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Trajectories of BMI before and after diagnosis of type 2 diabetes in a real-world population. 真实世界人群中确诊 2 型糖尿病前后的体重指数轨迹。
IF 8.4 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-10-01 Epub Date: 2024-07-05 DOI: 10.1007/s00125-024-06217-1
Louise A Donnelly, Rory J McCrimmon, Ewan R Pearson

Aims/hypothesis: Few studies have examined the clinical characteristics associated with changes in weight before and after diagnosis of type 2 diabetes. Using a large real-world cohort, we derived trajectories of BMI before and after diabetes diagnosis, and examined the clinical characteristics associated with these trajectories, including assessing the impact of pre-diagnosis weight change on post-diagnosis weight change.

Methods: We performed an observational cohort study using electronic medical records from individuals in the Scottish Care Information Diabetes Collaboration database. Two trajectories were calculated, based on observed BMI measurements between 3 years and 6 months before diagnosis and between 1 and 5 years after diagnosis. In the post-diagnosis trajectory, each BMI measurement was time-dependently adjusted for the effects of diabetes medications and HbA1c change.

Results: A total of 2736 individuals were included in the study. There was a pattern of pre-diagnosis weight gain, with 1944 individuals (71%) gaining weight overall, and 875 (32%) gaining more than 0.5 kg/m2 per year. This was followed by a pattern of weight loss after diagnosis, with 1722 individuals (63%) losing weight. Younger age and greater social deprivation were associated with increased weight gain before diagnosis. Pre-diagnosis weight change was unrelated to post-diagnosis weight change, but post-diagnosis weight loss was associated with older age, female sex, higher BMI, higher HbA1c and weight gain during the peri-diagnosis period. When considering the peri-diagnostic period (defined as from 6 months before to 12 months after diagnosis), we identified 986 (36%) individuals who had a high HbA1c at diagnosis but who lost weight rapidly and were most aggressively treated at 1 year; this subgroup had the best glycaemic control at 5 years.

Conclusions/interpretation: Average weight increases before diagnosis and decreases after diagnosis; however, there were significant differences across the population in terms of weight changes. Younger individuals gained weight pre-diagnosis, but, in older individuals, type 2 diabetes is less associated with weight gain, consistent with other drivers for diabetes aetiology in older adults. We have identified a substantial group of individuals who have a rapid deterioration in glycaemic control, together with weight loss, around the time of diagnosis, and who subsequently stabilise, suggesting that a high HbA1c at diagnosis is not inevitably associated with a poor outcome and may be driven by reversible glucose toxicity.

目的/假设:很少有研究对 2 型糖尿病确诊前后体重变化的相关临床特征进行研究。我们利用一个大型真实世界队列,得出了糖尿病诊断前后的体重指数轨迹,并研究了与这些轨迹相关的临床特征,包括评估诊断前体重变化对诊断后体重变化的影响:我们利用苏格兰护理信息糖尿病协作数据库中的个人电子病历进行了一项观察性队列研究。根据诊断前 3 年至 6 个月期间和诊断后 1 年至 5 年期间观察到的 BMI 测量值,计算出两种轨迹。在诊断后的轨迹中,每个 BMI 测量值都根据糖尿病药物和 HbA1c 变化的影响进行了时间调整:研究共纳入了 2736 人。诊断前体重增加的模式为:1944 人(71%)总体体重增加,875 人(32%)每年体重增加超过 0.5 kg/m2。随后是诊断后体重下降的模式,有 1722 人(63%)体重下降。年龄越小、社会贫困程度越高,确诊前体重增加越多。诊断前的体重变化与诊断后的体重变化无关,但诊断后体重减轻与年龄较大、性别为女性、体重指数(BMI)较高、HbA1c 较高以及诊断前体重增加有关。如果考虑到围诊断期(定义为诊断前 6 个月至诊断后 12 个月),我们发现有 986 人(36%)在诊断时 HbA1c 较高,但体重迅速下降,并在 1 年时接受了最积极的治疗;该亚群在 5 年时血糖控制得最好:平均体重在确诊前增加,确诊后减少;然而,不同人群的体重变化存在显著差异。年轻人在确诊前体重增加,但在老年人中,2 型糖尿病与体重增加的关系不大,这与老年人糖尿病病因的其他驱动因素一致。我们发现有相当一部分人在确诊时血糖控制迅速恶化,同时体重下降,但随后又趋于稳定,这表明确诊时的高 HbA1c 并不必然与不良预后有关,可能是由可逆的葡萄糖毒性引起的。
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引用次数: 0
The impact of hypoglycaemia on daily functioning among adults with diabetes: a prospective observational study using the Hypo-METRICS app. 低血糖对成年糖尿病患者日常功能的影响:使用 Hypo-METRICS 应用程序进行的前瞻性观察研究。
IF 8.4 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-10-01 Epub Date: 2024-07-30 DOI: 10.1007/s00125-024-06233-1
Uffe Søholm, Melanie Broadley, Natalie Zaremba, Patrick Divilly, Petra Martina Baumann, Zeinab Mahmoudi, Gilberte Martine-Edith, Julia K Mader, Monika Cigler, Julie Maria Bøggild Brøsen, Allan Vaag, Simon Heller, Ulrik Pedersen-Bjergaard, Rory J McCrimmon, Eric Renard, Mark Evans, Bastiaan de Galan, Evertine Abbink, Stephanie A Amiel, Christel Hendrieckx, Jane Speight, Pratik Choudhary, Frans Pouwer

Aims/hypothesis: The aim of this work was to examine the impact of hypoglycaemia on daily functioning among adults with type 1 diabetes or insulin-treated type 2 diabetes, using the novel Hypo-METRICS app.

