Pub Date : 2025-02-18DOI: 10.1136/bmjdrc-2024-004396
Maria C Spagnuolo, Pascal Gottmann, Jana Sommer, Sandra Olivia Borgmann, Klaus Strassburger, Wolfgang Rathmann, Oana Patricia Zaharia, Sandra Trenkamp, Robert Wagner, Andrea Icks, Christian Herder, Michael Roden, Haifa Maalmi
Depression is associated with diabetes, but the underlying causes remain unclear. To better understand depression in diabetes, this study investigated associations between 135 inflammatory and neurological protein biomarkers and depressive symptoms in individuals with diabetes.This cross-sectional study included 430 adults with a known diabetes duration <1 year from the German Diabetes Study (GDS), in whom biomarkers were measured in serum and depressive symptoms were evaluated at baseline and annually over 5 years using the Center for Epidemiological Studies Depression Scale (CES-D). Based on the information on depressive symptoms from the baseline and follow-up visits (n=305, ≥3 time points), we subdivided the sample into individuals with persistent or recurrent and transient or never depressive symptoms. We assessed the associations of each biomarker with baseline CES-D score (continuous) and persistent/recurrent depressive symptoms using multiple linear and logistic regression models, respectively.After adjustment for covariates, we identified a three-protein signature associated with baseline CES-D score and persistent/recurrent depressive symptoms. CUB domain-containing protein 1 (CDCP1) and NAD-dependent protein deacetylase sirtuin-2 (SIRT2) were positively associated with baseline (β 1.24 (95% CI 0.19 to 2.29); β 0.89 (95% CI 0.06 to 1.72)), respectively) and persistent/recurrent depressive symptoms (OR 1.58 (95% CI 1.08 to 2.31); OR 1.32 (95% CI 1.03 to 1.71), respectively), whereas leptin receptor (LEPR) was inversely associated with baseline (β -0.99 (95% CI -1.87 to -0.11)) and persistent/recurrent depressive symptoms (OR 0.70 (95% CI 0.49 to 0.99)). However, results were not significant after adjustment for multiple testing.In conclusion, the three-protein signature identified may provide insights into mechanisms underlying depressive symptoms in diabetes and might open new therapeutic avenues.The trial registration number of the study is NCT01055093.
{"title":"Three-protein signature is associated with baseline and persistently elevated or recurrent depressive symptoms in individuals with recent-onset diabetes.","authors":"Maria C Spagnuolo, Pascal Gottmann, Jana Sommer, Sandra Olivia Borgmann, Klaus Strassburger, Wolfgang Rathmann, Oana Patricia Zaharia, Sandra Trenkamp, Robert Wagner, Andrea Icks, Christian Herder, Michael Roden, Haifa Maalmi","doi":"10.1136/bmjdrc-2024-004396","DOIUrl":"10.1136/bmjdrc-2024-004396","url":null,"abstract":"<p><p>Depression is associated with diabetes, but the underlying causes remain unclear. To better understand depression in diabetes, this study investigated associations between 135 inflammatory and neurological protein biomarkers and depressive symptoms in individuals with diabetes.This cross-sectional study included 430 adults with a known diabetes duration <1 year from the German Diabetes Study (GDS), in whom biomarkers were measured in serum and depressive symptoms were evaluated at baseline and annually over 5 years using the Center for Epidemiological Studies Depression Scale (CES-D). Based on the information on depressive symptoms from the baseline and follow-up visits (n=305, ≥3 time points), we subdivided the sample into individuals with persistent or recurrent and transient or never depressive symptoms. We assessed the associations of each biomarker with baseline CES-D score (continuous) and persistent/recurrent depressive symptoms using multiple linear and logistic regression models, respectively.After adjustment for covariates, we identified a three-protein signature associated with baseline CES-D score and persistent/recurrent depressive symptoms. CUB domain-containing protein 1 (CDCP1) and NAD-dependent protein deacetylase sirtuin-2 (SIRT2) were positively associated with baseline (β 1.24 (95% CI 0.19 to 2.29); β 0.89 (95% CI 0.06 to 1.72)), respectively) and persistent/recurrent depressive symptoms (OR 1.58 (95% CI 1.08 to 2.31); OR 1.32 (95% CI 1.03 to 1.71), respectively), whereas leptin receptor (LEPR) was inversely associated with baseline (β -0.99 (95% CI -1.87 to -0.11)) and persistent/recurrent depressive symptoms (OR 0.70 (95% CI 0.49 to 0.99)). However, results were not significant after adjustment for multiple testing.In conclusion, the three-protein signature identified may provide insights into mechanisms underlying depressive symptoms in diabetes and might open new therapeutic avenues.The trial registration number of the study is NCT01055093.</p>","PeriodicalId":9151,"journal":{"name":"BMJ Open Diabetes Research & Care","volume":"13 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11836832/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143448147","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-16DOI: 10.1136/bmjdrc-2024-004505
Aida Simeunovic, Cathrine Brunborg, Martin Heier, Tore Julsrud Berg, Knut Dahl-Jorgensen, Hanna Dis Margeirsdottir
Introduction: The risk of cardiovascular disease is increased in individuals with type 1 diabetes, despite good glycemic control. This study aims to evaluate early signs of atherosclerosis and predisposing factors in individuals with childhood-onset type 1 diabetes compared with healthy controls.
Research design and methods: The Atherosclerosis and Childhood Diabetes study is a prospective population-based cohort study with follow-up every fifth year. The cohort consists of 329 subjects with type 1 diabetes and 173 controls. Carotid intima-media thickness (cIMT) was measured at baseline and 5 and 10 years of follow-up. Data from the Norwegian Childhood Diabetes Registry were used in assessment of traditional risk factors.
