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Lin YC, Chen YC, Chen YJ, Hsieh HM, Chen YY, Wang WH, Lang HF, Liao YJ, Peng YC, Lee TY, Yang SS, Cheng YC, Luo SC, Lien HC. Impact of baseline dietary quality on the efficacy of a dietitian-guided weight reduction program. BMC Nutr 2024; 10:149. [PMID: 39533446 PMCID: PMC11555817 DOI: 10.1186/s40795-024-00956-5] [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: 05/29/2024] [Accepted: 10/29/2024] [Indexed: 11/16/2024] Open
Abstract
AIM This pre-post intervention study aimed to assess the relationship between baseline dietary quality and the efficacy of a dietitian-guided weight reduction program, which has not been thoroughly documented to date. METHODS Ninety-two consecutive obese or overweight patients visiting a tertiary center clinic for weight reduction were enrolled in this study. Participants received a dietitian-guided weight reduction education program aimed at reducing daily caloric intake by 500 kcal and improving adherence to the Mediterranean diet for 3 months. Baseline dietary quality was assessed using the 14-item Taiwanese Mediterranean Diet Adherence Screener (T-MEDAS), where a higher T-MEDAS score reflects greater adherence to the Mediterranean diet. Additional covariates, including dietary behaviors, lifestyle factors, and comorbidities were also recorded. The primary outcome was the percentage of weight reduction at 3 months, analyzed using restricted cubic spline models and generalized estimating equations (GEE) to account for the correlation between weight change and the baseline T-MEDAS scores. RESULTS Thirty-nine participants were excluded due to major illnesses, use of anti-obesity medications, or loss to follow-up. Among the remaining 53 participants (mean age 41.2 ± 12.8 years, 56.6% female), the average weight reduction was 3.9 ± 3.3% from a baseline weight of 98.5 ± 12.8 kg. Participants who did not achieve a weight reduction of more than 5% had higher baseline T-MEDAS scores compared to those who did (5.4 ± 1.7 vs. 4.1 ± 1.8, p = 0.026). A restricted cubic spline model, adjusted for covariates including age, gender, diabetes mellitus (DM), dyslipidemia, and smoking, revealed a significant inverse relationship between higher baseline T-MEDAS scores and weight loss. After controlling for various confounders, GEE analysis demonstrated that higher baseline T-MEDAS scores were significantly associated with less weight loss (beta: -4.1, 95% CI: -5.6 to -2.6, p < 0.001). CONCLUSIONS Higher baseline dietary quality was associated with reduced effectiveness of a dietitian-guided weight reduction program. This suggests that additional strategies may be required to improve the success of weight loss interventions in individuals with higher baseline dietary quality.
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Affiliation(s)
- Ying-Cheng Lin
- Division of Gastroenterology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
- Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan
| | - Yen-Chien Chen
- Department of Food and Nutrition, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Yen-Ju Chen
- Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan
- Division of Allergy, Immunology and Rheumatology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Hui-Min Hsieh
- Department of Food and Nutrition, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Yun-Yu Chen
- Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan
- Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan
- Heart Rhythm Center, Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- Cardiovascular Center, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Wen-Hong Wang
- Department of Food and Nutrition, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Hui-Fen Lang
- Department of Food and Nutrition, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Yi-Jun Liao
- Division of Gastroenterology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
- Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan
| | - Yen-Chun Peng
- Division of Gastroenterology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Teng-Yu Lee
- Division of Gastroenterology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
- School of Medicine, Chung Shan Medical University, Taichung, Taiwan
| | - Sheng-Shun Yang
- Division of Gastroenterology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
- Rong Hsing Research Center for Translational Medicine, National Chung Hsing University, Taichung, Taiwan
- Program in Translational Medicine, National Chung Hsing University, Taichung, Taiwan
- Institute of Biomedical Sciences, National Chung Hsing University, Taichung, Taiwan
| | - Yu-Cheng Cheng
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Institute of Biomedical Sciences, National Chung Hsing University, Taichung, Taiwan
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Shao-Ciao Luo
- School of Medicine, Chung Shan Medical University, Taichung, Taiwan
- Department of Surgery, Taichung Veterans general hospital, Taichung, Taiwan
- Department of Golden-Ager Industry Management, Chao Yang University of Technology, Taichung, Taiwan
| | - Han-Chung Lien
- Division of Gastroenterology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan.
- Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan.