Methods: For 70 consecutive days, 594 adults (type 1 diabetes, n=274; type 2 diabetes, n=320) completed brief morning and evening Hypo-METRICS 'check-ins' about their experienced hypoglycaemia and daily functioning. Participants wore a blinded glucose sensor (i.e. data unavailable to the participants) for the study duration. Days and nights with or without person-reported hypoglycaemia (PRH) and/or sensor-detected hypoglycaemia (SDH) were compared using multilevel regression models.

Results: Participants submitted a mean ± SD of 86.3±12.5% morning and 90.8±10.7% evening check-ins. For both types of diabetes, SDH alone had no significant associations with the changes in daily functioning scores. However, daytime and night-time PRH (with or without SDH) were significantly associated with worsening of energy levels, mood, cognitive functioning, negative affect and fear of hypoglycaemia later that day or while asleep. In addition, night-time PRH (with or without SDH) was significantly associated with worsening of sleep quality (type 1 and type 2 diabetes) and memory (type 2 diabetes). Further, daytime PRH (with or without SDH), was associated with worsening of fear of hyperglycaemia while asleep (type 1 diabetes), memory (type 1 and type 2 diabetes) and social functioning (type 2 diabetes).

Conclusions/interpretation: This prospective, real-world study reveals impact on several domains of daily functioning following PRH but not following SDH alone. These data suggest that the observed negative impact is mainly driven by subjective awareness of hypoglycaemia (i.e. PRH), through either symptoms or sensor alerts/readings and/or the need to take action to prevent or treat episodes.

目的/假设:这项工作旨在利用新颖的 Hypo-METRICS 应用程序,研究低血糖对 1 型糖尿病或接受胰岛素治疗的 2 型糖尿病成人患者日常功能的影响:连续 70 天,594 名成人(1 型糖尿病患者,人数=274;2 型糖尿病患者,人数=320)完成了简短的早晚 Hypo-METRICS "签到",了解他们经历的低血糖和日常功能。参与者在研究期间佩戴盲法血糖传感器(即参与者无法获得数据)。使用多层次回归模型比较了有无个人报告的低血糖(PRH)和/或传感器检测到的低血糖(SDH)的日夜:参试者平均(± SD)86.3±12.5%在早晨签到,90.8±10.7%在傍晚签到。对于两种类型的糖尿病患者,SDH本身与日常功能评分的变化无明显关联。然而,日间和夜间 PRH(无论有无 SDH)与当天晚些时候或睡眠时的能量水平、情绪、认知功能、负面情绪和对低血糖的恐惧的恶化有明显关系。此外,夜间 PRH(无论是否伴有 SDH)与睡眠质量(1 型和 2 型糖尿病)和记忆力(2 型糖尿病)的恶化有显著相关性。此外,日间 PRH(无论有无 SDH)与睡眠时对高血糖的恐惧(1 型糖尿病)、记忆力(1 型和 2 型糖尿病)和社会功能(2 型糖尿病)的恶化有关:这项前瞻性真实世界研究显示,PRH 对多个日常功能领域产生了影响,而单纯 SDH 则没有。这些数据表明,所观察到的负面影响主要来自于对低血糖(即 PRH)的主观意识,即通过症状或传感器警报/读数和/或采取行动预防或治疗低血糖发作的需要。
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引用次数: 0
Advances in diabetes technology to improve the lives of people with cystic fibrosis. 糖尿病技术的进步,改善囊性纤维化患者的生活。
IF 8.4 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-10-01 Epub Date: 2024-07-12 DOI: 10.1007/s00125-024-06223-3
Kevin J Scully, Brynn E Marks, Melissa S Putman

People with cystic fibrosis (CF) are at risk for dysglycaemia caused by progressive beta cell dysfunction and destruction due to pancreatic exocrine disease and fibrosis. CF-related diabetes (CFRD) is a unique form of diabetes that has distinctive features from both type 1 and type 2 diabetes. Recent advances in diabetes technology may be of particular benefit in this population given the complex, multi-system organ involvement and challenging health issues that people with CFRD often face. This review summarises how diabetes technologies, such as continuous glucose monitors (CGMs) and insulin delivery devices: (1) have improved our understanding of CFRD, including how hyperglycaemia affects clinical outcomes in people with CF; (2) may be helpful in the screening and diagnosis of CFRD; and (3) offer promise for improving the management of CFRD and easing the burden that this diagnosis can add to an already medically complicated patient population.