Results: Mean cIMT in young women with type 1 diabetes increased significantly over a 10-year period compared with healthy controls (∆0.019 mm (0.001-0.035), p=0.035). At the 10-year follow-up the group with type 1 diabetes had a mean age of 24.2±2.9 years (13.7±2.8 years at baseline), diabetes duration of 15.6±3.4 years (5.4±3.3 years at baseline) and HbA1c of 8.2±3.6% (66±16 mmol/mol) (8.4±3.4% (68±13 mmol/mol) at baseline). Women with type 1 diabetes had significantly higher mean weight, body mass index, waist circumference, diastolic blood pressure (DBP), serum low-density lipoprotein (LDL)-cholesterol and apolipoprotein B, while men with type 1 diabetes had significantly higher mean DBP and urinary albumin-creatinine ratio compared with the control group. Mean cIMT change over time was not associated with long-term HbA1c or LDL-cholesterol burden in childhood and adolescence.
Conclusion: Young women with childhood-onset type 1 diabetes of relatively short diabetes duration had a higher mean cIMT over a 10-year period compared with their healthy female controls, with values similar to males.
导论:1型糖尿病患者的心血管疾病风险增加,尽管血糖控制良好。本研究旨在评估儿童期发病的1型糖尿病患者与健康对照者的动脉粥样硬化早期症状和易感因素。研究设计和方法:动脉粥样硬化与儿童糖尿病研究是一项基于人群的前瞻性队列研究,每五年随访一次。该队列包括329名1型糖尿病患者和173名对照组。在基线和5年和10年随访时测量颈动脉内膜-中膜厚度(cIMT)。来自挪威儿童糖尿病登记处的数据被用于评估传统的危险因素。结果:与健康对照组相比,年轻1型糖尿病女性患者的平均cIMT在10年期间显著增加(∆0.019 mm (0.001-0.035), p=0.035)。在10年的随访中,1型糖尿病组的平均年龄为24.2±2.9岁(基线为13.7±2.8岁),糖尿病病程为15.6±3.4年(基线为5.4±3.3年),HbA1c为8.2±3.6%(66±16 mmol/mol)(基线为8.4±3.4%(68±13 mmol/mol))。1型糖尿病女性患者的平均体重、体重指数、腰围、舒张压(DBP)、血清低密度脂蛋白(LDL)-胆固醇和载脂蛋白B显著高于对照组,而1型糖尿病男性患者的平均DBP和尿白蛋白-肌酐比显著高于对照组。平均cIMT随时间的变化与儿童期和青春期长期HbA1c或ldl -胆固醇负担无关。结论:与健康女性对照组相比,儿童期发病的1型糖尿病病程相对较短的年轻女性在10年期间的平均cIMT较高,其值与男性相似。
{"title":"Early increase in carotid intima-media thickness in women with childhood-onset type 1 diabetes compared with healthy peers: the Norwegian Atherosclerosis and Childhood Diabetes study.","authors":"Aida Simeunovic, Cathrine Brunborg, Martin Heier, Tore Julsrud Berg, Knut Dahl-Jorgensen, Hanna Dis Margeirsdottir","doi":"10.1136/bmjdrc-2024-004505","DOIUrl":"10.1136/bmjdrc-2024-004505","url":null,"abstract":"<p><strong>Introduction: </strong>The risk of cardiovascular disease is increased in individuals with type 1 diabetes, despite good glycemic control. This study aims to evaluate early signs of atherosclerosis and predisposing factors in individuals with childhood-onset type 1 diabetes compared with healthy controls.</p><p><strong>Research design and methods: </strong>The Atherosclerosis and Childhood Diabetes study is a prospective population-based cohort study with follow-up every fifth year. The cohort consists of 329 subjects with type 1 diabetes and 173 controls. Carotid intima-media thickness (cIMT) was measured at baseline and 5 and 10 years of follow-up. Data from the Norwegian Childhood Diabetes Registry were used in assessment of traditional risk factors.</p><p><strong>Results: </strong>Mean cIMT in young women with type 1 diabetes increased significantly over a 10-year period compared with healthy controls (∆0.019 mm (0.001-0.035), p=0.035). At the 10-year follow-up the group with type 1 diabetes had a mean age of 24.2±2.9 years (13.7±2.8 years at baseline), diabetes duration of 15.6±3.4 years (5.4±3.3 years at baseline) and HbA1c of 8.2±3.6% (66±16 mmol/mol) (8.4±3.4% (68±13 mmol/mol) at baseline). Women with type 1 diabetes had significantly higher mean weight, body mass index, waist circumference, diastolic blood pressure (DBP), serum low-density lipoprotein (LDL)-cholesterol and apolipoprotein B, while men with type 1 diabetes had significantly higher mean DBP and urinary albumin-creatinine ratio compared with the control group. Mean cIMT change over time was not associated with long-term HbA1c or LDL-cholesterol burden in childhood and adolescence.</p><p><strong>Conclusion: </strong>Young women with childhood-onset type 1 diabetes of relatively short diabetes duration had a higher mean cIMT over a 10-year period compared with their healthy female controls, with values similar to males.</p>","PeriodicalId":9151,"journal":{"name":"BMJ Open Diabetes Research & Care","volume":"13 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11831298/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143432661","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-02-04DOI: 10.1136/bmjdrc-2024-004536
Samuel Soff, Yun Jae Yoo, Carolyn Bramante, Jane E B Reusch, Jared Davis Huling, Margaret A Hall, Daniel Brannock, Til Sturmer, Zachary Butzin-Dozier, Rachel Wong, Richard Moffitt
Introduction: Elevated glycosylated hemoglobin (HbA1c) in individuals with type 2 diabetes is associated with increased risk of hospitalization and death after acute COVID-19, however the effect of HbA1c on Long COVID is unclear.
Objective: Evaluate the association of glycemic control with the development of Long COVID in patients with type 2 diabetes (T2D).
Research design and methods: We conducted a retrospective cohort study using electronic health record data from the National COVID Cohort Collaborative. Our cohort included individuals with T2D from eight sites with longitudinal natural language processing (NLP) data. The primary outcome was death or new-onset recurrent Long COVID symptoms within 30-180 days after COVID-19. Symptoms were identified as keywords from clinical notes using NLP in respiratory, brain fog, fatigue, loss of smell/taste, cough, cardiovascular and musculoskeletal symptom categories. Logistic regression was used to evaluate the risk of Long COVID by HbA1c range, adjusting for demographics, body mass index, comorbidities, and diabetes medication. A COVID-negative group was used as a control.
