix, was also included to contrast with GEE. Our simulation studies revealed that GEE performs well on a binary outcome from families having a relatively simple kinship structure. However, data with a binary outcome generated from families with complex kinship structures, especially with a large genetic variance, can challenge the performance of GEE.
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Affiliation(s)
- Xi Chen
- KBR Inc, Houston, Texas, USA
| | - Ying Zhang
- Department of Biostatistics and Epidemiology (BSE), The University of Oklahoma Health Sciences Center (OUHSC), Oklahoma City, Oklahoma, USA
| | - Amanda M Fretts
- Cardiovascular Health Research Unit, Department of Epidemiology. University of Washington, Seattle, Washington, USA
| | - Tauqeer Ali
- Center for American Indian Health Research, BSE, OUHSC, Oklahoma City, Oklahoma, USA
| | - Jason G Umans
- MedStar Health Research Institute, Hyattsville, Maryland, USA
- Georgetown-Howard University, Washington, DC, USA
| | - Richard B Devereux
- Cardiology, Weill Cornell Medical Center, Starr Pavilion, New York, New York, USA
| | - Elisa T Lee
- Center for American Indian Health Research, BSE, OUHSC, Oklahoma City, Oklahoma, USA
| | - Shelley A Cole
- Population Health, Texas Biomedical Research Institute, San Antonio, Texas, USA
| | - Yan Daniel Zhao
- Department of Biostatistics and Epidemiology (BSE), The University of Oklahoma Health Sciences Center (OUHSC), Oklahoma City, Oklahoma, USA
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Henn M, Glenn AJ, Willett WC, Martínez-González MA, Sun Q, Hu FB. Coffee Consumption, Additive Use, and Risk of Type 2 Diabetes-Results from 3 Large Prospective United States Cohort Studies. Am J Clin Nutr 2025; 121:695-702. [PMID: 39828230 DOI: 10.1016/j.ajcnut.2025.01.017] [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: 09/06/2024] [Revised: 01/01/2025] [Accepted: 01/13/2025] [Indexed: 01/22/2025] Open
Abstract
BACKGROUND Consumption of coffee has been consistently associated with lower risk of type 2 diabetes (T2D). However, it is unknown whether the use of additives may modify the association. OBJECTIVES This study aimed to analyze the association between coffee consumption and risk of T2D by considering the addition of sugar, artificial sweeteners, cream, or a nondairy coffee whitener. METHODS We used 3 large prospective cohorts-Nurses' Health Study (NHS; 1986-2020), NHS II (1991-2020), and the Health Professionals Follow-up Study (HPFS 1991-2020). Self-reported coffee consumption, additive use, and T2D incidence were confirmed using validated questionnaires. Time-dependent Cox proportional hazards regression models were used to calculate hazard ratios (HRs) with multivariable adjustment. RESULTS During 3,665,408 person-years of follow-up, we documented 13,281 incident T2D cases. After multivariable adjustment, each additional cup of coffee without any additive was associated with 10% lower risk of T2D (HR: 0.90; 95% CI: 0.89, 0.92) in the pooled analysis of the 3 cohorts. The inverse association did not change among participants who added cream. Among participants who added sugar to coffee (on average 1 teaspoon per cup), the association was significantly weakened (HR: 0.95; 95% CI: 0.93, 0.97; interaction term HR: 1.17; 95% CI: 1.07, 1.27). A similar pattern was observed among those who used artificial sweeteners (HR: 0.93; 95% CI: 0.90, 0.96; interaction term HR: 1.13; 95% CI: 1.00, 1.28). The association between coffee consumption and T2D risk among those who used coffee whitener was also attenuated, although the interaction was not significant (HR: 0.95; 95% CI: 0.91, 1.00; interaction term HR: 1.16; 95% CI: 0.66, 2.06). CONCLUSIONS Adding sugar or artificial sweetener significantly attenuates the magnitude of the inverse association between higher coffee consumption and T2D risk, whereas the use of cream do not alter the inverse association.
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Affiliation(s)
- Matthias Henn
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, United States; Department of Preventive Medicine and Public Health, University of Navarra-IdiSNA (Instituto de Investigacion Sanitaria de Navarra), Pamplona, Spain
| | - Andrea J Glenn
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, United States; Department of Nutritional Sciences, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada; Toronto 3D Knowledge Synthesis and Clinical Trials Unit, Clinical Nutrition and Risk Factor Modification Centre, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Walter C Willett
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, United States; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States
| | - Miguel A Martínez-González
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, United States; Department of Preventive Medicine and Public Health, University of Navarra-IdiSNA (Instituto de Investigacion Sanitaria de Navarra), Pamplona, Spain; CIBER Fisiopatología de La Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III, Madrid, Spain
| | - Qi Sun
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, United States; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States
| | - Frank B Hu
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, United States; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States.