囊性纤维化(CF)患者因胰腺外分泌疾病和纤维化导致的渐进性β细胞功能障碍和破坏而面临血糖异常的风险。CF相关糖尿病(CFRD)是一种独特的糖尿病,与1型和2型糖尿病都有不同的特征。鉴于 CFRD 患者经常面临复杂、多系统器官参与和具有挑战性的健康问题,糖尿病技术的最新进展可能对这一人群特别有益。本综述总结了糖尿病技术,如连续血糖监测仪(CGM)和胰岛素给药装置:(1) 如何提高我们对 CFRD 的认识,包括高血糖如何影响 CFRD 患者的临床疗效;(2) 如何有助于 CFRD 的筛查和诊断;以及 (3) 如何有望改善 CFRD 的管理,减轻这一诊断可能给本已医疗复杂的患者群体增加的负担。
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引用次数: 0
Glycaemic patterns during breastfeeding with postpartum use of closed-loop insulin delivery in women with type 1 diabetes. 产后使用闭环胰岛素给药的 1 型糖尿病妇女哺乳期间的血糖模式。
IF 8.4 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-10-01 Epub Date: 2024-07-19 DOI: 10.1007/s00125-024-06227-z
Lois E Donovan, Rhonda C Bell, Denice S Feig, Patricia Lemieux, Helen R Murphy, Ronald J Sigal, Josephine Ho, Heidi Virtanen, Susan Crawford, Jennifer M Yamamoto

Aims/hypothesis: This study aimed to describe the relationship between breastfeeding episodes and maternal glucose levels, and to assess whether this differs with closed-loop vs open-loop (sensor-augmented pump) insulin therapy.

Methods: Infant-feeding diaries were collected at 6 weeks, 12 weeks and 24 weeks postpartum in a trial of postpartum closed-loop use in 18 women with type 1 diabetes. Continuous glucose monitoring (CGM) data were used to identify maternal glucose patterns within the 3 h of breastfeeding episodes. Generalised mixed models adjusted for breastfeeding episodes in the same woman, repeat breastfeeding episodes, carbohydrate intake, infant age at time of feeding and early pregnancy HbA1c. This was a secondary analysis of data collected during a randomised trial (ClinicalTrials.gov registration no. NCT04420728).

Results: CGM glucose remained above 3.9 mmol/l in the 3 h post-breastfeeding for 93% (397/427) of breastfeeding episodes. There was an overall decrease in glucose at nighttime within 3 h of breastfeeding (1.1 mmol l-1 h-1 decrease on average; p=0.009). A decrease in nighttime glucose was observed with open-loop therapy (1.2 ± 0.5 mmol/l) but was blunted with closed-loop therapy (0.4 ± 0.3 mmol/l; p<0.01, open-loop vs closed-loop).

Conclusions/interpretation: There is a small decrease in glucose after nighttime breastfeeding that usually does not result in maternal hypoglycaemia; this appears to be blunted with the use of closed-loop therapy.

目的/假设:本研究旨在描述母乳喂养次数与产妇血糖水平之间的关系,并评估闭环与开环(传感器增强泵)胰岛素疗法是否存在差异:方法:在对 18 名 1 型糖尿病妇女进行的产后闭环治疗试验中,收集了她们在产后 6 周、12 周和 24 周的婴儿喂养日记。连续血糖监测(CGM)数据用于确定母乳喂养 3 小时内产妇的血糖模式。广义混合模型对同一妇女的母乳喂养次数、重复母乳喂养次数、碳水化合物摄入量、喂养时的婴儿年龄和孕早期 HbA1c 进行了调整。这是对随机试验(ClinicalTrials.gov 注册号:NCT04420728)期间收集的数据进行的二次分析:93%(397/427)的母乳喂养后 3 小时内 CGM 血糖保持在 3.9 mmol/l 以上。母乳喂养后 3 小时内夜间血糖总体下降(平均下降 1.1 mmol l-1 h-1;p=0.009)。使用开环疗法可观察到夜间血糖的下降(1.2 ± 0.5 mmol/l),但使用闭环疗法则会减弱(0.4 ± 0.3 mmol/l;p结论/解释:夜间母乳喂养后血糖会略有下降,但通常不会导致产妇低血糖;使用闭环疗法后,这种下降似乎会减弱。
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引用次数: 0
Postprandial fatty acid-binding protein 4 is associated with muscle insulin resistance. 餐后脂肪酸结合蛋白 4 与肌肉胰岛素抵抗有关。
IF 8.4 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-10-01 Epub Date: 2024-07-26 DOI: 10.1007/s00125-024-06222-4
Tsuyoshi Okura, Yuichi Ito, Mari Anno, Satomi Endo, Sonoko Kitao, Risa Nakamura, Kazuhisa Matsumoto, Kyoko Shoji, Hiroko Okura, Kazuhiko Matsuzawa, Shoichiro Izawa, Yoshinori Ichihara, Etsuko Ueta, Masahiko Kato, Takeshi Imamura, Shin-Ichi Taniguchi, Kazuhiro Yamamoto

Aims/hypothesis: Fatty acid-binding protein 4 (FABP4) has been reported to act as a hepatic insulin resistance factor. We previously reported that fasting FABP4 was correlated with insulin resistance measurements derived from the glucose clamp, and another study reported that postprandial FABP4 levels were decreased in healthy volunteers but were not reported (or known) in participants with type 2 diabetes. We have limited knowledge about the direct effect of FABP4 on muscle cells. We investigated the postprandial FABP4 levels in participants with type 2 diabetes, and the basic mechanism of muscle insulin resistance and FABP4.

Methods: We performed a meal tolerance test and hyperinsulinaemic-euglycaemic clamp in 22 participants with type 2 diabetes and 26 participants without diabetes. We measured fasting and postprandial serum FABP4. We cultured mouse C2C12 muscle cells, and investigated the effect of FABP4 on glucose uptake. We analysed insulin signalling by western blot and insulin binding assay.