Results: Among 7430 COVID-positive patients, 1491 (20.1%) developed symptomatic Long COVID, and 380 (5.1%) died. The primary outcome of death or Long COVID was increased in patients with HbA1c 8% to <10% (OR 1.20, 95% CI 1.02 to 1.41) and ≥10% (OR 1.40, 95% CI 1.14 to 1.72) compared with those with HbA1c 6.5% to <8%. This association was not seen in the COVID-negative group. Higher HbA1c levels were associated with increased risk of Long COVID symptoms, especially respiratory and brain fog. There was no association between HbA1c levels and risk of death within 30-180 days following COVID-19. NLP identified more patients with Long COVID symptoms compared with diagnosis codes.
Conclusion: Poor glycemic control (HbA1c≥8%) in people with T2D was associated with higher risk of Long COVID symptoms 30-180 days following COVID-19. Notably, this risk increased as HbA1c levels rose. However, this association was not observed in patients with T2D without a history of COVID-19. An NLP-based definition of Long COVID identified more patients than diagnosis codes and should be considered in future studies.
{"title":"Association of glycemic control with Long COVID in patients with type 2 diabetes: findings from the National COVID Cohort Collaborative (N3C).","authors":"Samuel Soff, Yun Jae Yoo, Carolyn Bramante, Jane E B Reusch, Jared Davis Huling, Margaret A Hall, Daniel Brannock, Til Sturmer, Zachary Butzin-Dozier, Rachel Wong, Richard Moffitt","doi":"10.1136/bmjdrc-2024-004536","DOIUrl":"10.1136/bmjdrc-2024-004536","url":null,"abstract":"<p><strong>Introduction: </strong>Elevated glycosylated hemoglobin (HbA1c) in individuals with type 2 diabetes is associated with increased risk of hospitalization and death after acute COVID-19, however the effect of HbA1c on Long COVID is unclear.</p><p><strong>Objective: </strong>Evaluate the association of glycemic control with the development of Long COVID in patients with type 2 diabetes (T2D).</p><p><strong>Research design and methods: </strong>We conducted a retrospective cohort study using electronic health record data from the National COVID Cohort Collaborative. Our cohort included individuals with T2D from eight sites with longitudinal natural language processing (NLP) data. The primary outcome was death or new-onset recurrent Long COVID symptoms within 30-180 days after COVID-19. Symptoms were identified as keywords from clinical notes using NLP in respiratory, brain fog, fatigue, loss of smell/taste, cough, cardiovascular and musculoskeletal symptom categories. Logistic regression was used to evaluate the risk of Long COVID by HbA1c range, adjusting for demographics, body mass index, comorbidities, and diabetes medication. A COVID-negative group was used as a control.</p><p><strong>Results: </strong>Among 7430 COVID-positive patients, 1491 (20.1%) developed symptomatic Long COVID, and 380 (5.1%) died. The primary outcome of death or Long COVID was increased in patients with HbA1c 8% to <10% (OR 1.20, 95% CI 1.02 to 1.41) and ≥10% (OR 1.40, 95% CI 1.14 to 1.72) compared with those with HbA1c 6.5% to <8%. This association was not seen in the COVID-negative group. Higher HbA1c levels were associated with increased risk of Long COVID symptoms, especially respiratory and brain fog. There was no association between HbA1c levels and risk of death within 30-180 days following COVID-19. NLP identified more patients with Long COVID symptoms compared with diagnosis codes.</p><p><strong>Conclusion: </strong>Poor glycemic control (HbA1c≥8%) in people with T2D was associated with higher risk of Long COVID symptoms 30-180 days following COVID-19. Notably, this risk increased as HbA1c levels rose. However, this association was not observed in patients with T2D without a history of COVID-19. An NLP-based definition of Long COVID identified more patients than diagnosis codes and should be considered in future studies.</p>","PeriodicalId":9151,"journal":{"name":"BMJ Open Diabetes Research & Care","volume":"13 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11795369/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143188364","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-30DOI: 10.1136/bmjdrc-2020-001821.ret
{"title":"Retraction: Circulating long non-coding RNAs NKILA, NEAT1, MALAT1, and MIAT expression and their association in type 2 diabetes mellitus.","authors":"","doi":"10.1136/bmjdrc-2020-001821.ret","DOIUrl":"10.1136/bmjdrc-2020-001821.ret","url":null,"abstract":"","PeriodicalId":9151,"journal":{"name":"BMJ Open Diabetes Research & Care","volume":"13 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11828086/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143063767","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-25DOI: 10.1136/bmjdrc-2024-004369
John Stuart Pemberton, Zhide Fang, Stuart A Chalew, Suma Uday
Introduction: The UK national pediatric diabetes audit reports higher HbA1c for children and young people (CYP) with type 1 diabetes (T1D) of Black ethnicity compared with White counterparts. This is presumably related to higher mean blood glucose (MBG) due to lower socioeconomic status (SES) and less access to technology. We aimed to determine if HbA1c ethnic disparity persists after accounting for the above variables.
Research design and methods: A retrospective analysis of participants who received structured education in continuous glucose monitoring (CGM) use was conducted at a tertiary center. HbA1c was paired with glucose metrics from 90-day CGM data. The influence of ethnicity, SES determined by Index of Multiple Deprivation (IMD), MBG and other covariates on HbA1c was evaluated using multiple variable regression analysis. Occurrence of hypoglycemia was evaluated.