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
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Battistoni I, Pongetti G, Falchetti E, Giannini I, Olivieri R, Gioacchini F, Bonelli P, Contadini D, Scappini L, Flori M, Giovagnoli A, De Maria R, Marini M. Safety and Efficacy of Dapagliflozin in Patients with Heart Failure with Reduced Ejection Fraction: Multicentre Retrospective Study on Echocardiographic Parameters and Biomarkers of Heart Congestion. J Clin Med 2024; 13:3522. [PMID: 38930049 PMCID: PMC11204467 DOI: 10.3390/jcm13123522] [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: 05/19/2024] [Revised: 06/07/2024] [Accepted: 06/13/2024] [Indexed: 06/28/2024] Open
Abstract
Objectives: Dapagliflozin has shown efficacy in clinical trials in patients with heart failure and reduced ejection fraction (HFrEF). However, real-world data on its use and outcomes in routine clinical practice are limited. We aimed to evaluate the utilisation and safety profile of dapagliflozin in a real-world population of HFrEF patients within the Marche region. Methods: Nine cardiology departments within the Marche region retrospectively included HFrEF patients who were initiated on dapagliflozin therapy in an outpatient setting. Data on medical history, comorbidities, echocardiographic parameters, and laboratory tests were collected at baseline and after 6 months. Telephone follow-up interviews were conducted at 1 and 3 months to assess adverse events. We defined the composite endpoint score as meeting at least 50% of four objective measures of improvement among: weight loss, NYHA decrease, ≥50% Natriuretic peptides (NP) decrease, and guideline/directed medical therapy (GDMT) up titration. Results: We included 95 HFrEF patients aged 66 ± 12 years, 82% were men, 48% had ischemic heart disease, and 20% had diabetes. At six months, glomerular filtration rate declined (p = 0.03) and natriuretic peptides levels decreased, on average, by 23% (p < 0.001). Echocardiographic measurements revealed a decrease in pulmonary artery pressure (p < 0.001) and E/e' (p < 0.001). In terms of drug therapy, furosemide dosage decreased (p = 0.001), and the percentage of the target dose achieved for angiotensin receptor-neprilysin inhibitors increased (p = 0.003). By multivariable Cox regression, after adjustment for age, sex, the presence of diabetes/prediabetes, and HF duration, higher baseline Hb concentrations (HR 1.347, 95% CI 1.038-1.746, p = 0.025), and eGFR levels (HR 1.016, 95% CI 1.000-1.033, p = 0.46). Conclusions: In a real-life HFrEF population, dapagliflozin therapy is safe and well-tolerated, improves echocardiographic parameters and biomarkers of congestion, and can also facilitate the titration of drugs with a prognostic impact.
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Affiliation(s)
- Ilaria Battistoni
- Department of Cardiovascular Sciences, Clinic of Cardiology, Ospedali Riuniti, 60100 Ancona, Italy; (G.P.); (M.M.)
| | - Giulia Pongetti
- Department of Cardiovascular Sciences, Clinic of Cardiology, Ospedali Riuniti, 60100 Ancona, Italy; (G.P.); (M.M.)
| | - Elena Falchetti
- Cardiology Department, Senigallia Hospital, 60019 Senigallia, Italy;
| | - Irene Giannini
- Department of Cardiology, Camerino-Hospital, 62032 Camerino, Italy;
| | - Roberto Olivieri
- Cardiology Unit, Ospedali Riuniti Marche Nord, 61121 Pesaro, Italy (L.S.)
| | | | - Paolo Bonelli
- Department of Cardiology, Cardiac Intensive Care Unit, Centre of Telemedicine, Italian National Research Centre on Aging (INRCA), 60127 Ancona, Italy;
| | - Daniele Contadini
- Cardiology Division, Ospedale Provinciale AREA VASTA 3, 62100 Piediripa, Italy;
| | - Lorena Scappini
- Cardiology Unit, Ospedali Riuniti Marche Nord, 61121 Pesaro, Italy (L.S.)
| | - Marco Flori
- U.O.C. Cardiology-Utic Ospedale della Misericordia Urbino AST Pesaro-Urbino, 61029 Urbino, Italy;
| | | | | | - Marco Marini
- Department of Cardiovascular Sciences, Clinic of Cardiology, Ospedali Riuniti, 60100 Ancona, Italy; (G.P.); (M.M.)