Results: The postprandial FABP4 level in participants with type 2 diabetes was higher than that in participants without diabetes. Participants without diabetes had lower postprandial FABP4 than fasting except for one participant, whereas one-third of participants with type 2 diabetes had higher postprandial FABP4 than fasting. Postprandial FABP4 was correlated with the muscle insulin resistance M/I value from a glucose clamp in participants without diabetes (r=-0.42, p<0.05). The increase in FABP4 after a meal correlated with the muscle insulin resistance M/I value (r=-0.44, p<0.05) and the difference between fasting and postprandial glucagon in participants with type 2 diabetes (r=0.36, p<0.05). FABP4 alone appears to increase glucose uptake, and the combination of FABP4 and insulin decreases glucose uptake when compared with insulin alone. FABP4 inhibits insulin signalling of muscle cells through decreases in phosphorylation of insulin receptor substrate 1 and Akt. The physiological concentration of FABP4 did not inhibit insulin binding to muscle cells.

Conclusions/interpretation: These results suggested that the postprandial FABP4 level is associated with insulin resistance, and FABP4 may suppress insulin signals.

目的/假设:据报道,脂肪酸结合蛋白4(FABP4)是一种肝脏胰岛素抵抗因子。我们以前曾报道,空腹 FABP4 与葡萄糖钳夹得出的胰岛素抵抗测量值相关,另一项研究报道,健康志愿者的餐后 FABP4 水平降低,但 2 型糖尿病患者的餐后 FABP4 水平未见报道(或未知)。我们对 FABP4 对肌肉细胞的直接影响了解有限。我们研究了 2 型糖尿病患者餐后 FABP4 的水平,以及肌肉胰岛素抵抗和 FABP4 的基本机制:方法:我们对 22 名 2 型糖尿病患者和 26 名非糖尿病患者进行了耐餐试验和高胰岛素血症-高血糖钳夹试验。我们测量了空腹和餐后血清 FABP4。我们培养了小鼠 C2C12 肌肉细胞,并研究了 FABP4 对葡萄糖摄取的影响。我们通过 Western 印迹和胰岛素结合试验分析了胰岛素信号:结果:2 型糖尿病患者餐后 FABP4 水平高于非糖尿病患者。除一名参与者外,无糖尿病参与者餐后 FABP4 水平低于空腹水平,而三分之一的 2 型糖尿病参与者餐后 FABP4 水平高于空腹水平。非糖尿病参与者餐后 FABP4 与葡萄糖钳夹得出的肌肉胰岛素抵抗 M/I 值相关(r=-0.42,p 结论/解释:这些结果表明,餐后 FABP4 水平与胰岛素抵抗有关,FABP4 可能会抑制胰岛素信号。
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引用次数: 0
The use of technology in type 2 diabetes and prediabetes: a narrative review. 技术在 2 型糖尿病和糖尿病前期中的应用:叙述性综述。
IF 8.4 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-10-01 Epub Date: 2024-06-29 DOI: 10.1007/s00125-024-06203-7
Alexandros L Liarakos, Jonathan Z M Lim, Lalantha Leelarathna, Emma G Wilmot

The increasing incidence of type 2 diabetes, which represents 90% of diabetes cases globally, is a major public health concern. Improved glucose management reduces the risk of vascular complications and mortality; however, only a small proportion of the type 2 diabetes population have blood glucose levels within the recommended treatment targets. In recent years, diabetes technologies have revolutionised the care of people with type 1 diabetes, and it is becoming increasingly evident that people with type 2 diabetes can also benefit from these advances. In this review, we describe the current knowledge regarding the role of technologies for people living with type 2 diabetes and the evidence supporting their use in clinical practice. We conclude that continuous glucose monitoring systems deliver glycaemic benefits for individuals with type 2 diabetes, whether treated with insulin or non-insulin therapy; further data are required to evaluate the role of these systems in those with prediabetes (defined as impaired glucose tolerance and/or impaired fasting glucose and/or HbA1c levels between 39 mmol/mol [5.7%] and 47 mmol/mol [6.4%]). The use of insulin pumps seems to be safe and effective in people with type 2 diabetes, especially in those with an HbA1c significantly above target. Initial results from studies exploring the impact of closed-loop systems in type 2 diabetes are promising. We discuss directions for future research to fully understand the potential benefits of integrating evidence-based technology into care for people living with type 2 diabetes and prediabetes.

2 型糖尿病发病率不断上升,占全球糖尿病病例的 90%,是一个重大的公共卫生问题。改善血糖管理可降低血管并发症和死亡风险;然而,只有一小部分 2 型糖尿病患者的血糖水平在建议的治疗目标范围内。近年来,糖尿病技术彻底改变了对 1 型糖尿病患者的护理,而且越来越明显的是,2 型糖尿病患者也能从这些进步中受益。在这篇综述中,我们介绍了目前有关技术对 2 型糖尿病患者的作用的知识,以及支持在临床实践中使用这些技术的证据。我们的结论是,连续血糖监测系统能为 2 型糖尿病患者带来血糖方面的益处,无论他们是接受胰岛素治疗还是非胰岛素治疗;还需要进一步的数据来评估这些系统对糖尿病前期患者(定义为糖耐量受损和/或空腹血糖受损和/或 HbA1c 水平在 39 mmol/mol [5.7%] 和 47 mmol/mol [6.4%] 之间)的作用。对于 2 型糖尿病患者,尤其是 HbA1c 明显高于目标值的患者,使用胰岛素泵似乎是安全有效的。探索闭环系统对 2 型糖尿病影响的初步研究结果令人鼓舞。我们讨论了未来的研究方向,以充分了解将循证技术融入 2 型糖尿病和糖尿病前期患者的护理中可能带来的益处。
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引用次数: 0
The role of automated insulin delivery technology in diabetes. 胰岛素自动输送技术在糖尿病中的作用。
IF 8.4 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-10-01 Epub Date: 2024-05-13 DOI: 10.1007/s00125-024-06165-w
Charlotte K Boughton, Roman Hovorka

