Pub Date : 2025-12-20eCollection Date: 2025-01-01DOI: 10.2147/DMSO.S580663
Hillary A Keenan
{"title":"Confluence of Diabetes Risk.","authors":"Hillary A Keenan","doi":"10.2147/DMSO.S580663","DOIUrl":"10.2147/DMSO.S580663","url":null,"abstract":"","PeriodicalId":11116,"journal":{"name":"Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy","volume":"18 ","pages":"4659-4660"},"PeriodicalIF":3.0,"publicationDate":"2025-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12730162/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145833463","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Purpose: This study aims to determine apolipoprotein B-48 (ApoB48) levels before and after a high-fat diet in individuals with metabolic syndrome (MetS), and to explore its relationship with MetS. It provides new risk markers for exploring the mechanism of MetS and offers important theoretical basis and candidate targets for subsequent research.
Patients and methods: A total of 192 adult Chinese volunteers were enrolled in this cross-sectional study. Participants were divided into control and MetS groups according to the NCEP ATP III diagnostic criteria for MetS. All participants underwent oral fat tolerance testing (OFTT). Serum concentrations of fasting and postprandial ApoB48 were measured, and their relationships with each MetS component were analyzed.
Results: Among 192 participants, 81 were diagnosed with MetS. Both fasting and postprandial ApoB48 concentrations were higher in the MetS group than in the control group (P < 0.05). The incidence of MetS increased with rising ApoB48 levels. In both groups, ApoB48 concentrations initially increased and then decreased after OFTT, peaking at 4 h postprandially, with higher peak values observed in the MetS group. Fasting and 2-h postprandial ApoB48 levels had the strongest correlations with MetS.
Conclusion: Higher ApoB48 levels before and after OFTT were positively correlated with an increased risk of MetS and were higher than those in the healthy population. Fasting ApoB48 and 2-h postprandial ApoB48 levels after a high-fat meal may be potential markers of MetS.
目的:本研究旨在测定代谢综合征(MetS)患者高脂饮食前后载脂蛋白B-48 (ApoB48)水平,并探讨其与MetS的关系。为探索MetS的机制提供了新的风险标记,为后续研究提供了重要的理论基础和候选靶点。患者和方法:共有192名中国成年志愿者参加了这项横断面研究。根据NCEP ATP III对MetS的诊断标准,将参与者分为对照组和MetS组。所有参与者都进行了口腔脂肪耐量测试(OFTT)。测定空腹和餐后血清ApoB48浓度,并分析其与MetS各成分的关系。结果:在192名参与者中,81人被诊断为met。代谢组空腹和餐后ApoB48浓度均高于对照组(P < 0.05)。随着ApoB48水平的升高,MetS的发生率也随之增加。在两组中,ApoB48浓度在OFTT后先升高后下降,在餐后4小时达到峰值,MetS组的峰值更高。空腹和餐后2小时ApoB48水平与MetS的相关性最强。结论:OFTT前后较高的ApoB48水平与MetS风险增加呈正相关,且高于健康人群。高脂肪餐后的空腹ApoB48和餐后2小时的ApoB48水平可能是MetS的潜在标志。
{"title":"Correlation Between the Levels of Fasting and Postprandial ApoB48 with Metabolic Syndrome: A Cross-Sectional Study.","authors":"Yale Tang, Shaojing Zeng, Xiaoyu Hou, Peipei Tian, Luping Ren, Guangyao Song","doi":"10.2147/DMSO.S560290","DOIUrl":"10.2147/DMSO.S560290","url":null,"abstract":"<p><strong>Purpose: </strong>This study aims to determine apolipoprotein B-48 (ApoB48) levels before and after a high-fat diet in individuals with metabolic syndrome (MetS), and to explore its relationship with MetS. It provides new risk markers for exploring the mechanism of MetS and offers important theoretical basis and candidate targets for subsequent research.</p><p><strong>Patients and methods: </strong>A total of 192 adult Chinese volunteers were enrolled in this cross-sectional study. Participants were divided into control and MetS groups according to the NCEP ATP III diagnostic criteria for MetS. All participants underwent oral fat tolerance testing (OFTT). Serum concentrations of fasting and postprandial ApoB48 were measured, and their relationships with each MetS component were analyzed.</p><p><strong>Results: </strong>Among 192 participants, 81 were diagnosed with MetS. Both fasting and postprandial ApoB48 concentrations were higher in the MetS group than in the control group (P < 0.05). The incidence of MetS increased with rising ApoB48 levels. In both groups, ApoB48 concentrations initially increased and then decreased after OFTT, peaking at 4 h postprandially, with higher peak values observed in the MetS group. Fasting and 2-h postprandial ApoB48 levels had the strongest correlations with MetS.</p><p><strong>Conclusion: </strong>Higher ApoB48 levels before and after OFTT were positively correlated with an increased risk of MetS and were higher than those in the healthy population. Fasting ApoB48 and 2-h postprandial ApoB48 levels after a high-fat meal may be potential markers of MetS.</p>","PeriodicalId":11116,"journal":{"name":"Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy","volume":"18 ","pages":"4631-4643"},"PeriodicalIF":3.0,"publicationDate":"2025-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12718512/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145809920","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-16eCollection Date: 2025-01-01DOI: 10.2147/DMSO.S572295
Yuliang Cui, Lingling Li, Ying Li, Pei Yu
Purpose: To develop and validate an individualized risk prediction model for carotid atherosclerosis (CAS) in non-obese patients with type 2 diabetes mellitus (T2DM), addressing the need for a non-invasive and practical screening tool.