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Pitsiava S, Dimakopoulos G, Tsimihodimos V, Kotsa K, Koufakis T. Association between clinical and laboratory factors and response to sodium-glucose cotransporter 2 inhibitors in patients with type 2 diabetes: a retrospective observational study. Expert Opin Pharmacother 2024; 25:1095-1104. [PMID: 38822807 DOI: 10.1080/14656566.2024.2364054] [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: 04/04/2024] [Accepted: 05/31/2024] [Indexed: 06/03/2024]
Abstract
BACKGROUND This study aimed to investigate the association between clinical and laboratory parameters and response to therapy with sodium-glucose cotransporter 2 inhibitors (SGLT2i) in patients with type 2 diabetes mellitus (T2D). RESEARCH DESIGN AND METHODS We retrospectively analyzed the medical records of people with T2D in whom SGLT2i was started. Clinical and laboratory parameters were recorded before, 3 and 6 months after starting treatment. Specific criteria were applied to classify participants into good and poor responders in terms of weight loss (primary outcome) and glycemic control (secondary outcome), separately. RESULTS Fifty individuals (64% men) with a mean age of 65.8 ± 8.5 years were included in the analysis. 86% and 64% of the participants were classified into good response categories for glycemic control and weight loss, respectively. Good responders in terms of glycemic control had lower high-density lipoprotein cholesterol levels at baseline compared to poor responders (43.3 vs 57.4 mg/dl, p = 0.044). In the logistic regression analysis, a higher baseline weight was associated with a better response to therapy in terms of weight loss (p = 0.04). CONCLUSIONS Our findings suggest that specific clinical and laboratory parameters are associated with response to SGLT2i treatment and can contribute to a more personalized approach to T2D care.
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Affiliation(s)
- Sofia Pitsiava
- School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Georgios Dimakopoulos
- BIOSTATS, Epirus Science and Technology Park Campus of the University of Ioannina, Ioannina, Greece
| | - Vasilis Tsimihodimos
- Department of Internal Medicine, Faculty of Medicine, University of Ioannina, Ioannina, Greece
| | - Kalliopi Kotsa
- Division of Endocrinology and Metabolism and Diabetes Centre, First Department of Internal Medicine, Medical School, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Theocharis Koufakis
- Second Propedeutic Department of Internal Medicine, Hippokration General Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
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Danpanichkul P, Manosroi W, Nilsirisuk T, Tosukhowong T. Predictors of weight reduction effectiveness of SGLT2 inhibitors in diabetes mellitus type 2 patients. Front Endocrinol (Lausanne) 2024; 14:1251798. [PMID: 38327904 PMCID: PMC10849059 DOI: 10.3389/fendo.2023.1251798] [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: 07/02/2023] [Accepted: 12/26/2023] [Indexed: 02/09/2024] Open
Abstract
Background Sodium-glucose cotransporter-2 inhibitors (SGLT2i) are a novel medication for treating type 2 diabetes (T2DM), which have the pleiotropic effect of weight reduction. This study aimed to evaluate clinical and biochemical predictors of effective weight reduction in T2DM patients who use various types of SGLT2i. Materials and methods A retrospective study was conducted with 289 adults diagnosed with T2DM who were first prescribed SGLT2i either as monotherapy or add-on therapy. The primary outcome was the identification of clinical and biochemical factors that can potentially induce meaningful weight reduction (>3% in 1 year) in T2DM patients while using SGLT2 inhibitors. The relationship between predictors and significant weight loss was assessed using logistic regression analysis, including adjustment for confounding factors. Results are presented as odds ratios (ORs) with a 95% confidence interval (CI). Results Among the 289 patients, 45.6% had significant weight loss following SGLT2i use. The significant clinical predictors were age >70 years old (OR 3.26, 95% CI 1.39-7.6, p=0.006), body mass index >25 kg/m2 (OR 1.02, 95% CI 1.01-1.05, p=0.049), and the use of sulfonylureas (OR 2.41, 95% CI 1.15-5.09, p=0.020). Additionally, the use of HCTZ showed significantly decreased odds of weight loss (OR 0.35, 95% CI 0.13-0.96, p=0.043). Conclusion This research highlights multiple clinical factors that potentially can predict meaningful weight loss in patients with T2DM who are treated with SGLT2i. These findings could facilitate the identification of patients who might benefit from the weight loss effects of SGLT2i.