The role of automated insulin delivery systems in diabetes is expanding. Hybrid closed-loop systems are being used in routine clinical practice for treating people with type 1 diabetes. Encouragingly, real-world data reflects the performance and usability observed in clinical trials. We review the commercially available hybrid closed-loop systems, their distinctive features and the associated real-world data. We also consider emerging indications for closed-loop systems, including the treatment of type 2 diabetes where variability of day-to-day insulin requirements is high, and other challenging applications for this technology. We discuss issues around access and implementation of closed-loop technology, and consider the limitations of present closed-loop systems, as well as innovative approaches that are being evaluated to improve their performance.

胰岛素自动给药系统在糖尿病中的作用正在不断扩大。混合闭环系统正被用于治疗 1 型糖尿病患者的常规临床实践中。令人鼓舞的是,实际数据反映了临床试验中观察到的性能和可用性。我们回顾了市面上销售的混合闭环系统、它们的显著特点以及相关的真实世界数据。我们还考虑了闭环系统的新兴适应症,包括治疗日常胰岛素需求变化较大的 2 型糖尿病,以及该技术的其他具有挑战性的应用。我们讨论了与闭环技术的获取和实施有关的问题,并考虑了现有闭环系统的局限性,以及为提高其性能而正在评估的创新方法。
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引用次数: 0
Identification of proteins associated with type 2 diabetes risk in diverse racial and ethnic populations. 鉴定不同种族和民族人群中与 2 型糖尿病风险相关的蛋白质。
IF 8.4 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-09-30 DOI: 10.1007/s00125-024-06277-3
Shuai Liu, Jingjing Zhu, Hua Zhong, Chong Wu, Haoran Xue, Burcu F Darst, Xiuqing Guo, Peter Durda, Russell P Tracy, Yongmei Liu, W Craig Johnson, Kent D Taylor, Ani W Manichaikul, Mark O Goodarzi, Robert E Gerszten, Clary B Clish, Yii-Der Ida Chen, Heather Highland, Christopher A Haiman, Christopher R Gignoux, Leslie Lange, David V Conti, Laura M Raffield, Lynne Wilkens, Loïc Le Marchand, Kari E North, Kristin L Young, Ruth J Loos, Steve Buyske, Tara Matise, Ulrike Peters, Charles Kooperberg, Alexander P Reiner, Bing Yu, Eric Boerwinkle, Quan Sun, Mary R Rooney, Justin B Echouffo-Tcheugui, Martha L Daviglus, Qibin Qi, Nicholas Mancuso, Changwei Li, Youping Deng, Alisa Manning, James B Meigs, Stephen S Rich, Jerome I Rotter, Lang Wu

Aims/hypothesis: Several studies have reported associations between specific proteins and type 2 diabetes risk in European populations. To better understand the role played by proteins in type 2 diabetes aetiology across diverse populations, we conducted a large proteome-wide association study using genetic instruments across four racial and ethnic groups: African; Asian; Hispanic/Latino; and European.

Methods: Genome and plasma proteome data from the Multi-Ethnic Study of Atherosclerosis (MESA) study involving 182 African, 69 Asian, 284 Hispanic/Latino and 409 European individuals residing in the USA were used to establish protein prediction models by using potentially associated cis- and trans-SNPs. The models were applied to genome-wide association study summary statistics of 250,127 type 2 diabetes cases and 1,222,941 controls from different racial and ethnic populations.

Results: We identified three, 44 and one protein associated with type 2 diabetes risk in Asian, European and Hispanic/Latino populations, respectively. Meta-analysis identified 40 proteins associated with type 2 diabetes risk across the populations, including well-established as well as novel proteins not yet implicated in type 2 diabetes development.

Conclusions/interpretation: Our study improves our understanding of the aetiology of type 2 diabetes in diverse populations.

Data availability: The summary statistics of multi-ethnic type 2 diabetes GWAS of MVP, DIAMANTE, Biobank Japan and other studies are available from The database of Genotypes and Phenotypes (dbGaP) under accession number phs001672.v3.p1. MESA genetic, proteome and covariate data can be accessed through dbGaP under phs000209.v13.p3. All code is available on GitHub ( https://github.com/Arthur1021/MESA-1K-PWAS ).