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Okoro FO, Markus V. Artificial sweeteners and Type 2 Diabetes Mellitus: A review of current developments and future research directions. J Diabetes Complications 2025; 39:108954. [PMID: 39854925 DOI: 10.1016/j.jdiacomp.2025.108954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Revised: 11/12/2024] [Accepted: 01/20/2025] [Indexed: 01/27/2025]
Abstract
While artificial sweeteners are Generally Regarded as Safe (GRAS), the scientific community remains divided on their safety status. The previous assumption that artificial sweeteners are inert within the body is no longer valid. Artificial sweeteners, known for their high intense sweetness and low or zero calories, are extensively used today in food and beverage products as sugar substitutes and are sometimes recommended for weight management and Type 2 Diabetes Mellitus (T2DM) patients. The general omission of information about the concentration of artificial sweeteners on market product labels makes it challenging to determine the amounts of artificial sweeteners consumed by people. Despite regulatory authorization for their usage, such as from the United States Food and Drug Administration (FDA), concerns remain about their potential association with metabolic diseases, such as T2DM, which the artificial sweeteners were supposed to reduce. This review discusses the relationship between artificial sweetener consumption and the risk of developing T2DM. With the increasing number of recent scientific studies adding to the debate on this subject matter, we assessed recent literature and up-to-date evidence. Importantly, we highlight future research directions toward furthering knowledge in this field of study.
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Affiliation(s)
- Francisca Obianuju Okoro
- Department of Medical Biochemistry, Faculty of Medicine, Near East University, Nicosia, 99138 TRNC, Mersin 10, Turkey
| | - Victor Markus
- Department of Medical Biochemistry, Faculty of Medicine, Near East University, Nicosia, 99138 TRNC, Mersin 10, Turkey.
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EFSA Panel on Food Additives and Flavourings (FAF), Castle L, Andreassen M, Aquilina G, Bastos ML, Boon P, Fallico B, FitzGerald R, Frutos Fernandez MJ, Grasl‐Kraupp B, Gundert‐Remy U, Gürtler R, Houdeau E, Kurek M, Louro H, Morales P, Passamonti S, Batke M, Bruzell E, Chipman J, Cheyns K, Crebelli R, Fortes C, Fürst P, Halldorsson T, LeBlanc J, Mirat M, Lindtner O, Mortensen A, Ntzani E, Shah R, Wallace H, Wright M, Barmaz S, Civitella C, Georgelova P, Lodi F, Mazzoli E, Rasinger J, Maria Rincon A, Tard A, Zakidou P, Younes M. Re-evaluation of saccharin and its sodium, potassium and calcium salts (E 954) as food additives. EFSA J 2024; 22:e9044. [PMID: 39553702 PMCID: PMC11565076 DOI: 10.2903/j.efsa.2024.9044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2024] Open
Abstract
This opinion deals with the re-evaluation of saccharin and its sodium, potassium and calcium salts (E 954) as food additives. Saccharin is the chemically manufactured compound 1,2-benzisothiazol-3(2H)-one-1,1-dioxide. Along with its sodium (Na), potassium (K) and calcium (Ca) salts, they are authorised as sweeteners (E 954). E 954 can be produced by two manufacturing methods i.e. Remsen-Fahlberg and Maumee. No analytical data on potential impurities were provided for products manufactured with the Maumee process; therefore, the Panel could only evaluate saccharins (E 954) manufactured with the Remsen-Fahlberg process. The Panel concluded that the newly available studies do not raise a concern for genotoxicity of E 954 and the saccharins impurities associated with the Remsen-Fahlberg manufacturing process. For the potential impurities associated with the Maumee process, a concern for genotoxicity was identified. The data set evaluated consisted of animals and human studies. The Panel considered appropriate to set a numerical acceptable daily intake (ADI) and considered the decrease in body weight in animal studies as the relevant endpoint for the derivation of a reference point. An ADI of 9 mg/kg body weight (bw) per day, expressed as free imide, was derived for saccharins (E 954). This ADI replaces the ADI of 5 mg /kg bw per day (expressed as sodium saccharin, corresponding to 3.8 mg /kg bw per day saccharin as free imide) established by the Scientific Committee on Food. The Panel considered the refined brand-loyal exposure assessment scenario the most appropriate exposure scenario for the risk assessment. The Panel noted that the P95 exposure estimates for chronic exposure to saccharins (E 954) were below the ADI. The Panel recommended the European Commission to consider the revision of the EU specifications of saccharin and its sodium, potassium and calcium salts (E 954).
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Kan JY, Wang DC, Chang Y, Jiang ZH, Jiang XM, Xie H, Jia XX, Chen MX, Gu Y. Associations of artificial sweetener intake with cardiometabolic disorders and mortality: a population-based study. Br J Nutr 2024; 132:1065-1072. [PMID: 39421903 DOI: 10.1017/s000711452400223x] [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] [Indexed: 10/19/2024]
Abstract
Artificial sweeteners are generally used and recommended to alternate added sugar for health promotion. However, the health effects of artificial sweeteners remain unclear. In this study, we included 6371 participants from the National Health and Nutrition Examination Survey with artificial sweetener intake records. Logistic regression and Cox regression were applied to explore the associations between artificial sweeteners and risks of cardiometabolic disorders and mortality. Mendelian randomisation was performed to verify the causal associations. We observed that participants with higher consumption of artificial sweeteners were more likely to be female and older and have above medium socio-economic status. After multivariable adjustment, frequent consumers presented the OR (95 % CI) for hypertension (1·52 (1·29, 1·80)), hypercholesterolaemia (1·28 (1·10, 1·50)), diabetes (3·74 (3·06, 4·57)), obesity (1·52 (1·29, 1·80)), congestive heart failure (1·89 (1·35, 2·62)) and heart attack (1·51 (1·10, 2·04)). Mendelian randomisation confirmed the increased risks of hypertension and type 2 diabetes. Moreover, an increased risk of diabetic mortality was identified in participants who had artificial sweeteners ≥ 1 daily (HR = 2·62 (1·46, 4·69), P = 0·001). Higher consumption of artificial sweeteners is associated with increased risks of cardiometabolic disorders and diabetic mortality. These results suggest that using artificial sweeteners as sugar substitutes may not be beneficial.