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Affiliation(s)
- Pojsakorn Danpanichkul
- Immunology Unit, Department of Microbiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Worapaka Manosroi
- Division of Endocrinology, Department of Internal Medicine, Chiang Mai University, Chiang Mai, Thailand
- Clinical Epidemiology and Clinical Statistics Center, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | | | - Theetouch Tosukhowong
- Department of Physiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
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Lukic N, Macvanin MT, Gluvic Z, Rizzo M, Radak D, Suri JS, Isenovic ER. SGLT-2 Inhibitors: The Next-generation Treatment for Type 2 Diabetes Mellitus. Curr Med Chem 2024; 31:4781-4806. [PMID: 37855338 DOI: 10.2174/0109298673251493231011192520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 06/19/2023] [Accepted: 08/17/2023] [Indexed: 10/20/2023]
Abstract
Type 2 diabetes mellitus (T2DM) has become a worldwide concern in recent years, primarily in highly developed Western societies. T2DM causes systemic complications, such as atherosclerotic heart disease, ischemic stroke, peripheral artery disease, kidney failure, and diabetes-related maculopathy and retinopathy. The growing number of T2DM patients and the treatment of long-term T2DM-related complications pressurize and exhaust public healthcare systems. As a result, strategies for combating T2DM and developing novel drugs are critical global public health requirements. Aside from preventive measures, which are still the most effective way to prevent T2DM, novel and highly effective therapies are emerging. In the spotlight of next-generation T2DM treatment, sodium-glucose co-transporter 2 (SGLT-2) inhibitors are promoted as the most efficient perspective therapy. SGLT-2 inhibitors (SGLT2i) include phlorizin derivatives, such as canagliflozin, dapagliflozin, empagliflozin, and ertugliflozin. SGLT-2, along with SGLT-1, is a member of the SGLT family of proteins that play a role in glucose absorption via active transport mediated by Na+/K+ ATPase. SGLT-2 is only found in the kidney, specifically the proximal tubule, and is responsible for more than 90% glucose absorption. Inhibition of SGLT-2 reduces glucose absorption, and consequently increases urinary glucose excretion, decreasing blood glucose levels. Thus, the inhibition of SGLT-2 activity ultimately alleviates T2DM-related symptoms and prevents or delays systemic T2DM-associated chronic complications. This review aimed to provide a more detailed understanding of the effects of SGLT2i responsible for the acute improvement in blood glucose regulation, a prerequisite for T2DM-associated cardiovascular complications control.
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Affiliation(s)
- Nikola Lukic
- Department of Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences - National Institute of the Republic of Serbia, University of Belgrade, Belgrade, Serbia
| | - Mirjana T Macvanin
- Department of Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences - National Institute of the Republic of Serbia, University of Belgrade, Belgrade, Serbia
| | - Zoran Gluvic
- Department of Endocrinology and Diabetes, Clinic for Internal Medicine, Faculty of Medicine, Zemun Clinical Hospital, University of Belgrade, Belgrade, Serbia
| | - Manfredi Rizzo
- Department of Internal Medicine and Medical Specialties (DIMIS), Università degli Studi di Palermo (UNIPA), 90128 Palermo, Italy
| | - Djordje Radak
- Department of Vascular Surgery, Serbian Academy of Art and Sciences, Euromedic Clinic, 11000, Belgrade, Serbia
| | | | - Esma R Isenovic
- Department of Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences - National Institute of the Republic of Serbia, University of Belgrade, Belgrade, Serbia
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Barreto J, Campos-Staffico AM, Nadruz W, Quinaglia T, Sposito AC. The role of SGLT2i in attenuating residual cardiovascular risk through blood pressure-lowering: mechanistic insights and perspectives. FRONTIERS IN CLINICAL DIABETES AND HEALTHCARE 2023; 4:1243530. [PMID: 37822556 PMCID: PMC10562622 DOI: 10.3389/fcdhc.2023.1243530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 09/11/2023] [Indexed: 10/13/2023]
Abstract
Sodium glucose cotransporter 2 inhibitors (SGLT2) have been increasingly pursued as a promising target for addressing residual cardiovascular risk. Prior trials demonstrated that SGLT2i not only promotes glucose-lowering, but also improves endothelial dysfunction, adiposity, fluid overload, and insulin sensitivity thus contributing to hemodynamic changes implicated in its cardiorenal benefits. The mechanisms in the effect of SGLT2i on blood pressure and their potential role in preventing cardiovascular events are hereby revised.