目的/假设:有几项研究报告了欧洲人群中特定蛋白质与 2 型糖尿病风险之间的关联。为了更好地了解蛋白质在不同人群的 2 型糖尿病病因中扮演的角色,我们使用基因工具对四个种族和民族群体进行了一项大型蛋白质组关联研究:方法:多种族动脉粥样硬化研究(MESA)的基因组和血浆蛋白质组数据涉及居住在美国的 182 名非洲人、69 名亚洲人、284 名西班牙裔/拉丁美洲人和 409 名欧洲人,我们利用这些数据建立了蛋白质预测模型,并使用了可能相关的顺式和反式 SNPs。这些模型被应用于对来自不同种族和民族的 250 127 例 2 型糖尿病病例和 1 222 941 例对照的全基因组关联研究汇总统计:结果:我们在亚裔、欧裔和拉美裔人群中分别发现了 3 种、44 种和 1 种与 2 型糖尿病风险相关的蛋白质。元分析确定了 40 种蛋白质与不同人群的 2 型糖尿病风险有关,其中包括已经证实的蛋白质以及尚未与 2 型糖尿病发病有关的新型蛋白质:我们的研究增进了我们对不同人群 2 型糖尿病病因的了解:MVP、DIAMANTE、Biobank Japan 和其他研究的多种族 2 型糖尿病 GWAS 的汇总统计数据可从基因型与表型数据库(dbGaP)获取,数据库登录号为 phs001672.v3.p1。MESA 基因、蛋白质组和协变量数据可通过 dbGaP 访问,登录号为 phs000209.v13.p3。所有代码均可在 GitHub ( https://github.com/Arthur1021/MESA-1K-PWAS ) 上获取。
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引用次数: 0
Oxidised phosphatidylcholine induces sarcolemmal ceramide accumulation and insulin resistance in skeletal muscle 氧化磷脂酰胆碱诱导骨骼肌肌浆膜神经酰胺积累和胰岛素抵抗
IF 8.2 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-09-30 DOI: 10.1007/s00125-024-06280-8
Karin A. Zemski Berry, Amanda Garfield, Purevsuren Jambal, Simona Zarini, Leigh Perreault, Bryan C. Bergman

Aims/hypothesis

Intracellular ceramide accumulation in specific cellular compartments is a potential mechanism explaining muscle insulin resistance in the pathogenesis of type 2 diabetes. Muscle sarcolemmal ceramide accumulation negatively impacts insulin sensitivity in humans, but the mechanism explaining this localised accumulation is unknown. Previous reports revealed that circulating oxidised LDL is elevated in serum of individuals with obesity and type 2 diabetes. Oxidised phosphatidylcholine, which is present in oxidised LDL, has previously been linked to ceramide pathway activation, and could contribute to localised ceramide accumulation in skeletal muscle. We hypothesised that oxidised phosphatidylcholine inversely correlates with insulin sensitivity in serum, and induces sarcolemmal ceramide accumulation and decreases insulin sensitivity in muscle.

Methods

We used LC-MS/MS to quantify specific oxidised phosphatidylcholine species in serum from a cross-sectional study of 58 well-characterised individuals spanning the physiological range of insulin sensitivity. We also performed in vitro experiments in rat L6 myotubes interrogating the role of specific oxidised phosphatidylcholine species in promoting sarcolemmal ceramide accumulation, inflammation and insulin resistance in skeletal muscle cells.

Results

Human serum oxidised phosphatidylcholine levels are elevated in individuals with obesity and type 2 diabetes, inversely correlated with insulin sensitivity, and positively correlated with sarcolemmal C18:0 ceramide levels in skeletal muscle. Specific oxidised phosphatidylcholine species, particularly 1-palmitoyl-2-(5-oxovaleroyl)-sn-glycero-3-phosphocholine (POVPC), increase total ceramide and dihydroceramide and decrease total sphingomyelin in the sarcolemma of L6 myotubes by de novo ceramide synthesis and sphingomyelinase activation. POVPC also increases inflammatory signalling and causes insulin resistance in L6 myotubes.

Conclusions/interpretation

These data suggest that circulating oxidised phosphatidylcholine species promote ceramide accumulation and decrease insulin sensitivity in muscle, help explain localised sphingolipid accumulation and muscle inflammatory response, and highlight oxidised phosphatidylcholine species as potential targets to combat insulin resistance.