Results: A total of 168 (79 White, 61 South Asian, 28 Black) CYP with T1D were included. There were no differences between groups for age, MBG, time in range (3.9-10.0 mmol/L), diabetes duration, gender, insulin delivery method (multiple daily injections vs continuous subcutaneous insulin infusion), or percent sensor use (PSU). In multiple variable analysis, MBG (p<0.0001), ethnicity (p<0.0001), age (p<0.001), duration of diabetes (p<0.01) and PSU (p<0.05) accounted for 81% of the variability in HbA1c. Adjusted HbA1c in the Black group (67 mmol/mol) was higher than both South Asian (63 mmol/mol) and White groups (62 mmol/mol) (p<0.001). Despite significant IMD differences between groups, it did not influence HbA1c. Multiple variable analysis showed that the Black group experienced more hypoglycemia than South Asian and White groups (<3.9 and <3.0 mmol/L, p<0.05).
Conclusions: CYP from Black ethnic backgrounds have a higher HbA1c compared with their South Asian and White counterparts which is clinically significant and independent of MBG, potentially contributing to increased complications risk. Additionally, the Black group experienced a higher incidence of hypoglycemia, possibly due to a treat-to-HbA1c target approach.
导读:英国国家儿科糖尿病审计报告称,黑人儿童和青少年(CYP) 1型糖尿病(T1D)患者的HbA1c高于白人。这可能与较低的社会经济地位(SES)和较少获得技术所导致的较高的平均血糖(MBG)有关。我们的目的是确定在考虑上述变量后,HbA1c的种族差异是否仍然存在。研究设计和方法:对在三级中心接受过连续血糖监测(CGM)使用结构化教育的参与者进行回顾性分析。HbA1c与来自90天CGM数据的葡萄糖指标配对。采用多变量回归分析评估种族、多重剥夺指数(Index of Multiple Deprivation, IMD)测定的SES、MBG等协变量对HbA1c的影响。评估低血糖的发生情况。结果:共纳入168例合并T1D的CYP,其中白人79例,南亚人61例,黑人28例。在年龄、MBG、持续时间(3.9-10.0 mmol/L)、糖尿病病程、性别、胰岛素给药方式(每日多次注射vs连续皮下注射)或传感器使用百分比(PSU)方面,组间无差异。结论:与南亚和白人相比,黑人背景的CYP的HbA1c较高,这在临床上具有显著意义,且与MBG无关,可能导致并发症风险增加。此外,Black组的低血糖发生率更高,可能是由于治疗的hba1c目标方法。
{"title":"Ethnic disparities in HbA1c and hypoglycemia among youth with type 1 diabetes: beyond access to technology, social deprivation and mean blood glucose.","authors":"John Stuart Pemberton, Zhide Fang, Stuart A Chalew, Suma Uday","doi":"10.1136/bmjdrc-2024-004369","DOIUrl":"10.1136/bmjdrc-2024-004369","url":null,"abstract":"<p><strong>Introduction: </strong>The UK national pediatric diabetes audit reports higher HbA1c for children and young people (CYP) with type 1 diabetes (T1D) of Black ethnicity compared with White counterparts. This is presumably related to higher mean blood glucose (MBG) due to lower socioeconomic status (SES) and less access to technology. We aimed to determine if HbA1c ethnic disparity persists after accounting for the above variables.</p><p><strong>Research design and methods: </strong>A retrospective analysis of participants who received structured education in continuous glucose monitoring (CGM) use was conducted at a tertiary center. HbA1c was paired with glucose metrics from 90-day CGM data. The influence of ethnicity, SES determined by Index of Multiple Deprivation (IMD), MBG and other covariates on HbA1c was evaluated using multiple variable regression analysis. Occurrence of hypoglycemia was evaluated.</p><p><strong>Results: </strong>A total of 168 (79 White, 61 South Asian, 28 Black) CYP with T1D were included. There were no differences between groups for age, MBG, time in range (3.9-10.0 mmol/L), diabetes duration, gender, insulin delivery method (multiple daily injections vs continuous subcutaneous insulin infusion), or percent sensor use (PSU). In multiple variable analysis, MBG (p<0.0001), ethnicity (p<0.0001), age (p<0.001), duration of diabetes (p<0.01) and PSU (p<0.05) accounted for 81% of the variability in HbA1c. Adjusted HbA1c in the Black group (67 mmol/mol) was higher than both South Asian (63 mmol/mol) and White groups (62 mmol/mol) (p<0.001). Despite significant IMD differences between groups, it did not influence HbA1c. Multiple variable analysis showed that the Black group experienced more hypoglycemia than South Asian and White groups (<3.9 and <3.0 mmol/L, p<0.05).</p><p><strong>Conclusions: </strong>CYP from Black ethnic backgrounds have a higher HbA1c compared with their South Asian and White counterparts which is clinically significant and independent of MBG, potentially contributing to increased complications risk. Additionally, the Black group experienced a higher incidence of hypoglycemia, possibly due to a treat-to-HbA1c target approach.</p>","PeriodicalId":9151,"journal":{"name":"BMJ Open Diabetes Research & Care","volume":"13 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11784428/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143036972","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-21DOI: 10.1136/bmjdrc-2024-004541
Zarin Abdullah, Ying Cui, Robert W Platt, Christel Renoux, Laurent Azoulay, Chenjie Xia, Oriana Hoi Yun Yu
Objectives: To assess the association between sodium-glucose co-transporter-2 inhibitor (SGLT-2i) use and the risk of incident dementia compared with dipeptidyl peptidase-4 inhibitors (DPP-4i) use among individuals with type 2 diabetes.
Design: A population-based retrospective cohort study.
Setting: The Clinical Practice Research Datalink (CPRD) Aurum database from the UK.
Participants: Individuals with type 2 diabetes, aged 40 years or older, newly prescribed SGLT-2i or DPP-4i on or after 2013-2021, registered in the CPRD Aurum database.
Main outcome measure: The primary outcome was incident dementia, and the secondary outcome was incident mild cognitive impairment (MCI). Cox proportional hazard models were used to estimate the HR and corresponding 95% CI for the primary and secondary outcomes. Propensity score fine stratification weights were used to adjust for confounding.