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Affiliation(s)
- Jun-Yan Kan
- Department of Cardiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, People's Republic of China
| | - Dong-Chen Wang
- Department of Cardiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, People's Republic of China
| | - Yu Chang
- Department of Cardiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, People's Republic of China
| | - Zi-Hao Jiang
- Department of Cardiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, People's Republic of China
| | - Xiao-Min Jiang
- Department of Cardiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, People's Republic of China
| | - Hao Xie
- Department of Cardiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, People's Republic of China
| | - Xin-Xin Jia
- Admin Office, Nanjing First Hospital, Nanjing Medical University, Nanjing210006, People's Republic of China
| | - Ming-Xing Chen
- Department of Cardiology, Northern Jiangsu People's Hospital, Yangzhou225000, People's Republic of China
| | - Yue Gu
- Department of Cardiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, People's Republic of China
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Debras C, Deschasaux-Tanguy M, Chazelas E, Sellem L, Druesne-Pecollo N, Esseddik Y, Szabo de Edelenyi F, Agaësse C, De Sa A, Lutchia R, Julia C, Kesse-Guyot E, Allès B, Galan P, Hercberg S, Huybrechts I, Cosson E, Tatulashvili S, Srour B, Touvier M. Artificial Sweeteners and Risk of Type 2 Diabetes in the Prospective NutriNet-Santé Cohort. Diabetes Care 2023; 46:1681-1690. [PMID: 37490630 PMCID: PMC10465821 DOI: 10.2337/dc23-0206] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 06/09/2023] [Indexed: 07/27/2023]
Abstract
OBJECTIVE To study the relationships between artificial sweeteners, accounting for all dietary sources (total and by type of artificial sweetener) and risk of type 2 diabetes (T2D), in a large-scale prospective cohort. RESEARCH DESIGN AND METHODS The analyses included 105,588 participants from the web-based NutriNet-Santé study (France, 2009-2022; mean age 42.5 ± 14.6 years, 79.2% women). Repeated 24-h dietary records, including brands and commercial names of industrial products, merged with qualitative and quantitative food additive composition data, enabled artificial sweetener intakes to be accurately assessed from all dietary sources. Associations between artificial sweeteners (total, aspartame, acesulfame potassium [K], and sucralose) and T2D were investigated using Cox proportional hazard models adjusted for potential confounders, including weight variation during follow-up. RESULTS During a median follow-up of 9.1 years (946,650 person-years, 972 incident T2D), compared with nonconsumers, higher consumers of artificial sweeteners (i.e., above the sex-specific medians of 16.4 mg/day in men and 18.5 mg/day in women) had higher risks of developing T2D (hazard ratio [HR] 1.69; 95% CI 1.45-1.97; P-trend <0.001). Positive associations were also observed for individual artificial sweeteners: aspartame (HR 1.63 [95% CI 1.38-1.93], P-trend <0.001), acesulfame-K (HR 1.70 [1.42-2.04], P-trend <0.001), and sucralose (HR 1.34 [1.07-1.69], P-trend = 0.013). CONCLUSIONS Potential for reverse causality cannot be eliminated; however, many sensitivity analyses were computed to limit this and other potential biases. These findings of positive associations between artificial sweetener intakes and increased T2D risk strengthen the evidence that these additives may not be safe sugar alternatives. This study provides important insights in the context of on-going reevaluation of artificial sweeteners by health authorities worldwide.
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Affiliation(s)
- Charlotte Debras
- Nutritional Epidemiology Research Team (EREN), INSERM U1153, INRAE U1125, CNAM, Sorbonne Paris Nord University, Epidemiology and Statistics Research Centre, University of Paris Cité (CRESS), Bobigny, France
| | - Mélanie Deschasaux-Tanguy
- Nutritional Epidemiology Research Team (EREN), INSERM U1153, INRAE U1125, CNAM, Sorbonne Paris Nord University, Epidemiology and Statistics Research Centre, University of Paris Cité (CRESS), Bobigny, France
| | - Eloi Chazelas
- Nutritional Epidemiology Research Team (EREN), INSERM U1153, INRAE U1125, CNAM, Sorbonne Paris Nord University, Epidemiology and Statistics Research Centre, University of Paris Cité (CRESS), Bobigny, France
| | - Laury Sellem
- Nutritional Epidemiology Research Team (EREN), INSERM U1153, INRAE U1125, CNAM, Sorbonne Paris Nord University, Epidemiology and Statistics Research Centre, University of Paris Cité (CRESS), Bobigny, France
| | - Nathalie Druesne-Pecollo
- Nutritional Epidemiology Research Team (EREN), INSERM U1153, INRAE U1125, CNAM, Sorbonne Paris Nord University, Epidemiology and Statistics Research Centre, University of Paris Cité (CRESS), Bobigny, France
| | - Younes Esseddik
- Nutritional Epidemiology Research Team (EREN), INSERM U1153, INRAE U1125, CNAM, Sorbonne Paris Nord University, Epidemiology and Statistics Research Centre, University of Paris Cité (CRESS), Bobigny, France
| | - Fabien Szabo de Edelenyi
- Nutritional Epidemiology Research Team (EREN), INSERM U1153, INRAE U1125, CNAM, Sorbonne Paris Nord University, Epidemiology and Statistics Research Centre, University of Paris Cité (CRESS), Bobigny, France