Graphical Abstract

目的/假说特定细胞区的细胞神经酰胺积累是解释 2 型糖尿病发病机制中肌肉胰岛素抵抗的一种潜在机制。肌肉肌浆神经酰胺的积累会对人体的胰岛素敏感性产生负面影响,但这种局部积累的机制尚不清楚。以前的报告显示,肥胖症和 2 型糖尿病患者血清中的循环氧化低密度脂蛋白升高。氧化的磷脂酰胆碱存在于氧化的低密度脂蛋白中,以前曾被认为与神经酰胺通路的激活有关,并可能导致骨骼肌中神经酰胺的局部积累。我们假设氧化磷脂酰胆碱与血清中的胰岛素敏感性成反比,并诱导肌浆神经酰胺积累和降低肌肉中的胰岛素敏感性。我们还在大鼠 L6 肌管中进行了体外实验,研究特定氧化磷脂酰胆碱物种在促进骨骼肌细胞中的肌浆神经酰胺积累、炎症和胰岛素抵抗中的作用。结果人类血清中的氧化磷脂酰胆碱水平在肥胖症和 2 型糖尿病患者中升高,与胰岛素敏感性成反比,与骨骼肌中的肌浆 C18:0 神经酰胺水平成正比。特定的氧化磷脂酰胆碱物种,尤其是 1-棕榈酰-2-(5-氧代戊酰基)-sn-甘油-3-磷脂酰胆碱(POVPC),会通过新的神经酰胺合成和鞘磷脂酶的激活,增加 L6 肌管肌浆中的总神经酰胺和双氢甘油酰胺,并减少总鞘磷脂。结论/解释:这些数据表明,循环中的氧化磷脂酰胆碱物种会促进肌肉中的神经酰胺积累并降低胰岛素敏感性,有助于解释局部鞘脂积累和肌肉炎症反应,并强调氧化磷脂酰胆碱物种是对抗胰岛素抵抗的潜在靶点。
{"title":"Oxidised phosphatidylcholine induces sarcolemmal ceramide accumulation and insulin resistance in skeletal muscle","authors":"Karin A. Zemski Berry, Amanda Garfield, Purevsuren Jambal, Simona Zarini, Leigh Perreault, Bryan C. Bergman","doi":"10.1007/s00125-024-06280-8","DOIUrl":"https://doi.org/10.1007/s00125-024-06280-8","url":null,"abstract":"<h3 data-test=\"abstract-sub-heading\">Aims/hypothesis</h3><p>Intracellular ceramide accumulation in specific cellular compartments is a potential mechanism explaining muscle insulin resistance in the pathogenesis of type 2 diabetes. Muscle sarcolemmal ceramide accumulation negatively impacts insulin sensitivity in humans, but the mechanism explaining this localised accumulation is unknown. Previous reports revealed that circulating oxidised LDL is elevated in serum of individuals with obesity and type 2 diabetes. Oxidised phosphatidylcholine, which is present in oxidised LDL, has previously been linked to ceramide pathway activation, and could contribute to localised ceramide accumulation in skeletal muscle. We hypothesised that oxidised phosphatidylcholine inversely correlates with insulin sensitivity in serum, and induces sarcolemmal ceramide accumulation and decreases insulin sensitivity in muscle.</p><h3 data-test=\"abstract-sub-heading\">Methods</h3><p>We used LC-MS/MS to quantify specific oxidised phosphatidylcholine species in serum from a cross-sectional study of 58 well-characterised individuals spanning the physiological range of insulin sensitivity. We also performed in vitro experiments in rat L6 myotubes interrogating the role of specific oxidised phosphatidylcholine species in promoting sarcolemmal ceramide accumulation, inflammation and insulin resistance in skeletal muscle cells.</p><h3 data-test=\"abstract-sub-heading\">Results</h3><p>Human serum oxidised phosphatidylcholine levels are elevated in individuals with obesity and type 2 diabetes, inversely correlated with insulin sensitivity, and positively correlated with sarcolemmal C18:0 ceramide levels in skeletal muscle. Specific oxidised phosphatidylcholine species, particularly 1-palmitoyl-2-(5-oxovaleroyl)-<i>sn</i>-glycero-3-phosphocholine (POVPC), increase total ceramide and dihydroceramide and decrease total sphingomyelin in the sarcolemma of L6 myotubes by de novo ceramide synthesis and sphingomyelinase activation. POVPC also increases inflammatory signalling and causes insulin resistance in L6 myotubes.</p><h3 data-test=\"abstract-sub-heading\">Conclusions/interpretation</h3><p>These data suggest that circulating oxidised phosphatidylcholine species promote ceramide accumulation and decrease insulin sensitivity in muscle, help explain localised sphingolipid accumulation and muscle inflammatory response, and highlight oxidised phosphatidylcholine species as potential targets to combat insulin resistance.</p><h3 data-test=\"abstract-sub-heading\">Graphical Abstract</h3>\u0000","PeriodicalId":11164,"journal":{"name":"Diabetologia","volume":"201 1","pages":""},"PeriodicalIF":8.2,"publicationDate":"2024-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142329940","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Role of human plasma metabolites in prediabetes and type 2 diabetes from the IMI-DIRECT study. IMI-DIRECT 研究发现的人体血浆代谢物在糖尿病前期和 2 型糖尿病中的作用。
IF 8.4 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-09-30 DOI: 10.1007/s00125-024-06282-6
Sapna Sharma, Qiuling Dong, Mark Haid, Jonathan Adam, Roberto Bizzotto, Juan J Fernandez-Tajes, Angus G Jones, Andrea Tura, Anna Artati, Cornelia Prehn, Gabi Kastenmüller, Robert W Koivula, Paul W Franks, Mark Walker, Ian M Forgie, Giuseppe Giordano, Imre Pavo, Hartmut Ruetten, Manolis Dermitzakis, Mark I McCarthy, Oluf Pedersen, Jochen M Schwenk, Konstantinos D Tsirigos, Federico De Masi, Soren Brunak, Ana Viñuela, Andrea Mari, Timothy J McDonald, Tarja Kokkola, Jerzy Adamski, Ewan R Pearson, Harald Grallert