Results: Among a cohort of 118 006 individuals, the incident rate (IR) of dementia was 0.56/1000 person-years over a median follow-up period of 1.54 years among SGLT-2i users compared with 2.67/1000 person-years in DPP-4i users, over a median follow-up period of 1.79 years. The adjusted HR for SGLT-2i use compared with DPP-4i use for dementia was 0.78 (95% CI 0.55 to 1.12), while for MCI was 0.86 (95% CI 0.80 to 0.92). The age-specific stratified analysis demonstrated the adjusted HR for SGLT-2i use compared with DPP-4i use for the risk of incident dementia among elderly, aged ≥65 years, was 0.50 (95% CI 0.31 to 0.80).
Conclusion: Primary findings did not yield conclusive evidence to infer an association between SGLT-2i use and the risk of incident dementia.
目的:评估在2型糖尿病患者中,与使用二肽基肽酶-4抑制剂(DPP-4i)相比,使用钠-葡萄糖共转运蛋白-2抑制剂(SGLT-2i)与痴呆发生风险之间的关系。设计:以人群为基础的回顾性队列研究。背景:英国临床实践研究数据链(CPRD) Aurum数据库。参与者:患有2型糖尿病的个体,年龄在40岁或以上,2013-2021年或之后新开SGLT-2i或DPP-4i,在CPRD Aurum数据库中注册。主要结局指标:主要结局为痴呆的发生,次要结局为轻度认知障碍(MCI)的发生。Cox比例风险模型用于估计主要和次要结局的HR和相应的95% CI。倾向评分精细分层权重用于校正混杂。结果:在11806人的队列中,SGLT-2i使用者的痴呆发病率(IR)为0.56/1000人年,中位随访期为1.54年,而DPP-4i使用者的IR为2.67/1000人年,中位随访期为1.79年。与使用DPP-4i治疗痴呆相比,使用SGLT-2i的调整风险比为0.78 (95% CI 0.55至1.12),而使用MCI的调整风险比为0.86 (95% CI 0.80至0.92)。年龄特异性分层分析显示,在≥65岁的老年人中,使用SGLT-2i与使用DPP-4i发生痴呆风险的校正HR为0.50 (95% CI 0.31 - 0.80)。结论:初步研究结果并没有提供确凿的证据来推断SGLT-2i的使用与痴呆发生风险之间的关联。
{"title":"Association between use of sodium-glucose co-transporter-2 inhibitor and the risk of incident dementia: a population-based cohort study.","authors":"Zarin Abdullah, Ying Cui, Robert W Platt, Christel Renoux, Laurent Azoulay, Chenjie Xia, Oriana Hoi Yun Yu","doi":"10.1136/bmjdrc-2024-004541","DOIUrl":"10.1136/bmjdrc-2024-004541","url":null,"abstract":"<p><strong>Objectives: </strong>To assess the association between sodium-glucose co-transporter-2 inhibitor (SGLT-2i) use and the risk of incident dementia compared with dipeptidyl peptidase-4 inhibitors (DPP-4i) use among individuals with type 2 diabetes.</p><p><strong>Design: </strong>A population-based retrospective cohort study.</p><p><strong>Setting: </strong>The Clinical Practice Research Datalink (CPRD) Aurum database from the UK.</p><p><strong>Participants: </strong>Individuals with type 2 diabetes, aged 40 years or older, newly prescribed SGLT-2i or DPP-4i on or after 2013-2021, registered in the CPRD Aurum database.</p><p><strong>Main outcome measure: </strong>The primary outcome was incident dementia, and the secondary outcome was incident mild cognitive impairment (MCI). Cox proportional hazard models were used to estimate the HR and corresponding 95% CI for the primary and secondary outcomes. Propensity score fine stratification weights were used to adjust for confounding.</p><p><strong>Results: </strong>Among a cohort of 118 006 individuals, the incident rate (IR) of dementia was 0.56/1000 person-years over a median follow-up period of 1.54 years among SGLT-2i users compared with 2.67/1000 person-years in DPP-4i users, over a median follow-up period of 1.79 years. The adjusted HR for SGLT-2i use compared with DPP-4i use for dementia was 0.78 (95% CI 0.55 to 1.12), while for MCI was 0.86 (95% CI 0.80 to 0.92). The age-specific stratified analysis demonstrated the adjusted HR for SGLT-2i use compared with DPP-4i use for the risk of incident dementia among elderly, aged ≥65 years, was 0.50 (95% CI 0.31 to 0.80).</p><p><strong>Conclusion: </strong>Primary findings did not yield conclusive evidence to infer an association between SGLT-2i use and the risk of incident dementia.</p>","PeriodicalId":9151,"journal":{"name":"BMJ Open Diabetes Research & Care","volume":"13 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11751778/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143022053","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Introduction: Type 2 diabetes (T2D) is a chronic condition characterized by high levels of blood glucose resulting from the inefficiency of insulin. This study aims to explore the mechanism of TGFB-induced factor homeobox 1 (TGIF1) in the glycolipid metabolism of mice with T2D.
Research design and methods: Mice with T2D were induced by high-fat diet and low-dose streptozotocin (STZ) injection. After TGIF1 was overexpressed in mice with T2D, the weight was monitored. The levels of fasting plasma glucose, fasting serum insulin, triglycerides, total cholesterol, low-density lipoprotein cholesterol, and high-density lipoprotein cholesterol were measured. Staining assays were performed to observe liver tissue pathology and lipid accumulation. Liver function and oxidative stress were measured. Palmitic acid (PA)-induced primary hepatocytes were used to establish cell models. After TGIF1 was overexpressed in the cells, cell viability, cellular glucose uptake and consumption, and intracellular glycogen content were detected. The expression of TGIF1, miR-106b-5p, and early growth response 2 (EGR2) was detected and their binding relationships were analyzed. Combined experiments were conducted to validate the mechanism.
Results: TGIF1 was downregulated in mice with T2D. TGIF1 overexpression reduced hyperglycemia and hyperlipidemia, improved insulin resistance, increased liver glycogen content, and attenuated lipid accumulation and glycolipid metabolism disorders in mice with T2D. TGIF1 was enriched on the miR-106b-5p promoter and promoted miR-106b-5p expression. miR-106b-5p inhibited EGR2 expression. miR-106b-5p inhibition or EGR2 overexpression partially reversed the alleviative effect of TGIF1 overexpression on glycolipid metabolism disorders.