Patients and methods: This retrospective study analyzed data from a cohort of 1014 non-obese T2DM patients (mean age: 58.65±11.95 years; 691 males and 323 females) enrolled between 2016 and 2025. We collected a comprehensive set of clinical variables, including demographics, body mass index (BMI), blood pressure, lipid profile, hepatic and renal function, and glycemic indicators. The population was randomly divided into a training set and an internal validation set. Feature selection was performed using univariate and multivariate logistic analysis to identify significant predictors. A nomogram was subsequently constructed based on these independent risk factors. The model's performance was rigorously evaluated by assessing its discriminative ability with the area under the receiver operating characteristic curve (AUC), its calibration with calibration plots, and its potential clinical net benefit with decision curve analysis (DCA).
Results: The final prediction model incorporated five key clinical variables: age, gender, systolic blood pressure, low-density lipoprotein cholesterol, and fasting blood glucose. The nomogram demonstrated strong and consistent performance, achieving AUC values of 0.828 in the training set and 0.824 in the validation set, indicating high discriminatory power. Calibration curves showed excellent agreement between predicted probabilities and actual observed outcomes. Furthermore, decision curve analysis confirmed the clinical utility of the model for a wide range of risk thresholds.
Conclusion: The validated nomogram provides a reliable and easily applicable tool for the early identification of CAS risk in non-obese individuals with T2DM. This model facilitates personalized risk assessment and supports clinical decision-making for targeted preventive strategies, potentially reducing the incidence of associated cardiovascular and cerebrovascular events.
{"title":"Development and Validation of a Nomogram for Predicting Carotid Atherosclerosis in Non-Obese Patients with Type 2 Diabetes.","authors":"Yuliang Cui, Lingling Li, Ying Li, Pei Yu","doi":"10.2147/DMSO.S572295","DOIUrl":"10.2147/DMSO.S572295","url":null,"abstract":"<p><strong>Purpose: </strong>To develop and validate an individualized risk prediction model for carotid atherosclerosis (CAS) in non-obese patients with type 2 diabetes mellitus (T2DM), addressing the need for a non-invasive and practical screening tool.</p><p><strong>Patients and methods: </strong>This retrospective study analyzed data from a cohort of 1014 non-obese T2DM patients (mean age: 58.65±11.95 years; 691 males and 323 females) enrolled between 2016 and 2025. We collected a comprehensive set of clinical variables, including demographics, body mass index (BMI), blood pressure, lipid profile, hepatic and renal function, and glycemic indicators. The population was randomly divided into a training set and an internal validation set. Feature selection was performed using univariate and multivariate logistic analysis to identify significant predictors. A nomogram was subsequently constructed based on these independent risk factors. The model's performance was rigorously evaluated by assessing its discriminative ability with the area under the receiver operating characteristic curve (AUC), its calibration with calibration plots, and its potential clinical net benefit with decision curve analysis (DCA).</p><p><strong>Results: </strong>The final prediction model incorporated five key clinical variables: age, gender, systolic blood pressure, low-density lipoprotein cholesterol, and fasting blood glucose. The nomogram demonstrated strong and consistent performance, achieving AUC values of 0.828 in the training set and 0.824 in the validation set, indicating high discriminatory power. Calibration curves showed excellent agreement between predicted probabilities and actual observed outcomes. Furthermore, decision curve analysis confirmed the clinical utility of the model for a wide range of risk thresholds.</p><p><strong>Conclusion: </strong>The validated nomogram provides a reliable and easily applicable tool for the early identification of CAS risk in non-obese individuals with T2DM. This model facilitates personalized risk assessment and supports clinical decision-making for targeted preventive strategies, potentially reducing the incidence of associated cardiovascular and cerebrovascular events.</p>","PeriodicalId":11116,"journal":{"name":"Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy","volume":"18 ","pages":"4547-4557"},"PeriodicalIF":3.0,"publicationDate":"2025-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12717805/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145803273","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-16eCollection Date: 2025-01-01DOI: 10.2147/DMSO.S548513
Lala Qin, Qingsong Xiao, Xin Deng
Flavonoids are widely present in various plants and possess multiple biological activities, such as anti-inflammation, antioxidation and anticancer. In the realm of disease prevention and therapeutic interventions, a noteworthy function is assumed by these entities, evident from their significant research potentiality and intrinsic value. Characterized by an excessive lipid accumulation within the hepatic cells, metabolic associated fatty liver disease (MAFLD) manifests as a prevalent chronic ailment of the liver. The "multiple hits" theory suggests that its occurrence is the result of systemic homeostasis imbalance, influenced by factors such as abnormal lipid metabolism, inflammatory reaction, oxidative stress, insulin resistance, and gut microbiota. However, there are no effective clinical drugs for it. Recent studies have found that flavonoid active components can alleviate MAFLD through multiple pathways, including regulating abnormal lipid metabolism, inhibiting inflammatory response, alleviating oxidative stress, improving insulin resistance, regulating gut microbiota, and regulating liver autophagy. Therefore, this paper summarizes the pharmacological action and related mechanisms of flavonoid active components in improving MAFLD. This manuscript may provide a reference for seeking a novel therapeutic agent for MAFLD management.