| | - Cédric Agaësse
- Nutritional Epidemiology Research Team (EREN), INSERM U1153, INRAE U1125, CNAM, Sorbonne Paris Nord University, Epidemiology and Statistics Research Centre, University of Paris Cité (CRESS), Bobigny, France
| | - Alexandre De Sa
- Nutritional Epidemiology Research Team (EREN), INSERM U1153, INRAE U1125, CNAM, Sorbonne Paris Nord University, Epidemiology and Statistics Research Centre, University of Paris Cité (CRESS), Bobigny, France
| | - Rebecca Lutchia
- Nutritional Epidemiology Research Team (EREN), INSERM U1153, INRAE U1125, CNAM, Sorbonne Paris Nord University, Epidemiology and Statistics Research Centre, University of Paris Cité (CRESS), Bobigny, France
| | - Chantal Julia
- Nutritional Epidemiology Research Team (EREN), INSERM U1153, INRAE U1125, CNAM, Sorbonne Paris Nord University, Epidemiology and Statistics Research Centre, University of Paris Cité (CRESS), Bobigny, France
- Public Health Department, Avicenne Hospital, Assistance Publique-Hôpitaux de Paris, Bobigny, France
| | - Emmanuelle Kesse-Guyot
- Nutritional Epidemiology Research Team (EREN), INSERM U1153, INRAE U1125, CNAM, Sorbonne Paris Nord University, Epidemiology and Statistics Research Centre, University of Paris Cité (CRESS), Bobigny, France
| | - Benjamin Allès
- Nutritional Epidemiology Research Team (EREN), INSERM U1153, INRAE U1125, CNAM, Sorbonne Paris Nord University, Epidemiology and Statistics Research Centre, University of Paris Cité (CRESS), Bobigny, France
| | - Pilar Galan
- Nutritional Epidemiology Research Team (EREN), INSERM U1153, INRAE U1125, CNAM, Sorbonne Paris Nord University, Epidemiology and Statistics Research Centre, University of Paris Cité (CRESS), Bobigny, France
| | - Serge Hercberg
- Nutritional Epidemiology Research Team (EREN), INSERM U1153, INRAE U1125, CNAM, Sorbonne Paris Nord University, Epidemiology and Statistics Research Centre, University of Paris Cité (CRESS), Bobigny, France
- Public Health Department, Avicenne Hospital, Assistance Publique-Hôpitaux de Paris, Bobigny, France
| | - Inge Huybrechts
- International Agency for Research on Cancer, World Health Organization, Lyon, France
| | - Emmanuel Cosson
- Nutritional Epidemiology Research Team (EREN), INSERM U1153, INRAE U1125, CNAM, Sorbonne Paris Nord University, Epidemiology and Statistics Research Centre, University of Paris Cité (CRESS), Bobigny, France
- Diabetology, Endocrinology and Nutrition Department, Avicenne Hospital, Assistance Publique-Hôpitaux de Paris, Bobigny, France
| | - Sopio Tatulashvili
- Diabetology, Endocrinology and Nutrition Department, Avicenne Hospital, Assistance Publique-Hôpitaux de Paris, Bobigny, France
| | - Bernard Srour
- Nutritional Epidemiology Research Team (EREN), INSERM U1153, INRAE U1125, CNAM, Sorbonne Paris Nord University, Epidemiology and Statistics Research Centre, University of Paris Cité (CRESS), Bobigny, France
| | - Mathilde Touvier
- Nutritional Epidemiology Research Team (EREN), INSERM U1153, INRAE U1125, CNAM, Sorbonne Paris Nord University, Epidemiology and Statistics Research Centre, University of Paris Cité (CRESS), Bobigny, France
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Singh AK, Singh A, Singh R, Joshi SR, Misra A. Non-sugar sweeteners and health outcomes in adults without diabetes: deciphering the WHO recommendations in the Indian context. Diabetes Metab Syndr 2023; 17:102829. [PMID: 37451112 DOI: 10.1016/j.dsx.2023.102829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 06/30/2023] [Accepted: 07/02/2023] [Indexed: 07/18/2023]
Abstract
BACKGROUND AND AIMS A systematic review and meta-analysis conducted by the World Health Organization (WHO) assessed the health outcomes of non-sugar sweeteners (NSS) in randomized controlled trials (RCTs) and prospective cohort studies (PCSs) and reported conflicting findings. We aim to decipher these conflicting findings in RCTs and PCSs by critically reviewing their results, comparing them with previous meta-analyses, and providing a simplified interpretation including the Indian perspective. METHODS We critically reviewed the 210-page dossier of WHO including the full text of most of the key studies of NSS included in this meta-analysis and subsequently compared it with previous meta-analyses to identify similarities and differences to address a few key questions pertaining to health outcomes associated with NSS use in adults. RESULTS Poor health outcomes are often associated with excess sugar intake. While NSS are typically consumed as a sugar replacement, benefits are conflicting. While RCTs found some benefits in the short term, PCSs found harm associated with NSS use in the long term. CONCLUSION The 2022 WHO meta-analysis that assessed the health outcomes of NSS is the most robust and critically analyzed document available to date. Despite the absence of any strong conclusion that suggests NSS consumption increases the risk of cardio-metabolic disorders, no firm evidence also rejects this statement. NSS could be an attractive replacement for sugar in overweight/obese people in the short term, but long-term harm cannot be fully ruled out. We suggest avoiding consuming sugar and restricting NSS intake wherever possible until long-term studies confirm or refute these findings.