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Affiliation(s)
- Joaquim Barreto
- Laboratory of Atherosclerosis and Vascular Biology, University of Campinas (Unicamp), Campinas, Sao Paulo, Brazil
| | | | - Wilson Nadruz
- Cardiology Division, Clinics Hospital, Unicamp, Campinas, Sao Paulo, Brazil
| | - Thiago Quinaglia
- Massachussets General Hospital, Harvard University, Boston, MA, United States
| | - Andrei C. Sposito
- Laboratory of Atherosclerosis and Vascular Biology, University of Campinas (Unicamp), Campinas, Sao Paulo, Brazil
- Cardiology Division, Clinics Hospital, Unicamp, Campinas, Sao Paulo, Brazil
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Li M, Zhang J, Yang G, Zhang J, Han M, Zhang Y, Liu Y. Effects of sodium-glucose cotransporter 2 inhibitors on renal risk factors in patients with abnormal glucose metabolism: a meta-analysis of randomized controlled trials. Eur J Clin Pharmacol 2023; 79:859-871. [PMID: 37097298 DOI: 10.1007/s00228-023-03490-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 03/28/2023] [Indexed: 04/26/2023]
Abstract
AIMS Several trials have assessed the antihyperglycemic effects of sodium-glucose cotransporter 2 inhibitors (SGLT2Is) in patients with type 2 diabetes mellitus (T2DM). We conducted a quantitative analysis to assess the effects of SGLT2Is on renal risk factors in patients with abnormal glucose metabolism. MATERIALS AND METHODS Randomized controlled trials (RCTs) were identified by searching the PubMed, Embase, Scopus, and Web of Science databases published before September 30, 2022. The intervention group received SGLT2Is as monotherapy or add-on treatment, and the control group received placebos, standard care, or active control. Risk of bias assessment was performed using the Cochrane risk of bias assessment tool. Meta-analysis was performed on studies with abnormal glucose metabolism populations and studies using the weighted mean differences (WMDs) as the measure of the effect size. Clinical trials providing changes in serum uric acid (SUA) were included. The mean change of SUA, glycated hemoglobin (HbA1c), body mass index (BMI), and estimated glomerular filtration rate (eGFR) were calculated. RESULTS After a literature search and detailed evaluation, a total of 11 RCTs were included for quantitative analysis to analyze the differences between the SGLT2I group and the control group. The results showed that SGLT2I significantly reduced SUA (MD = -0.56, 95% CI = -0.66 ~ -0.46, I2 = 0%, P < 0.00001), HbA1c (MD = -0.20, 95% CI = -0.26 ~ -0.13, I2 = 0%, P < 0.00001), and BMI (MD = -1.19, 95% CI = -1.84 ~ -0.55, I2 = 0%, P = 0.0003). There was no significant difference in the reduction of eGFR observed in the SGLT2I group (MD = -1.60, 95% CI = -3.82 ~ 0.63, I2 = 13%, P = 0.16). CONCLUSIONS These results showed that the SGLT2I group caused greater reductions in SUA, HbA1c, and BMI but had no effect on eGFR. These data suggested that SGLT2Is may have numerous potentially beneficial clinical effects in patients with abnormal glucose metabolism. However, these results need to be consolidated by further studies.
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Affiliation(s)
- Mengnan Li
- Department of Endocrinology, First Hospital of Shanxi Medical University, Taiyuan, China
- First Clinical Medical College, Shanxi Medical University, Taiyuan, China
| | - Jian Zhang
- Department of Endocrinology, First Hospital of Shanxi Medical University, Taiyuan, China
- First Clinical Medical College, Shanxi Medical University, Taiyuan, China
| | - Guimei Yang
- Department of Endocrinology, First Hospital of Shanxi Medical University, Taiyuan, China
- First Clinical Medical College, Shanxi Medical University, Taiyuan, China
| | - Jiaxin Zhang
- Department of Endocrinology, First Hospital of Shanxi Medical University, Taiyuan, China
- First Clinical Medical College, Shanxi Medical University, Taiyuan, China
| | - Minmin Han
- Department of Endocrinology, First Hospital of Shanxi Medical University, Taiyuan, China
- First Clinical Medical College, Shanxi Medical University, Taiyuan, China
| | - Yi Zhang
- Department of Pharmacology, Shanxi Medical University, Taiyuan, China.
| | - Yunfeng Liu
- Department of Endocrinology, First Hospital of Shanxi Medical University, Taiyuan, China.
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