{"title":"Research Progress on the Role and Mechanism of Flavonoids in Improving Metabolic Associated Fatty Liver Disease.","authors":"Lala Qin, Qingsong Xiao, Xin Deng","doi":"10.2147/DMSO.S548513","DOIUrl":"10.2147/DMSO.S548513","url":null,"abstract":"<p><p>Flavonoids are widely present in various plants and possess multiple biological activities, such as anti-inflammation, antioxidation and anticancer. In the realm of disease prevention and therapeutic interventions, a noteworthy function is assumed by these entities, evident from their significant research potentiality and intrinsic value. Characterized by an excessive lipid accumulation within the hepatic cells, metabolic associated fatty liver disease (MAFLD) manifests as a prevalent chronic ailment of the liver. The \"multiple hits\" theory suggests that its occurrence is the result of systemic homeostasis imbalance, influenced by factors such as abnormal lipid metabolism, inflammatory reaction, oxidative stress, insulin resistance, and gut microbiota. However, there are no effective clinical drugs for it. Recent studies have found that flavonoid active components can alleviate MAFLD through multiple pathways, including regulating abnormal lipid metabolism, inhibiting inflammatory response, alleviating oxidative stress, improving insulin resistance, regulating gut microbiota, and regulating liver autophagy. Therefore, this paper summarizes the pharmacological action and related mechanisms of flavonoid active components in improving MAFLD. This manuscript may provide a reference for seeking a novel therapeutic agent for MAFLD management.</p>","PeriodicalId":11116,"journal":{"name":"Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy","volume":"18 ","pages":"4597-4607"},"PeriodicalIF":3.0,"publicationDate":"2025-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12719055/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145818431","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objective: To investigate the associations of anthropometric indicators and left ventricular hypertrophy (LVH) in middle-aged and elderly individuals with type 2 diabetes mellitus (T2DM).
Methods: This was a cross-sectional study. A total of 3330 individuals were recruited from three tertiary hospitals across China between July 2018 and June 2023. Demographic characteristics, biochemical parameters, and echocardiographic measurements were systematically collected. Anthropometric indices, including body mass index (BMI), waist-to-hip ratio (WHR), waist-to-height ratio (WHtR), body adiposity index (BAI), body roundness index (BRI), and weight-adjusted-waist index (WWI) were calculated using standardized protocols. Multivariable binary logistic regression models were employed to evaluate the associations between anthropometric indices and LVH. The diagnostic accuracy was assessed using receiver operating characteristic (ROC) curve analysis.
Results: Multivariable logistic regression analysis revealed that WHR (OR:1.128, 95% CI:1.043, 1.220) and BRI (OR:1.455, 95% CI:1.011, 2.094) were independently associated with increased LVH risk in middle-aged males. Among middle-aged females, BAI (OR:1.112, 95% CI:1.046, 1.182), WHtR (OR:1.048, 95% CI:1.007, 1.090), and BRI (OR:1.234, 95% CI:1.040, 1.465) demonstrated significant associations with LVH. However, in the elderly population, none of the variables showed a statistically significant association with LVH (P>0.05). ROC curve analysis identified WHR as the strongest predictor in middle-aged males (AUC:0.674, 95% CI:0.584, 0.764), whereas BAI exhibited the highest discriminatory accuracy among middle-aged females (AUC:0.578, 95% CI:0.523, 0.633).
Conclusion: Sex-specific associations between obesity indices and LVH were observed in middle-aged individuals with T2DM, necessitating distinct risk-stratification strategies: prioritizing abdominal obesity in males and comprehensive adiposity distribution in females. Notably, the broad relevance of BRI in both sexes highlights its clinical utility.