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Affiliation(s)
- Awadhesh Kumar Singh
- G. D Hospital & Diabetes Institute, Kolkata, West Bengal, India; Sun Valley Hospital & Diabetes Research Centre, Guwahati, Assam, India; Horizon Lifeline Multi-specialty Hospital, Kolkata, West Bengal, India.
| | - Akriti Singh
- Jawaharlal Nehru Medical College & Hospital, Kalyani, West Bengal, India
| | - Ritu Singh
- G. D Hospital & Diabetes Institute, Kolkata, West Bengal, India; Horizon Lifeline Multi-specialty Hospital, Kolkata, West Bengal, India
| | | | - Anoop Misra
- Fortis C-DOC Hospital for Diabetes & Allied Sciences, New Delhi, India; National Diabetes, Obesity and Cholesterol Foundation, New Delhi, India; Diabetes Foundation (India), New Delhi, India
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Muacevic A, Adler JR. Artificially Sweetened Beverages Beyond the Metabolic Risks: A Systematic Review of the Literature. Cureus 2023; 15:e33231. [PMID: 36741610 PMCID: PMC9891650 DOI: 10.7759/cureus.33231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/01/2023] [Indexed: 01/04/2023] Open
Abstract
We carried out a review of the available literature on the effects that artificially sweetened beverages (ASBs) such as diet soda (DS) have on health, particularly those not related to incident diabetes mellitus, obesity, and metabolic syndrome. A search of scientific articles was carried out using 11 different databases: PubMed, Cochrane, LILACS, MEDLINE Ovid, JAMA Network, IBECS, Cumed, Scopus, SciELO, MEDLINE-EBSCO, and Taylor & Francis Online. Articles published in the last 10 years were considered, considering cross-sectional studies, retrospective or prospective cohort studies, case-control studies, and randomized controlled clinical trials. Only articles in Spanish or English were considered using the MeSH (Medical Subject Heading) and DeCS (Descriptores en Ciencias de la Salud) terms, including "Diet soda," "Health," "Artificial sweetener," "Gaseosa sin azúcar," "Refresco sin azúcar," and "Salud." Additionally, Boolean operators "AND" and "Y" were used. A total of 1,323 articles were obtained in the initial search, of which 21 main ones were selected for review, which included the topic of DS consumption and explored the health consequences that it poses on different organs. The question of whether ASBs such as DS are a preferred substitute is becoming more and more important in terms of public policy due to mounting evidence of the potential negative health effects of their excessive consumption. This systematic review, the first of its kind to our knowledge, sheds light on how excessive DS consumption can affect multiple organ systems, and associations have been made to mental health burden, delays in child neurodevelopment, cardiac remodeling, worsening retinopathy in diabetics, incidental end-stage renal disease, non-Hodgkin's lymphoma and multiple myeloma in men, rheumatoid arthritis in women, hip fractures, dental erosion, increases in breath alcohol concentration when used in alcoholic beverages, and accelerated cell aging. Further studies should delve further to understand the pathophysiologic mechanisms of these associations.
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Association between Ultra-Processed Food Consumption and Diabetes in Chinese Adults-Results from the China Health and Nutrition Survey. Nutrients 2022; 14:nu14204241. [PMID: 36296925 PMCID: PMC9609918 DOI: 10.3390/nu14204241] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 10/04/2022] [Accepted: 10/10/2022] [Indexed: 11/17/2022] Open
Abstract
Aims: We aimed to assess the association between ultra-processed food (UPF) consumption with diabetes in Chinese adults. Methods: This study included 12,849 eligible adults aged 20 years and over attending at least two surveys in the China Nutrition and Health Survey during 1997−2011. Food intake at each survey was assessed by a 3-day 24-h dietary recall method. UPF was defined based on the NOVA classification. Diabetes was obtained from questionnaires and/or ascertained by fasting blood tests. The association of diabetes with UPF was examined using mix effect logistic regression adjusting for potential confounding factors. Results: The mean age of the participants was 43.3 (SD 14.8) years. The age and gender adjusted mean UPF intake increased four times and the prevalence of diabetes increased eight times in 1997−2011. Compared with non-consumers, the odds ratios (95% CI) of diabetes for those with mean UPF consumption of 1−19 g/day, 20−49 g/day, and ≥50 g/day were 1.21 (0.98, 1.48), 1.49 (1.19, 1.86), and 1.40 (1.08, 1.80), respectively (p trend < 0.001) after adjusted for the measured covariates including lifestyle factors (smoking, alcohol drinking, and physical activity), BMI and hypertension. Conclusions: both UPF consumption and prevalence of diabetes increased among adults in China during 1997−2011. Higher UPF consumption was positively associated with diabetes.