Conclusion: TGIF1 reduces glycolipid metabolism disorders in mice with T2D through the miR-106b-5p/EGR2 axis.
{"title":"Mechanism of TGIF1 on glycolipid metabolism disorders in mice with type 2 diabetes.","authors":"Fuyan Bai, Liping Zheng, Li Tao, Shikai Wang, Yuchen Li, Lijun Hou","doi":"10.1136/bmjdrc-2024-004509","DOIUrl":"10.1136/bmjdrc-2024-004509","url":null,"abstract":"<p><strong>Introduction: </strong>Type 2 diabetes (T2D) is a chronic condition characterized by high levels of blood glucose resulting from the inefficiency of insulin. This study aims to explore the mechanism of TGFB-induced factor homeobox 1 (TGIF1) in the glycolipid metabolism of mice with T2D.</p><p><strong>Research design and methods: </strong>Mice with T2D were induced by high-fat diet and low-dose streptozotocin (STZ) injection. After TGIF1 was overexpressed in mice with T2D, the weight was monitored. The levels of fasting plasma glucose, fasting serum insulin, triglycerides, total cholesterol, low-density lipoprotein cholesterol, and high-density lipoprotein cholesterol were measured. Staining assays were performed to observe liver tissue pathology and lipid accumulation. Liver function and oxidative stress were measured. Palmitic acid (PA)-induced primary hepatocytes were used to establish cell models. After TGIF1 was overexpressed in the cells, cell viability, cellular glucose uptake and consumption, and intracellular glycogen content were detected. The expression of TGIF1, miR-106b-5p, and early growth response 2 (EGR2) was detected and their binding relationships were analyzed. Combined experiments were conducted to validate the mechanism.</p><p><strong>Results: </strong>TGIF1 was downregulated in mice with T2D. TGIF1 overexpression reduced hyperglycemia and hyperlipidemia, improved insulin resistance, increased liver glycogen content, and attenuated lipid accumulation and glycolipid metabolism disorders in mice with T2D. TGIF1 was enriched on the miR-106b-5p promoter and promoted miR-106b-5p expression. miR-106b-5p inhibited EGR2 expression. miR-106b-5p inhibition or EGR2 overexpression partially reversed the alleviative effect of TGIF1 overexpression on glycolipid metabolism disorders.</p><p><strong>Conclusion: </strong>TGIF1 reduces glycolipid metabolism disorders in mice with T2D through the miR-106b-5p/EGR2 axis.</p>","PeriodicalId":9151,"journal":{"name":"BMJ Open Diabetes Research & Care","volume":"13 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11751904/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143022128","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-21DOI: 10.1136/bmjdrc-2024-004709
Marie Fredriksson, Emma Persson, Anna Möllsten, Torbjörn Lind
Introduction: This study aimed to investigate if individuals with childhood-onset type 1 diabetes having a parent with the same condition (parental diabetes) had worse metabolic control and an increased risk of death and renal failure compared with those with parents without type 1 diabetes (sporadic diabetes).
Research design and methods: We conducted a population-based cohort study using data from the Swedish Childhood Diabetes Register, including cases with onset of type 1 diabetes before the age of 15 and recorded between 1977 and 2010. The cohort was linked to national registers to compare mortality, renal failure, and glycated hemoglobin (HBA1c) levels.
Results: We identified 16 572 incident cases of childhood-onset type 1 diabetes. Of these, 15 701 had data on parental diabetes status, with 1390 (8.9%) having at least one parent with this condition. HbA1c data were available in 9105 individuals at 20-30 years of age, with the parental group showing higher levels compared with the sporadic diabetes group (8.4% (68 mmol/mol) vs 8.2% (66 mmol/mol), p=0.004). The Cox proportional HR for death in parental diabetes was 1.33 (95% CI 1.00 to 1.75), and the competing risk HR for renal failure was 1.27 (95% CI 1.08 to 1.50). Women in the parental diabetes group had a higher risk of early death (HR 1.79, 95% CI 1.17 to 2.72) compared with the sporadic diabetes group.
Conclusions: Individuals with parental diabetes had slightly higher HbA1c and elevated risks of renal failure and death compared with those with sporadic diabetes, especially pronounced in women. Although the exact mechanisms behind these differences are unclear, we suggest that individualized care may benefit individuals with parental type 1 diabetes.