{"title":"Sex-Specific Associations Between Anthropometric Indices and Left Ventricular Hypertrophy in Middle-Aged and Elderly Individuals with Type 2 Diabetes Mellitus.","authors":"Guilin Liu, Qingxiu Tian, Qian Cui, Rong Zhang, Chunru Wang, Dan Fang, Zhenzhen Sun, Daoyuan Zou, Xiaodong Chen, Rendong Zheng, Xiaodan Yuan","doi":"10.2147/DMSO.S566225","DOIUrl":"10.2147/DMSO.S566225","url":null,"abstract":"<p><strong>Objective: </strong>To investigate the associations of anthropometric indicators and left ventricular hypertrophy (LVH) in middle-aged and elderly individuals with type 2 diabetes mellitus (T2DM).</p><p><strong>Methods: </strong>This was a cross-sectional study. A total of 3330 individuals were recruited from three tertiary hospitals across China between July 2018 and June 2023. Demographic characteristics, biochemical parameters, and echocardiographic measurements were systematically collected. Anthropometric indices, including body mass index (BMI), waist-to-hip ratio (WHR), waist-to-height ratio (WHtR), body adiposity index (BAI), body roundness index (BRI), and weight-adjusted-waist index (WWI) were calculated using standardized protocols. Multivariable binary logistic regression models were employed to evaluate the associations between anthropometric indices and LVH. The diagnostic accuracy was assessed using receiver operating characteristic (ROC) curve analysis.</p><p><strong>Results: </strong>Multivariable logistic regression analysis revealed that WHR (OR:1.128, 95% CI:1.043, 1.220) and BRI (OR:1.455, 95% CI:1.011, 2.094) were independently associated with increased LVH risk in middle-aged males. Among middle-aged females, BAI (OR:1.112, 95% CI:1.046, 1.182), WHtR (OR:1.048, 95% CI:1.007, 1.090), and BRI (OR:1.234, 95% CI:1.040, 1.465) demonstrated significant associations with LVH. However, in the elderly population, none of the variables showed a statistically significant association with LVH (<i>P</i>>0.05). ROC curve analysis identified WHR as the strongest predictor in middle-aged males (AUC:0.674, 95% CI:0.584, 0.764), whereas BAI exhibited the highest discriminatory accuracy among middle-aged females (AUC:0.578, 95% CI:0.523, 0.633).</p><p><strong>Conclusion: </strong>Sex-specific associations between obesity indices and LVH were observed in middle-aged individuals with T2DM, necessitating distinct risk-stratification strategies: prioritizing abdominal obesity in males and comprehensive adiposity distribution in females. Notably, the broad relevance of BRI in both sexes highlights its clinical utility.</p>","PeriodicalId":11116,"journal":{"name":"Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy","volume":"18 ","pages":"4559-4570"},"PeriodicalIF":3.0,"publicationDate":"2025-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12716077/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145803225","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Aim: To assess the association between sodium-glucose cotransporter 2 (SGLT2) inhibitor use and the risk of tumor development and survival outcomes in patients with type 2 diabetes.
Methods: This retrospective cohort study included 350 patients with type 2 diabetes treated at our institution between January 2021 and January 2025. Patients were categorized into an observation group (n = 189) receiving SGLT2 inhibitors and a control group (n = 161) treated with other antidiabetic medications. Clinical characteristics, glycemic control, cumulative drug exposure, and tumor incidence (lung, colorectal, prostate, breast, bladder, and hepatic cancers) were analyzed. Kaplan-Meier methods were used to evaluate cancer incidence and mortality outcomes.
Results: Overall tumor incidence was significantly lower in the SGLT2 inhibitor group than in the control group (P < 0.001), mainly due to reduced lung (P = 0.018) and ovarian cancers (P = 0.017). Smoking, alcohol consumption, and poor glycemic control were associated with higher overall and site-specific tumor risks. The SGLT2 inhibitor group showed better metabolic profiles, with lower FBG, HbA1c, LDL, TC, TG, and higher HDL levels (all P < 0.05), as well as improved renal function indicated by lower BUN and creatinine and higher eGFR (all P < 0.001). Kaplan-Meier analysis demonstrated significantly longer progression-free and overall survival in the SGLT2 inhibitor group (both P < 0.01).
Conclusion: SGLT2 inhibitors reduced overall tumor risk, especially lung and ovarian cancers, and improved metabolic and survival outcomes in type 2 diabetes.
{"title":"Impact of SGLT2 Inhibitors on Tumor Development Risk in Type 2 Diabetes: A Retrospective Cohort Study.","authors":"Yuzhe Wang, Yusen Ding, XiangLong Yan, Jia Yao, Meiling Wang, Zhen Li, Yamei Zhu","doi":"10.2147/DMSO.S550192","DOIUrl":"10.2147/DMSO.S550192","url":null,"abstract":"<p><strong>Aim: </strong>To assess the association between sodium-glucose cotransporter 2 (SGLT2) inhibitor use and the risk of tumor development and survival outcomes in patients with type 2 diabetes.</p><p><strong>Methods: </strong>This retrospective cohort study included 350 patients with type 2 diabetes treated at our institution between January 2021 and January 2025. Patients were categorized into an observation group (n = 189) receiving SGLT2 inhibitors and a control group (n = 161) treated with other antidiabetic medications. Clinical characteristics, glycemic control, cumulative drug exposure, and tumor incidence (lung, colorectal, prostate, breast, bladder, and hepatic cancers) were analyzed. Kaplan-Meier methods were used to evaluate cancer incidence and mortality outcomes.</p><p><strong>Results: </strong>Overall tumor incidence was significantly lower in the SGLT2 inhibitor group than in the control group (P < 0.001), mainly due to reduced lung (P = 0.018) and ovarian cancers (P = 0.017). Smoking, alcohol consumption, and poor glycemic control were associated with higher overall and site-specific tumor risks. The SGLT2 inhibitor group showed better metabolic profiles, with lower FBG, HbA1c, LDL, TC, TG, and higher HDL levels (all P < 0.05), as well as improved renal function indicated by lower BUN and creatinine and higher eGFR (all P < 0.001). Kaplan-Meier analysis demonstrated significantly longer progression-free and overall survival in the SGLT2 inhibitor group (both P < 0.01).</p><p><strong>Conclusion: </strong>SGLT2 inhibitors reduced overall tumor risk, especially lung and ovarian cancers, and improved metabolic and survival outcomes in type 2 diabetes.</p>","PeriodicalId":11116,"journal":{"name":"Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy","volume":"18 ","pages":"4587-4596"},"PeriodicalIF":3.0,"publicationDate":"2025-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12717026/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145803284","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-15eCollection Date: 2025-01-01DOI: 10.2147/DMSO.S548440
Martha Maurer, Meng-Jung Wen, Jacob Deheck, Sierra Szymanski, Makenzie A Hansen, Annika Louise Pickard, Lorraine K Onchiri, Tegan Quinn, Tina Kansariwala, Olayinka O Shiyanbola
Purpose: This randomized controlled mixed methods pilot study evaluated the preliminary signal of effectiveness of a culturally tailored intervention embedded within a standard Diabetes Self-Management Education (DSME) program.