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10
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Viveros-Watty PE, López-Franco O, Zepeda RC, Aguirre G, Rodríguez-Alba JC, Gómez-Martínez MA, Castillo-Martínez L, Flores-Muñoz M. Effects on cardiometabolic risk factors after reduction of artificially sweetened beverage consumption in overweight subjects. A randomised controlled trial. ENDOCRINOL DIAB NUTR 2022; 69:168-177. [PMID: 35396115 DOI: 10.1016/j.endien.2022.02.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 03/23/2021] [Indexed: 06/14/2023]
Abstract
BACKGROUND The consumption of artificially sweetened beverages (ASBs) has been linked to metabolic alterations. The effect of reducing the regular consumption of these beverages on the metabolism is currently unknown. OBJECTIVE To evaluate the effect of reducing consumption of ASBs on the metabolism in overweight young adults. DESIGN A randomised, single-blind, controlled, 12-week, clinical trial was performed in overweight young adults who regularly consume ASBs. The 45 subjects who participated in the study were randomly divided into two groups: (1) control group (n=21) and (2) intervention group (no intake of ASBs, n=24). Body weight and composition, fasting plasma concentrations of glucose, triglycerides, insulin, cholesterol, low-density lipoproteins and high-density lipoproteins were measured at the beginning and end of the study. and the HOMA-IR was calculated. RESULTS At the end of 12 weeks, the intervention group showed a significant decrease (as opposed to an increase in the control group) in the percentage of change in body weight (-1.22% vs 1.31%, p<0.004), body fat (-6.28% vs 6.15%, p<0.001) and insulin resistance index (-12.06 vs 38.21%, p<0.00002), as well as in levels of glucose (-4.26% vs 0.51%, p<0.05), triglycerides (-14.74% vs 19.90%, p<0.006), insulin (-8.02% vs 39.23%, p<0.00005), cholesterol (-8.71% vs 0.77%, p<0.01) and LDL (-9.46% vs 9.92%, p<0.004). CONCLUSION A reduction in habitual consumption of ASBs in overweight young adults decreases biochemical measurements, body weight and composition, suggesting a participation in the metabolic processes.
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Affiliation(s)
- Paulina E Viveros-Watty
- Laboratorio de Medicina Traslacional, Instituto de Ciencias de la Salud, Universidad Veracruzana, Xalapa, Veracruz, Mexico; Doctorado en Ciencias de la Salud, Instituto de Ciencias de la Salud, Universidad Veracruzana, Xalapa, Veracruz, Mexico
| | - Oscar López-Franco
- Laboratorio de Medicina Traslacional, Instituto de Ciencias de la Salud, Universidad Veracruzana, Xalapa, Veracruz, Mexico; Doctorado en Ciencias de la Salud, Instituto de Ciencias de la Salud, Universidad Veracruzana, Xalapa, Veracruz, Mexico
| | - Rossana C Zepeda
- Laboratorio de Biomedicina Integral y Salud. Centro de Investigaciones Biomédicas, Universidad Veracruzana, Xalapa Enríquez, Xalapa, Veracruz, Mexico
| | - Gisela Aguirre
- Laboratorio de Innovación en Diagnóstico Molecular Hakken Enterprise, Morelos, Mexico
| | - Juan C Rodríguez-Alba
- Doctorado en Ciencias de la Salud, Instituto de Ciencias de la Salud, Universidad Veracruzana, Xalapa, Veracruz, Mexico; Unidad de Citometría de Flujo, Instituto de Ciencias de la Salud, Universidad Veracruzana, Xalapa, Veracruz, Mexico
| | - Manuel A Gómez-Martínez
- Clínica de Insuficiencia Cardiaca y Respiratoria, Departamento de Cardiología, Instituto Nacional de Enfermedades Respiratorias "Ismael Cosio Villegas", Ciudad de México, Mexico
| | - Lilia Castillo-Martínez
- Servicio de Nutriología Clínica, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Ciudad de México, Mexico
| | - Mónica Flores-Muñoz
- Laboratorio de Medicina Traslacional, Instituto de Ciencias de la Salud, Universidad Veracruzana, Xalapa, Veracruz, Mexico; Doctorado en Ciencias de la Salud, Instituto de Ciencias de la Salud, Universidad Veracruzana, Xalapa, Veracruz, Mexico.
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11
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The Dose-Response Associations of Sugar-Sweetened Beverage Intake with the Risk of Stroke, Depression, Cancer, and Cause-Specific Mortality: A Systematic Review and Meta-Analysis of Prospective Studies. Nutrients 2022; 14:nu14040777. [PMID: 35215425 PMCID: PMC8875574 DOI: 10.3390/nu14040777] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2022] [Revised: 02/03/2022] [Accepted: 02/08/2022] [Indexed: 02/04/2023] Open
Abstract
The associations between sugar-sweetened beverage (SSB) consumption and the risk of stroke, depression, cancer, and cause-specific mortality have not been determined, and the quantitative aspects of this link remain unclear. This meta-analysis therefore conducted a systematic review and dose-response analysis to determine their causal links. The database searches were conducted in PubMed, Cochrane library, Embase, Web of Science up to 10 November 2021. The intervention effects were evaluated by relative risk (RR) with 95% confidences (CI). Thirty-two articles met the inclusion criteria. Higher levels of SSB consumption significantly increased the risk of stroke (RR 1.12, 95% CI 1.03–1.23), depression (1.25, 1.11–1.41), cancer (1.10, 1.03–1.17), and all-cause mortality (1.08, 1.05–1.11) compared with none or lower SSB intake. The associations were dose-dependent, with per 250 mL increment of SSB intake daily increasing the risk of stroke, depression, cancer, and all-cause mortality by RR 1.09 (1.03–1.15), 1.08 (1.06–1.10), 1.17 (1.04–1.32), and 1.07 (1.03–1.11), respectively. The link was curved for depression and cancer risk (pnon-linear < 0.05). Subgroup analysis suggested that higher SSB intake increased ischemic stroke by 10%, CVD-caused mortality by 13%, and cancer-caused mortality by 6.0% than none or lower SSB consumption. It is suggested that SSB accounts for a leading risk factor of stroke, depression, cancer, and mortality, and that the risk rises in parallel with the increment of SSB intake (and is affected by participant characteristics).