前言:本研究旨在调查父母患有相同疾病(父母患有糖尿病)的儿童1型糖尿病患者是否比父母没有1型糖尿病(散发性糖尿病)的儿童代谢控制更差,死亡和肾衰竭的风险增加。研究设计和方法:我们使用瑞典儿童糖尿病登记册的数据进行了一项基于人群的队列研究,包括1977年至2010年间记录的15岁之前发病的1型糖尿病病例。该队列与国家登记相关联,以比较死亡率、肾衰竭和糖化血红蛋白(HBA1c)水平。结果:我们确定了16 572例儿童期发病的1型糖尿病。其中,15701人有父母糖尿病状况的数据,其中1390人(8.9%)至少有一位父母患有糖尿病。9105名20-30岁患者的HbA1c数据显示,父母组的HbA1c水平高于散发性糖尿病组(8.4% (68 mmol/mol) vs 8.2% (66 mmol/mol), p=0.004)。父母糖尿病死亡的Cox比例风险比为1.33 (95% CI 1.00 ~ 1.75),肾功能衰竭的竞争风险比为1.27 (95% CI 1.08 ~ 1.50)。与散发性糖尿病组相比,父母糖尿病组的女性早期死亡风险更高(HR 1.79, 95% CI 1.17至2.72)。结论:与散发性糖尿病患者相比,父母患有糖尿病的个体HbA1c略高,肾功能衰竭和死亡的风险也较高,尤其是在女性中。尽管这些差异背后的确切机制尚不清楚,但我们建议个体化护理可能对父母患有1型糖尿病的个体有益。
{"title":"Risk of renal complications and death in young and middle-aged Swedes with parental type 1 diabetes: a nation-wide, prospective cohort study.","authors":"Marie Fredriksson, Emma Persson, Anna Möllsten, Torbjörn Lind","doi":"10.1136/bmjdrc-2024-004709","DOIUrl":"10.1136/bmjdrc-2024-004709","url":null,"abstract":"<p><strong>Introduction: </strong>This study aimed to investigate if individuals with childhood-onset type 1 diabetes having a parent with the same condition (parental diabetes) had worse metabolic control and an increased risk of death and renal failure compared with those with parents without type 1 diabetes (sporadic diabetes).</p><p><strong>Research design and methods: </strong>We conducted a population-based cohort study using data from the Swedish Childhood Diabetes Register, including cases with onset of type 1 diabetes before the age of 15 and recorded between 1977 and 2010. The cohort was linked to national registers to compare mortality, renal failure, and glycated hemoglobin (HBA1c) levels.</p><p><strong>Results: </strong>We identified 16 572 incident cases of childhood-onset type 1 diabetes. Of these, 15 701 had data on parental diabetes status, with 1390 (8.9%) having at least one parent with this condition. HbA1c data were available in 9105 individuals at 20-30 years of age, with the parental group showing higher levels compared with the sporadic diabetes group (8.4% (68 mmol/mol) vs 8.2% (66 mmol/mol), p=0.004). The Cox proportional HR for death in parental diabetes was 1.33 (95% CI 1.00 to 1.75), and the competing risk HR for renal failure was 1.27 (95% CI 1.08 to 1.50). Women in the parental diabetes group had a higher risk of early death (HR 1.79, 95% CI 1.17 to 2.72) compared with the sporadic diabetes group.</p><p><strong>Conclusions: </strong>Individuals with parental diabetes had slightly higher HbA1c and elevated risks of renal failure and death compared with those with sporadic diabetes, especially pronounced in women. Although the exact mechanisms behind these differences are unclear, we suggest that individualized care may benefit individuals with parental type 1 diabetes.</p>","PeriodicalId":9151,"journal":{"name":"BMJ Open Diabetes Research & Care","volume":"13 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11784379/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143058275","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-19DOI: 10.1136/bmjdrc-2024-004688
Lixia Ge, Yan Sun, Elaine Tan, Huiling Liew, Jeremy Hoe, Jaime Lin, Joseph Molina, Gary Ang, Xiaoli Zhu, Kai Qiang Low, Theophilus Yap, Nur Aberleen Syafirah Binte Azmi, Enming Yong, Tiffany Chew, Hui Yan Koo, Chelsea Law, Dexter Yak Seng Chan, Claris Shi, Julia Choo, Wai Han Hoi, Sadhana Chandraskear, Jo Ann Lim, Jemes Siow, Sabariah Binte Kaspon, Subramaniam Tavintharan, Daniel Chew, John Abisheganaden, Zhiwen Joseph Lo
Introduction: To compare the clinical outcomes and healthcare utilization of patients enrolled in the multidisciplinary Diabetic Foot in Primary and Tertiary (DEFINITE) Care program with a matched historical cohort and estimate the program's long-term cost-effectiveness using simulation.
Research design and methods: This study consisted of two components: a 1-year observational outcome evaluation and a long-term simulation-based cost-effectiveness analysis (CEA). We conducted an observational study to analyze 2798 patients with diabetic foot ulcers (DFUs) enrolled in the program between June 2020 and June 2021 (DEFINITE Care group) and 5462 patients with DFUs from June 2016 to December 2017 as historical controls. One-to-one propensity score matching (PSM) with replacement was conducted to estimate the treatment effect of the program on clinical outcomes and healthcare utilization over 1 year. For the simulation component, a long-term CEA was performed using a Markov state transition model on a simulated cohort of 10 000 patients with DFUs over a 20-year period, assessing transitions between health states, including minor and major amputations and death. The incremental cost-effectiveness ratio (ICER) was calculated for the DEFINITE Care program relative to routine care.
Results: The estimation of average treatment effects based on propensity scores showed that the DEFINITE Care group exhibited a 9% lower mortality, 5% higher lower extremity amputation (LEA)-free survival, yet a 5% higher minor LEA rate compared with the matched historical controls. Additionally, they experienced fewer inpatient admissions (0.98 fewer episodes) and shorter hospital stays (5.5 fewer days) within 1 year (p-value <0.001). The ICER was US$22 707 (SE: 430) per quality-adjusted life year gained, indicating long-term cost-effectiveness. Probabilistic sensitivity analysis supported these findings.
Conclusions: The integrated multidisciplinary DEFINITE Care program improved LEA-free survival, reduced inpatient admissions and length of stay within 1 year and demonstrated long-term cost-effectiveness managing DFUs.