<p><strong>Aims/hypothesis: </strong>Type 2 diabetes is a chronic condition that is caused by hyperglycaemia. Our aim was to characterise the metabolomics to find their association with the glycaemic spectrum and find a causal relationship between metabolites and type 2 diabetes.</p><p><strong>Methods: </strong>As part of the Innovative Medicines Initiative - Diabetes Research on Patient Stratification (IMI-DIRECT) consortium, 3000 plasma samples were measured with the Biocrates AbsoluteIDQ p150 Kit and Metabolon analytics. A total of 911 metabolites (132 targeted metabolomics, 779 untargeted metabolomics) passed the quality control. Multivariable linear and logistic regression analysis estimates were calculated from the concentration/peak areas of each metabolite as an explanatory variable and the glycaemic status as a dependent variable. This analysis was adjusted for age, sex, BMI, study centre in the basic model, and additionally for alcohol, smoking, BP, fasting HDL-cholesterol and fasting triacylglycerol in the full model. Statistical significance was Bonferroni corrected throughout. Beyond associations, we investigated the mediation effect and causal effects for which causal mediation test and two-sample Mendelian randomisation (2SMR) methods were used, respectively.</p><p><strong>Results: </strong>In the targeted metabolomics, we observed four (15), 34 (99) and 50 (108) metabolites (number of metabolites observed in untargeted metabolomics appear in parentheses) that were significantly different when comparing normal glucose regulation vs impaired glucose regulation/prediabetes, normal glucose regulation vs type 2 diabetes, and impaired glucose regulation vs type 2 diabetes, respectively. Significant metabolites were mainly branched-chain amino acids (BCAAs), with some derivatised BCAAs, lipids, xenobiotics and a few unknowns. Metabolites such as lysophosphatidylcholine a C17:0, sum of hexoses, amino acids from BCAA metabolism (including leucine, isoleucine, valine, N-lactoylvaline, N-lactoylleucine and formiminoglutamate) and lactate, as well as an unknown metabolite (X-24295), were associated with HbA<sub>1c</sub> progression rate and were significant mediators of type 2 diabetes from baseline to 18 and 48 months of follow-up. 2SMR was used to estimate the causal effect of an exposure on an outcome using summary statistics from UK Biobank genome-wide association studies. We found that type 2 diabetes had a causal effect on the levels of three metabolites (hexose, glutamate and caproate [fatty acid (FA) 6:0]), whereas lipids such as specific phosphatidylcholines (PCs) (namely PC aa C36:2, PC aa C36:5, PC ae C36:3 and PC ae C34:3) as well as the two n-3 fatty acids stearidonate (18:4n3) and docosapentaenoate (22:5n3) potentially had a causal role in the development of type 2 diabetes.</p><p><strong>Conclusions/interpretation: </strong>Our findings identify known BCAAs and lipids, along with novel N-lactoyl-amino acid metabolites, signific
目的/假设:2 型糖尿病是一种由高血糖引起的慢性疾病。我们的目的是描述代谢组学的特征,找出它们与血糖谱的关联,并找出代谢物与 2 型糖尿病之间的因果关系:作为创新药物倡议--糖尿病患者分层研究(IMI-DIRECT)联盟的一部分,我们使用 Biocrates AbsoluteIDQ p150 试剂盒和 Metabolon 分析仪测量了 3000 份血浆样本。共有 911 个代谢物(132 个靶向代谢组学、779 个非靶向代谢组学)通过了质量控制。以每种代谢物的浓度/峰面积为解释变量,以血糖状况为因变量,计算出多变量线性回归和逻辑回归分析估计值。该分析在基本模型中对年龄、性别、体重指数和研究中心进行了调整,在完整模型中对酒精、吸烟、血压、空腹高密度脂蛋白胆固醇和空腹三酰甘油进行了调整。统计显著性均经过 Bonferroni 校正。除了关联之外,我们还研究了中介效应和因果效应,分别采用了因果中介检验和双样本孟德尔随机化(2SMR)方法:在靶向代谢组学中,我们分别观察到 4 个(15 个)、34 个(99 个)和 50 个(108 个)代谢物(括号内为非靶向代谢组学中观察到的代谢物数量)在比较正常血糖调节与受损血糖调节/糖尿病、正常血糖调节与 2 型糖尿病、受损血糖调节与 2 型糖尿病时存在显著差异。重要的代谢物主要是支链氨基酸(BCAAs),还有一些衍生的支链氨基酸、脂类、异生物体和一些未知物。C17:0 的溶血磷脂酰胆碱、六糖总和、BCAA 代谢产生的氨基酸(包括亮氨酸、异亮氨酸、缬氨酸、N-乳酰缬氨酸、N-乳酰亮氨酸和甲脒谷氨酸)和乳酸盐等代谢物以及一种未知代谢物(X-24295)与 HbA1c 进展率有关,并且是 2 型糖尿病从基线到 18 个月和 48 个月随访期间的重要介质。2SMR 是利用英国生物库全基因组关联研究的汇总统计来估计暴露对结果的因果效应。我们发现,2 型糖尿病对三种代谢物(己糖、谷氨酸和己酸[脂肪酸 (FA) 6:0])的水平有因果效应,而脂质,如特定的磷脂酰胆碱(PC)(即 PC aa C36:2、PC aa C36:5、PC ae C36:3和PC ae C34:3)以及两种n-3脂肪酸硬脂酸酯(18:4n3)和二十二碳五烯酸酯(22:5n3)可能在2型糖尿病的发病中起着诱因作用。结论/解释:我们的研究结果确定了已知的 BCAAs 和脂类,以及新型 N-乳酰氨基酸代谢物,它们与糖尿病前期和糖尿病有显著相关性,从基线到随访(18 个月和 48 个月)都能介导糖尿病的影响。利用基因变异进行的因果推断显示,脂质代谢和 n-3 脂肪酸是代谢物对 2 型糖尿病的因果关系,而六糖总和则是 2 型糖尿病对代谢物的因果关系。已确定的代谢物标记物有助于根据个人的风险进展对其进行分层,并应能采取有针对性的干预措施。
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引用次数: 0
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Diabetologia
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