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12
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Viveros-Watty PE, López-Franco O, Zepeda RC, Aguirre G, Rodríguez-Alba JC, Gómez-Martínez MA, Castillo-Martínez L, Flores-Muñoz M. Effects on cardiometabolic risk factors after reduction of artificially sweetened beverage consumption in overweight subjects. A randomised controlled trial. ENDOCRINOL DIAB NUTR 2021; 69:S2530-0164(21)00159-2. [PMID: 34274304 DOI: 10.1016/j.endinu.2021.03.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 03/22/2021] [Accepted: 03/23/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND The consumption of artificially sweetened beverages (ASBs) has been linked to metabolic alterations. The effect of reducing the regular consumption of these beverages on the metabolism is currently unknown. OBJECTIVE To evaluate the effect of reducing consumption of ASBs on the metabolism in overweight young adults. DESIGN A randomised, single-blind, controlled, 12-week, clinical trial was performed in overweight young adults who regularly consume ASBs. The 45 subjects who participated in the study were randomly divided into two groups: (1) control group (n=21) and (2) intervention group (no intake of ASBs, n=24). Body weight and composition, fasting plasma concentrations of glucose, triglycerides, insulin, cholesterol, low-density lipoproteins and high-density lipoproteins were measured at the beginning and end of the study. and the HOMA-IR was calculated. RESULTS At the end of 12 weeks, the intervention group showed a significant decrease (as opposed to an increase in the control group) in the percentage of change in body weight (-1.22% vs 1.31%, p<0.004), body fat (-6.28% vs 6.15%, p<0.001) and insulin resistance index (-12.06 vs 38.21%, p<0.00002), as well as in levels of glucose (-4.26% vs 0.51%, p<0.05), triglycerides (-14.74% vs 19.90%, p<0.006), insulin (-8.02% vs 39.23%, p<0.00005), cholesterol (-8.71% vs 0.77%, p<0.01) and LDL (-9.46% vs 9.92%, p<0.004). CONCLUSION A reduction in habitual consumption of ASBs in overweight young adults decreases biochemical measurements, body weight and composition, suggesting a participation in the metabolic processes.
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Affiliation(s)
- Paulina E Viveros-Watty
- Laboratorio de Medicina Traslacional, Instituto de Ciencias de la Salud, Universidad Veracruzana, Xalapa, Veracruz, Mexico; Doctorado en Ciencias de la Salud, Instituto de Ciencias de la Salud, Universidad Veracruzana, Xalapa, Veracruz, Mexico
| | - Oscar López-Franco
- Laboratorio de Medicina Traslacional, Instituto de Ciencias de la Salud, Universidad Veracruzana, Xalapa, Veracruz, Mexico; Doctorado en Ciencias de la Salud, Instituto de Ciencias de la Salud, Universidad Veracruzana, Xalapa, Veracruz, Mexico
| | - Rossana C Zepeda
- Laboratorio de Biomedicina Integral y Salud. Centro de Investigaciones Biomédicas, Universidad Veracruzana, Xalapa Enríquez, Xalapa, Veracruz, Mexico
| | - Gisela Aguirre
- Laboratorio de Innovación en Diagnóstico Molecular Hakken Enterprise, Morelos, Mexico
| | - Juan C Rodríguez-Alba
- Doctorado en Ciencias de la Salud, Instituto de Ciencias de la Salud, Universidad Veracruzana, Xalapa, Veracruz, Mexico; Unidad de Citometría de Flujo, Instituto de Ciencias de la Salud, Universidad Veracruzana, Xalapa, Veracruz, Mexico
| | - Manuel A Gómez-Martínez
- Clínica de Insuficiencia Cardiaca y Respiratoria, Departamento de Cardiología, Instituto Nacional de Enfermedades Respiratorias "Ismael Cosio Villegas", Ciudad de México, Mexico
| | - Lilia Castillo-Martínez
- Servicio de Nutriología Clínica, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Ciudad de México, Mexico
| | - Mónica Flores-Muñoz
- Laboratorio de Medicina Traslacional, Instituto de Ciencias de la Salud, Universidad Veracruzana, Xalapa, Veracruz, Mexico; Doctorado en Ciencias de la Salud, Instituto de Ciencias de la Salud, Universidad Veracruzana, Xalapa, Veracruz, Mexico.