Patients and methods: Fourteen Black adults with uncontrolled diabetes (A1C ≥ 7.5) enrolled in the study. The study was conducted at a community center and over the phone within a US Midwestern State. All participants participated in a 6-week evidence-based DSME program, with a subset of participants (n=7) randomized to the intervention receiving additional education sessions and race-congruent phone-based peer support throughout the 6-month intervention. Changes in Hemoglobin A1c (A1C) (primary outcome) and self-reported medication adherence (secondary outcome), and other psychosocial outcomes (beliefs about diabetes, self-efficacy, diabetes empowerment, etc.) were assessed at 3 and 6 months using paired t-tests. Between-group differences were analyzed using the Mann-Whitney U-test and within-group differences were analyzed using Wilcoxon signed-rank test. Qualitative data on participant's perceived impact of the intervention on primary and secondary outcomes were collected through semi-structured interviews and analyzed to identify themes. Subsequently, a mixed methods analysis was conducted to compare quantitative and qualitative findings.
Results: At 6-months, A1C was statistically significantly lower in the intervention group (7.9% (SD =0.4; 95% CI [7.6-8.2]); n=7) compared to the control group (10.6% (SD =0.7; 95% CI [9.9-11.2]); p =0.01; d=0.73; n = 6). There were no significant between-group differences (p =0.22) in medication adherence between the 2 groups. Qualitative themes related to beliefs about medicines, diabetes distress, etc. were identified, and integrated with quantitative psychosocial outcomes further explaining the findings.
Conclusion: The findings suggest a signal of evidence for a future adequately powered, randomized controlled trial, testing whether the addition of the theory and evidence-informed culturally specific components of the intervention improve outcomes compared to the DSME program alone.
目的:这项随机对照混合方法的初步研究评估了标准糖尿病自我管理教育(DSME)计划中文化定制干预的有效性的初步信号。患者和方法:14名未控制糖尿病(A1C≥7.5)的黑人成人纳入研究。这项研究是在美国中西部一个州的一个社区中心通过电话进行的。所有参与者都参加了为期6周的基于证据的DSME项目,其中一部分参与者(n=7)被随机分配到干预组,在6个月的干预期间接受额外的教育课程和基于种族的电话同伴支持。使用配对t检验在3个月和6个月时评估血红蛋白A1c(主要结局)和自我报告的药物依从性(次要结局)以及其他社会心理结局(对糖尿病的信念、自我效能、糖尿病授权等)的变化。组间差异采用Mann-Whitney u检验,组内差异采用Wilcoxon符号秩检验。通过半结构化访谈收集了参与者对干预对主要和次要结果的感知影响的定性数据,并进行了分析以确定主题。随后,进行了混合方法分析,以比较定量和定性结果。结果:6个月时,干预组A1C显著降低(7.9%,SD =0.4, 95% CI [7.6-8.2]);n=7)与对照组相比(10.6% (SD =0.7; 95% CI [9.9-11.2]);p = 0.01;d = 0.73;N = 6)。两组患者的药物依从性差异无统计学意义(p =0.22)。确定了与药物、糖尿病困扰等信念相关的定性主题,并将其与定量社会心理结果相结合,进一步解释了研究结果。结论:研究结果表明,与单独的DSME项目相比,加入理论和有证据依据的文化特定成分的干预是否能改善结果,这是未来充分支持的随机对照试验的证据信号。
{"title":"Investigating the Added Value of a Culturally Tailored Peer Support Intervention for Black Adults with Diabetes: A Randomized Mixed Methods Pilot Trial.","authors":"Martha Maurer, Meng-Jung Wen, Jacob Deheck, Sierra Szymanski, Makenzie A Hansen, Annika Louise Pickard, Lorraine K Onchiri, Tegan Quinn, Tina Kansariwala, Olayinka O Shiyanbola","doi":"10.2147/DMSO.S548440","DOIUrl":"10.2147/DMSO.S548440","url":null,"abstract":"<p><strong>Purpose: </strong>This randomized controlled mixed methods pilot study evaluated the preliminary signal of effectiveness of a culturally tailored intervention embedded within a standard Diabetes Self-Management Education (DSME) program.