Incidence and risk factors of new-onset diabetes mellitus: A five-year follow-up study in solid organ transplant recipients in Germany

IF 5.7 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Diabetes, Obesity & Metabolism Pub Date : 2024-11-18 DOI:10.1111/dom.16072
Theresia Sarabhai MD, Karel Kostev MSc
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However, the development of new-onset diabetes mellitus after transplantation (NODAT) is a serious complication, associated with an increased risk of cardiovascular events, infection and reduced graft and patient survival, making early diagnosis and management in the post-transplant period critical.<span><sup>1</sup></span> The reported incidence of NODAT varies widely, ranging from 10% to 40% in SOT recipients.<span><sup>1</sup></span> NODAT is of multifactorial origin, including insulin resistance and immunosuppressive-induced β-cell dysfunction, obesity, male sex and magnesium deficiency.<span><sup>1</sup></span> Early post-transplant hyperglycaemia, which may normalize within weeks, is common in SOT, but the possible persistence with development of NODAT and its risk factors appears to vary widely between transplanted organs.<span><sup>1, 2</sup></span> Detailed epidemiological and prognostic data on NODAT in a homogeneous cohort comparing different solid organ transplants, remain limited. This study aims to (i) assess the cumulative incidence and time to onset of NODAT up to 5 years in a large nationwide cohort of kidney, liver, heart and lung transplant recipients in Germany. In addition, this study will (ii) identify key demographic and clinical factors to offer a comprehensive understanding of the epidemiology of NODAT and associated risk factors. This research seeks to provide more effective future strategies for early diagnosis and management of NODAT, ultimately improving long-term outcomes for SOT recipients.</p><p>This retrospective five-year cohort study evaluated the incidence of and factors associated with new-onset DM in 1517 solid organ transplant recipients from 1293 general German practices. Our study included four different types of organ transplants: kidney, heart, lung and liver. The results revealed a mean incidence of 13.4% for all organ types and a median onset after 426 days of NODAT. Significant factors associated with NODAT development, included age between 51 and 60 years, a history of COPD or undergoing lung transplantation, and pre-existing metabolic disorders such as dyslipidaemia or hyperuricemia. This study reports a cumulative incidence of 13.9% for NODAT over 5 years, with the highest rate of 18.2% after kidney, 16% after lung and 13.6% after heart transplants, is consistent with previously described findings.<span><sup>5, 6</sup></span> However, we observed a lower prevalence of NODAT after liver transplantation (11.2%), compared with the previously reported 35%, likely due to the exclusion of patients with pre-existing DM.<span><sup>1, 7</sup></span> NODAT poses serious risks for transplant recipients, including increased cardiovascular events, as long-term hyperglycaemia worsens cardiovascular risk factors, like hypertension or dyslipidaemia.<span><sup>6</sup></span> Our findings of a high prevalence of hypertension (47.4%) and dyslipidaemia (23.1%) before transplantation underline the importance of regular metabolic risk management. As one significant risk factor for NODAT, age was identified, with the highest cumulative incidence occurring in the 51–60-year age group (18.6%), probably due to age-related declines in insulin sensitivity and ß-cell function.<span><sup>6, 7</sup></span> The mean time from transplantation to NODAT diagnosis was 426 days, with notable variations across organ types, challenging the conventional belief that NODAT primarily occurs in the immediate post-transplant period.<span><sup>6</sup></span> The delayed onset of NODAT in lung transplant recipients may be due to factors, like immunosuppressants, weight gain and age-related insulin resistance.<span><sup>8</sup></span> COPD-related inflammation and corticosteroid use may contribute to pre-transplant insulin resistance, highlighting the unique challenges faced by lung transplant patients.<span><sup>8</sup></span> Dyslipidaemia, a risk factors for NODAT, plays an established role in the metabolic syndrome.<span><sup>1, 6</sup></span> The use of immunosuppressants, particularly corticosteroids, is known to exacerbate dyslipidaemia and increase the risk of NODAT.<span><sup>7</sup></span> Another risk factor identified was purine and pyrimidine metabolism disorders, suggesting that elevated uric acid levels may contribute to insulin resistance, possibly through hyperuricemia-induced oxidative stress impairing insulin signalling.<span><sup>9</sup></span> However, investigation of pathophysiology goes beyond the scope of this study.</p><p>It is novel that the present study did not find an association between male sex and NODAT, in contrast to established guidelines, which suggested sex-specific differences in NODAT development, with men being more prone to insulin resistance and women to ß-cell dysfunction.<span><sup>1, 10</sup></span> However, previous studies were often limited by small numbers and unequal sex ratios, which may have biased the results.<span><sup>11</sup></span> Also, surprisingly, obesity was reported in only 5.9% of the cohort, which seems low compared with 19% in the German population.<span><sup>12</sup></span> However, DM was an exclusion criterion in our study, and as obesity is closely associated with DM, this might explain the low prevalence of obese patients. 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Abstract