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13
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Schiano C, Grimaldi V, Scognamiglio M, Costa D, Soricelli A, Nicoletti GF, Napoli C. Soft drinks and sweeteners intake: Possible contribution to the development of metabolic syndrome and cardiovascular diseases. Beneficial or detrimental action of alternative sweeteners? Food Res Int 2021; 142:110220. [PMID: 33773688 DOI: 10.1016/j.foodres.2021.110220] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Revised: 02/02/2021] [Accepted: 02/05/2021] [Indexed: 01/04/2023]
Abstract
The rapid increase in obesity, metabolic syndrome, and cardiovascular diseases (CVDs) has been related to the rise in sugar-added foods and sweetened beverages consumption. An interesting approach has been to replace sugar with alternative sweeteners (AS), due to their impact on public health. Preclinical and clinical studies, which analyze the safety of AS intake, are still limited. Major pathogenic mechanisms of these substances include ROS and AGEs formation. Indeed, endothelial dysfunction involving in the pathogenesis of micro- and macro-vascular diseases is mitochondrial dysfunction dependent. Hyperglycemia and endoplasmic reticulum stress together produce ROS, contributing to the development and progression of cardiovascular complications during type 2 diabetes (T2D), thus causing oxidative changes and direct damage of lipids, proteins, and DNA. Epidemiological studies in healthy subjects have suggested that the consumption of artificial AS can promote CV complications, such as glucose intolerance and predisposition to the onset of T2D, whereas natural AS could reduce hyperglycemia, improve lipid metabolism and have antioxidant effects. Long-term prospective clinical randomized studies are needed to evaluate precisely whether exposure to alternative sugars can have clinical implications on natural history and clinical outcomes, especially in children or during the gestational period through breast milk.
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Affiliation(s)
- Concetta Schiano
- Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania "L. Vanvitelli", Naples, Italy.
| | | | - Michele Scognamiglio
- Clinical Department of Internal Medicine and Specialistic Units, Division of Clinical Immunology and Immunohematology, Transfusion Medicine, and Transplant Immunology [SIMT], Regional Reference Laboratory of Transplant Immunology [LIT], Azienda Universitaria Policlinico (AOU), Naples, Italy
| | - Dario Costa
- Clinical Department of Internal Medicine and Specialistic Units, Division of Clinical Immunology and Immunohematology, Transfusion Medicine, and Transplant Immunology [SIMT], Regional Reference Laboratory of Transplant Immunology [LIT], Azienda Universitaria Policlinico (AOU), Naples, Italy
| | - Andrea Soricelli
- IRCCS SDN, Naples, Italy; Department of Exercise and Wellness Sciences, University of Naples Parthenope, Naples, Italy
| | - Giovanni Francesco Nicoletti
- Multidisciplinary Department of Medical, Surgical and Dental Sciences, Plastic Surgery Unit, University of Campania "L. Vanvitelli", Naples, Italy
| | - Claudio Napoli
- Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania "L. Vanvitelli", Naples, Italy; IRCCS SDN, Naples, Italy; Clinical Department of Internal Medicine and Specialistic Units, Division of Clinical Immunology and Immunohematology, Transfusion Medicine, and Transplant Immunology [SIMT], Regional Reference Laboratory of Transplant Immunology [LIT], Azienda Universitaria Policlinico (AOU), Naples, Italy
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14
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Warshaw H, Edelman SV. Practical Strategies to Help Reduce Added Sugars Consumption to Support Glycemic and Weight Management Goals. Clin Diabetes 2021; 39:45-56. [PMID: 33551553 PMCID: PMC7839604 DOI: 10.2337/cd20-0034] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Overconsumption of added sugars is a key contributor to the growing obesity, prediabetes, and type 2 diabetes pandemics. The nutrition therapy guidance of the American Diabetes Association recognizes that using low- and no-calorie sweeteners (LNCS) to reduce consumption of added sugars can reduce low-nutrient-density sources of calories and carbohydrate to beneficially affect glycemia, weight, and cardiometabolic health. This article provides information for primary care providers, diabetes care and education specialists, and other diabetes clinicians on the safety of LNCS and summarizes research evidence on the role of LNCS in glycemic and weight management. It also provides practical strategies for counseling individuals about how to integrate LNCS into their healthy eating pattern.
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Affiliation(s)
| | - Steven V. Edelman
- University of California San Diego, San Diego, CA
- Taking Control of Your Diabetes, San Diego, CA
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15
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Alsunni AA. Effects of Artificial Sweetener Consumption on Glucose Homeostasis and Its Association with Type 2 Diabetes and Obesity. Int J Gen Med 2020; 13:775-785. [PMID: 33116769 PMCID: PMC7547772 DOI: 10.2147/ijgm.s274760] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 09/10/2020] [Indexed: 11/23/2022] Open
Abstract
Artificial sweeteners (ASs) are popular for their characteristic property of providing sweetness with few or no calories. They are frequently consumed to minimize energy intake and to combat obesity and its related adverse health effects. However, since their introduction, concerns have been raised regarding their safety. Extensive research has designed a number of studies to evaluate potential adverse effects, the top among them being interference with glucose homeostasis. Numerous studies have tried to prove that AS may contribute to the development of metabolic diseases including obesity and type 2 diabetes (T2D). The matter remains controversial and a favorite topic of research. The purpose of this review was to identify and discuss the published articles that have examined the effects of AS consumption on glucose homeostasis and its association with T2D and obesity. It was observed that studies have failed to present concrete evidence to establish a link between AS consumption and glucose homeostasis, obesity, or T2D. Most studies have flaws in the study design resulting in haphazard claims with no follow-up studies to confirm reliability. It is concluded that while it is not possible to claim that ASs are metabolically inert, at the moment the haphazard evidence is not enough to link their use with glucose metabolism, obesity or T2D. There is a need to design cohort and case-control studies with reliable sample sizes to establish a cause-effect relationship or to exclude claims of safety problems.
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Affiliation(s)
- Ahmed Abdulrahman Alsunni
- Department of Physiology, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
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