</p><p><strong>Patients and methods: </strong>Fourteen Black adults with uncontrolled diabetes (A1C ≥ 7.5) enrolled in the study. The study was conducted at a community center and over the phone within a US Midwestern State. All participants participated in a 6-week evidence-based DSME program, with a subset of participants (n=7) randomized to the intervention receiving additional education sessions and race-congruent phone-based peer support throughout the 6-month intervention. Changes in Hemoglobin A1c (A1C) (primary outcome) and self-reported medication adherence (secondary outcome), and other psychosocial outcomes (beliefs about diabetes, self-efficacy, diabetes empowerment, etc.) were assessed at 3 and 6 months using paired t-tests. Between-group differences were analyzed using the Mann-Whitney <i>U</i>-test and within-group differences were analyzed using Wilcoxon signed-rank test. Qualitative data on participant's perceived impact of the intervention on primary and secondary outcomes were collected through semi-structured interviews and analyzed to identify themes. Subsequently, a mixed methods analysis was conducted to compare quantitative and qualitative findings.</p><p><strong>Results: </strong>At 6-months, A1C was statistically significantly lower in the intervention group (7.9% (SD =0.4; 95% CI [7.6-8.2]); n=7) compared to the control group (10.6% (SD =0.7; 95% CI [9.9-11.2]); <i>p</i> =0.01; d=0.73; n = 6). There were no significant between-group differences (<i>p</i> =0.22) in medication adherence between the 2 groups. Qualitative themes related to beliefs about medicines, diabetes distress, etc. were identified, and integrated with quantitative psychosocial outcomes further explaining the findings.</p><p><strong>Conclusion: </strong>The findings suggest a signal of evidence for a future adequately powered, randomized controlled trial, testing whether the addition of the theory and evidence-informed culturally specific components of the intervention improve outcomes compared to the DSME program alone.</p>","PeriodicalId":11116,"journal":{"name":"Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy","volume":"18 ","pages":"4609-4629"},"PeriodicalIF":3.0,"publicationDate":"2025-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12716071/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145803234","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objective: Managing diabetes daily can be an emotional burden for older adults. Research shows that self-compassion, which refers to the ability to be kind and understanding toward oneself, can help improve emotional well-being. This study aimed to develop a machine learning prediction model to identify the influencing factors of self-compassion among community-dwelling older adults with type 2 diabetes.
Methods: We conducted this study in Jiaxing, China, during July and August 2024. We invited community-dwelling older adults with type 2 diabetes to complete a questionnaire that measured their levels of self-compassion, depression, and anxiety. Our goal was to find which of 26 different personal and health-related factors most influenced self-compassion. To achieve this, we used several machine learning algorithms to build and compare predictive models, selecting the best-performing one. Finally, we applied a technique called SHapley Additive exPlanations (SHAP) to clearly understand and interpret how each factor impacts self-compassion.
Results: The random forest model performed the best. SHAP analysis indicated that depression, hemoglobin A1c (HbA1C), waist circumference, and anxiety were risk factors of self-compassion, while fasting blood-glucose (FBG) was a protective factor.
Conclusion: This study provides a reliable tool for identifying older adults with type 2 diabetes who may benefit from support. The findings suggest that healthcare providers should prioritize managing depression and anxiety, along with controlling HbA1c and waist circumference, to enhance self-compassion. These results can be translated into a practical risk scorecard to guide personalized care strategies in community health settings.