{"title":"Outcome evaluation and cost-effectiveness analysis for an integrated multidisciplinary diabetic limb salvage program: a combined observational and simulation study.","authors":"Lixia Ge, Yan Sun, Elaine Tan, Huiling Liew, Jeremy Hoe, Jaime Lin, Joseph Molina, Gary Ang, Xiaoli Zhu, Kai Qiang Low, Theophilus Yap, Nur Aberleen Syafirah Binte Azmi, Enming Yong, Tiffany Chew, Hui Yan Koo, Chelsea Law, Dexter Yak Seng Chan, Claris Shi, Julia Choo, Wai Han Hoi, Sadhana Chandraskear, Jo Ann Lim, Jemes Siow, Sabariah Binte Kaspon, Subramaniam Tavintharan, Daniel Chew, John Abisheganaden, Zhiwen Joseph Lo","doi":"10.1136/bmjdrc-2024-004688","DOIUrl":"10.1136/bmjdrc-2024-004688","url":null,"abstract":"<p><strong>Introduction: </strong>To compare the clinical outcomes and healthcare utilization of patients enrolled in the multidisciplinary Diabetic Foot in Primary and Tertiary (DEFINITE) Care program with a matched historical cohort and estimate the program's long-term cost-effectiveness using simulation.</p><p><strong>Research design and methods: </strong>This study consisted of two components: a 1-year observational outcome evaluation and a long-term simulation-based cost-effectiveness analysis (CEA). We conducted an observational study to analyze 2798 patients with diabetic foot ulcers (DFUs) enrolled in the program between June 2020 and June 2021 (DEFINITE Care group) and 5462 patients with DFUs from June 2016 to December 2017 as historical controls. One-to-one propensity score matching (PSM) with replacement was conducted to estimate the treatment effect of the program on clinical outcomes and healthcare utilization over 1 year. For the simulation component, a long-term CEA was performed using a Markov state transition model on a simulated cohort of 10 000 patients with DFUs over a 20-year period, assessing transitions between health states, including minor and major amputations and death. The incremental cost-effectiveness ratio (ICER) was calculated for the DEFINITE Care program relative to routine care.</p><p><strong>Results: </strong>The estimation of average treatment effects based on propensity scores showed that the DEFINITE Care group exhibited a 9% lower mortality, 5% higher lower extremity amputation (LEA)-free survival, yet a 5% higher minor LEA rate compared with the matched historical controls. Additionally, they experienced fewer inpatient admissions (0.98 fewer episodes) and shorter hospital stays (5.5 fewer days) within 1 year (p-value <0.001). The ICER was US$22 707 (SE: 430) per quality-adjusted life year gained, indicating long-term cost-effectiveness. Probabilistic sensitivity analysis supported these findings.</p><p><strong>Conclusions: </strong>The integrated multidisciplinary DEFINITE Care program improved LEA-free survival, reduced inpatient admissions and length of stay within 1 year and demonstrated long-term cost-effectiveness managing DFUs.</p>","PeriodicalId":9151,"journal":{"name":"BMJ Open Diabetes Research & Care","volume":"13 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11749800/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142999768","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-04DOI: 10.1136/bmjdrc-2024-004655
MacKenzie D Williams, Catherine Ramsey Grace, Amanda L Posgai, Kieran M McGrail, Maigan A Brusko, Michael J Haller, Laura Jacobsen, Desmond Schatz, Todd M Brusko, Mark Atkinson, Rhonda Bacher, Clive H Wasserfall
Introduction: Altered serum levels of growth hormones, adipokines, and exocrine pancreas enzymes have been individually linked with type 1 diabetes (T1D). We collectively evaluated seven such biomarkers, combined with islet autoantibodies (AAb) and genetic risk score (GRS2), for their utility in predicting AAb/T1D status.
Research design and methods: Cross-sectional serum samples (n=154 T1D, n=56 1AAb+, n=77 ≥2AAb+, n=256 AAb-) were assessed for IGF1, IGF2, adiponectin, leptin, amylase, lipase, and trypsinogen (n=543, age range 2.7-30.0 years) using random forest modeling.
Results: GRS2, age, lipase, trypsinogen, and AAb against ZnT8, GAD65, and insulin were the most informative markers. Notably, these variables were differentially informative according to AAb/T1D status. Higher GRS2 (p<0.001) and lower lipase levels (p=0.002) favored ≥2AAb+ versus AAb- classification. AAb against ZnT8 (p<0.01), GAD65 (p=0.021), or insulin (p=0.01) each independently favored ≥2AAb+ versus 1AAb+ classification. Reduced trypsinogen (p<0.001) and increased lipase levels (p<0.001) favored recent-onset T1D versus ≥2AAb+ classification.
Conclusions: Among the serological markers tested, lipase and trypsinogen levels were the most informative for differentiating among clinical groups, with the utility of each enzyme varying according to GRS2 and AAb/T1D status. These data support exocrine pancreas enzymes as candidates for longitudinal follow-up.
{"title":"Serological markers of exocrine pancreatic function are differentially informative for distinguishing individuals progressing to type 1 diabetes.","authors":"MacKenzie D Williams, Catherine Ramsey Grace, Amanda L Posgai, Kieran M McGrail, Maigan A Brusko, Michael J Haller, Laura Jacobsen, Desmond Schatz, Todd M Brusko, Mark Atkinson, Rhonda Bacher, Clive H Wasserfall","doi":"10.1136/bmjdrc-2024-004655","DOIUrl":"10.1136/bmjdrc-2024-004655","url":null,"abstract":"<p><strong>Introduction: </strong>Altered serum levels of growth hormones, adipokines, and exocrine pancreas enzymes have been individually linked with type 1 diabetes (T1D). We collectively evaluated seven such biomarkers, combined with islet autoantibodies (AAb) and genetic risk score (GRS2), for their utility in predicting AAb/T1D status.</p><p><strong>Research design and methods: </strong>Cross-sectional serum samples (n=154 T1D, n=56 1AAb+, n=77 ≥2AAb+, n=256 AAb-) were assessed for IGF1, IGF2, adiponectin, leptin, amylase, lipase, and trypsinogen (n=543, age range 2.7-30.0 years) using random forest modeling.</p><p><strong>Results: </strong>GRS2, age, lipase, trypsinogen, and AAb against ZnT8, GAD65, and insulin were the most informative markers. Notably, these variables were differentially informative according to AAb/T1D status. Higher GRS2 (p<0.001) and lower lipase levels (p=0.002) favored ≥2AAb+ versus AAb- classification. AAb against ZnT8 (p<0.01), GAD65 (p=0.021), or insulin (p=0.01) each independently favored ≥2AAb+ versus 1AAb+ classification. Reduced trypsinogen (p<0.001) and increased lipase levels (p<0.001) favored recent-onset T1D versus ≥2AAb+ classification.</p><p><strong>Conclusions: </strong>Among the serological markers tested, lipase and trypsinogen levels were the most informative for differentiating among clinical groups, with the utility of each enzyme varying according to GRS2 and AAb/T1D status. These data support exocrine pancreas enzymes as candidates for longitudinal follow-up.</p>","PeriodicalId":9151,"journal":{"name":"BMJ Open Diabetes Research & Care","volume":"13 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11749058/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142926478","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}