{"title":"Identifying the Most Crucial Factors Influencing Self-Compassion Among Community-Dwelling Older Adults with Type 2 Diabetes Using Interpretable Machine Learning.","authors":"Junxian Xu, Jianzhong Yang, Yuping Lu, Jieyu Yang, Chao Gu, Jiahuan Zhu, Lanni Yang","doi":"10.2147/DMSO.S556917","DOIUrl":"10.2147/DMSO.S556917","url":null,"abstract":"<p><strong>Objective: </strong>Managing diabetes daily can be an emotional burden for older adults. Research shows that self-compassion, which refers to the ability to be kind and understanding toward oneself, can help improve emotional well-being. This study aimed to develop a machine learning prediction model to identify the influencing factors of self-compassion among community-dwelling older adults with type 2 diabetes.</p><p><strong>Methods: </strong>We conducted this study in Jiaxing, China, during July and August 2024. We invited community-dwelling older adults with type 2 diabetes to complete a questionnaire that measured their levels of self-compassion, depression, and anxiety. Our goal was to find which of 26 different personal and health-related factors most influenced self-compassion. To achieve this, we used several machine learning algorithms to build and compare predictive models, selecting the best-performing one. Finally, we applied a technique called SHapley Additive exPlanations (SHAP) to clearly understand and interpret how each factor impacts self-compassion.</p><p><strong>Results: </strong>The random forest model performed the best. SHAP analysis indicated that depression, hemoglobin A1c (HbA1C), waist circumference, and anxiety were risk factors of self-compassion, while fasting blood-glucose (FBG) was a protective factor.</p><p><strong>Conclusion: </strong>This study provides a reliable tool for identifying older adults with type 2 diabetes who may benefit from support. The findings suggest that healthcare providers should prioritize managing depression and anxiety, along with controlling HbA1c and waist circumference, to enhance self-compassion. These results can be translated into a practical risk scorecard to guide personalized care strategies in community health settings.</p>","PeriodicalId":11116,"journal":{"name":"Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy","volume":"18 ","pages":"4571-4586"},"PeriodicalIF":3.0,"publicationDate":"2025-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12716072/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145803301","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-11eCollection Date: 2025-01-01DOI: 10.2147/DMSO.S556539
Qian Liang, Haofei Hu, Xuan Chen, Shufen Yang, Ying Zhang, Yan Wu, Xinyu Wang, Hong Chen
Objective: To investigate fasting C-peptide to high-density lipoprotein cholesterol ratio (FHR) as a predictor for non-alcoholic fatty liver disease (NAFLD) in Chinese adults with type 2 diabetes mellitus (T2DM).
Methods: This study enrolled 718 participants with T2DM from Shenzhen People's Hospital, China. Participants were stratified by FCP/HDL-C ratio (FHR) quartiles. Multiple linear regression assessed the association between FHR and NAFLD. A generalized additive model (GAM) tested for nonlinearity. Subgroup analyses evaluated result robustness. The area under the curve (AUC) evaluated the performance of the FHR model for NAFLD occurrence.
Results: After adjusting for relevant variables, FHR was positively correlated with NAFLD (OR = 1.30, 95% CI (1.15, 1.48)). FHR demonstrated a nonlinear association with NAFLD, characterized by a threshold value of 1.23. The effect sizes and confidence intervals on the left and right sides of the inflection point were 3.07 (1.51, 6.24) and 1.20 (1.05, 1.37), respectively. Subgroup analysis showed a stronger correlation could be detected in patients with systolic blood pressure (SBP) <140 mmHg, alanine transaminase (ALT) > 40U/L, fasting blood glucose (FBG) ⩽7 mmol/L, urinary albumin to creatinine ratio (UACR) ⩽30mg/g, triglyceride (TG) ⩽1.7 mmol/L and the patients with drinking history. The FHR ratio model exhibited better discriminative ability in NAFLD (AUC = 0.697) compared to individual FCP (AUC = 0.649) or HDL-C (AUC = 0.635) alone.
Conclusion: The association between FHR and NAFLD was nonlinear, with a positive relationship observed when FHR exceeded the threshold of 1.23.
{"title":"Association of Fasting C-Peptide to High Density Lipoprotein Cholesterol Ratio with Non-Alcoholic Fatty Liver Disease in Chinese Type 2 Diabetes Mellitus Patients: A Cross-Sectional Study.","authors":"Qian Liang, Haofei Hu, Xuan Chen, Shufen Yang, Ying Zhang, Yan Wu, Xinyu Wang, Hong Chen","doi":"10.2147/DMSO.S556539","DOIUrl":"10.2147/DMSO.S556539","url":null,"abstract":"<p><strong>Objective: </strong>To investigate fasting C-peptide to high-density lipoprotein cholesterol ratio (FHR) as a predictor for non-alcoholic fatty liver disease (NAFLD) in Chinese adults with type 2 diabetes mellitus (T2DM).</p><p><strong>Methods: </strong>This study enrolled 718 participants with T2DM from Shenzhen People's Hospital, China. Participants were stratified by FCP/HDL-C ratio (FHR) quartiles. Multiple linear regression assessed the association between FHR and NAFLD. A generalized additive model (GAM) tested for nonlinearity. Subgroup analyses evaluated result robustness. The area under the curve (AUC) evaluated the performance of the FHR model for NAFLD occurrence.</p><p><strong>Results: </strong>After adjusting for relevant variables, FHR was positively correlated with NAFLD (OR = 1.30, 95% CI (1.15, 1.48)). FHR demonstrated a nonlinear association with NAFLD, characterized by a threshold value of 1.23. The effect sizes and confidence intervals on the left and right sides of the inflection point were 3.07 (1.51, 6.24) and 1.20 (1.05, 1.37), respectively. Subgroup analysis showed a stronger correlation could be detected in patients with systolic blood pressure (SBP) <140 mmHg, alanine transaminase (ALT) > 40U/L, fasting blood glucose (FBG) ⩽7 mmol/L, urinary albumin to creatinine ratio (UACR) ⩽30mg/g, triglyceride (TG) ⩽1.7 mmol/L and the patients with drinking history. The FHR ratio model exhibited better discriminative ability in NAFLD (AUC = 0.697) compared to individual FCP (AUC = 0.649) or HDL-C (AUC = 0.635) alone.</p><p><strong>Conclusion: </strong>The association between FHR and NAFLD was nonlinear, with a positive relationship observed when FHR exceeded the threshold of 1.23.</p>","PeriodicalId":11116,"journal":{"name":"Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy","volume":"18 ","pages":"4507-4522"},"PeriodicalIF":3.0,"publicationDate":"2025-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12704183/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145767169","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: The association between Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) and the development of new carotid plaque in young adults requires further evidence from prospective studies.
Methods: In this study, young adults underwent abdominal and a carotid ultrasounds measurement were included. The carotid plaque progression was assessed in 2 years after baseline. MASLD is defined according to the liver ultrasound findings and self-reported alcohol consumption. Stepped adjusting multivariable logistic regression were employed to analyze the association between MASLD and the outcome. Subgroup analysis was conducted among sex and different amount of metabolic risk factors.
Results: A total of 36.54% (2411/6598) of all participants had MASLD at baseline. Among them, 626 (9.49%) participants were found new onset of carotid plaque in two years. Subjects who had progression of plaque had higher proportion of MASLD (53.99% vs 34.71%, SMD=0.396). Statistically significant positive associations were observed in unadjusted logistic regression models in overall or each sex, respectively. After fully adjustment, the association was only significant among female (OR:2.19, 95% CI: 1.28-3.72) and those had no metabolic risk factor (OR:1.67,95% CI:1.01-2.76). No significant associations were identified in all male subgroups, whereas the associations were still existing among female subgroups.
Conclusion: MASLD was found to be a risk factor of progression of carotid plaque among females and those who had not suffered from metabolic risk factor. Prevention should be focused on young adults who have MASLD at physical examination to reduce their risk of future atherosclerosis.
背景:代谢功能障碍相关脂肪变性肝病(MASLD)与年轻成人新颈动脉斑块的发展之间的关联需要进一步的前瞻性研究证据。方法:在这项研究中,年轻人接受了腹部和颈动脉超声测量。基线后2年评估颈动脉斑块进展情况。MASLD是根据肝脏超声检查结果和自我报告的酒精摄入量来定义的。采用分步调整多变量logistic回归分析MASLD与预后的关系。对性别和不同数量的代谢危险因素进行亚组分析。结果:基线时共有36.54%(2411/6598)的参与者患有MASLD。其中,两年内发现颈动脉斑块新发626例(9.49%)。斑块进展的受试者MASLD比例较高(53.99% vs 34.71%, SMD=0.396)。在未调整的逻辑回归模型中,总体或各性别分别观察到统计学上显著的正相关。在完全调整后,只有女性(OR:2.19, 95% CI: 1.28-3.72)和没有代谢危险因素的女性(OR:1.67,95% CI:1.01-2.76)存在显著相关性。在所有男性亚组中没有发现显著的关联,而在女性亚组中仍然存在关联。结论:MASLD是女性及未患代谢危险因素者颈动脉斑块进展的危险因素。预防应集中在体格检查中有MASLD的年轻人,以降低他们未来动脉粥样硬化的风险。
{"title":"Association Between Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) and Short-Term Progression of Carotid Atherosclerosis Among Early Middle Age Adults.","authors":"Wenjing Xiao, Xinghe Sun, Hui Lv, Xiaohui Liu, Jihong Zhu","doi":"10.2147/DMSO.S571705","DOIUrl":"10.2147/DMSO.S571705","url":null,"abstract":"<p><strong>Background: </strong>The association between Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) and the development of new carotid plaque in young adults requires further evidence from prospective studies.</p><p><strong>Methods: </strong> In this study, young adults underwent abdominal and a carotid ultrasounds measurement were included. The carotid plaque progression was assessed in 2 years after baseline. MASLD is defined according to the liver ultrasound findings and self-reported alcohol consumption. Stepped adjusting multivariable logistic regression were employed to analyze the association between MASLD and the outcome. Subgroup analysis was conducted among sex and different amount of metabolic risk factors.</p><p><strong>Results: </strong>A total of 36.54% (2411/6598) of all participants had MASLD at baseline. Among them, 626 (9.49%) participants were found new onset of carotid plaque in two years. Subjects who had progression of plaque had higher proportion of MASLD (53.99% vs 34.71%, SMD=0.396). Statistically significant positive associations were observed in unadjusted logistic regression models in overall or each sex, respectively. After fully adjustment, the association was only significant among female (OR:2.19, 95% CI: 1.28-3.72) and those had no metabolic risk factor (OR:1.67,95% CI:1.01-2.76). No significant associations were identified in all male subgroups, whereas the associations were still existing among female subgroups.</p><p><strong>Conclusion: </strong>MASLD was found to be a risk factor of progression of carotid plaque among females and those who had not suffered from metabolic risk factor. Prevention should be focused on young adults who have MASLD at physical examination to reduce their risk of future atherosclerosis.</p>","PeriodicalId":11116,"journal":{"name":"Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy","volume":"18 ","pages":"4535-4546"},"PeriodicalIF":3.0,"publicationDate":"2025-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12704170/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145767055","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}