Solid organ transplantation (SOT) is a life-saving procedure for patients with end-stage organ failure, significantly improving both survival rates and quality of life. However, the development of new-onset diabetes mellitus after transplantation (NODAT) is a serious complication, associated with an increased risk of cardiovascular events, infection and reduced graft and patient survival, making early diagnosis and management in the post-transplant period critical.1 The reported incidence of NODAT varies widely, ranging from 10% to 40% in SOT recipients.1 NODAT is of multifactorial origin, including insulin resistance and immunosuppressive-induced β-cell dysfunction, obesity, male sex and magnesium deficiency.1 Early post-transplant hyperglycaemia, which may normalize within weeks, is common in SOT, but the possible persistence with development of NODAT and its risk factors appears to vary widely between transplanted organs.1, 2 Detailed epidemiological and prognostic data on NODAT in a homogeneous cohort comparing different solid organ transplants, remain limited. This study aims to (i) assess the cumulative incidence and time to onset of NODAT up to 5 years in a large nationwide cohort of kidney, liver, heart and lung transplant recipients in Germany. In addition, this study will (ii) identify key demographic and clinical factors to offer a comprehensive understanding of the epidemiology of NODAT and associated risk factors. This research seeks to provide more effective future strategies for early diagnosis and management of NODAT, ultimately improving long-term outcomes for SOT recipients.

This retrospective five-year cohort study evaluated the incidence of and factors associated with new-onset DM in 1517 solid organ transplant recipients from 1293 general German practices. Our study included four different types of organ transplants: kidney, heart, lung and liver. The results revealed a mean incidence of 13.4% for all organ types and a median onset after 426 days of NODAT. Significant factors associated with NODAT development, included age between 51 and 60 years, a history of COPD or undergoing lung transplantation, and pre-existing metabolic disorders such as dyslipidaemia or hyperuricemia. This study reports a cumulative incidence of 13.9% for NODAT over 5 years, with the highest rate of 18.2% after kidney, 16% after lung and 13.6% after heart transplants, is consistent with previously described findings.5, 6 However, we observed a lower prevalence of NODAT after liver transplantation (11.2%), compared with the previously reported 35%, likely due to the exclusion of patients with pre-existing DM.1, 7 NODAT poses serious risks for transplant recipients, including increased cardiovascular events, as long-term hyperglycaemia worsens cardiovascular risk factors, like hypertension or dyslipidaemia.6 Our findings of a high prevalence of hypertension (47.4%) and dyslipidaemia (23.1%) before transplantation underline the importance of regular metabolic risk management. As one significant risk factor for NODAT, age was identified, with the highest cumulative incidence occurring in the 51–60-year age group (18.6%), probably due to age-related declines in insulin sensitivity and ß-cell function.6, 7 The mean time from transplantation to NODAT diagnosis was 426 days, with notable variations across organ types, challenging the conventional belief that NODAT primarily occurs in the immediate post-transplant period.6 The delayed onset of NODAT in lung transplant recipients may be due to factors, like immunosuppressants, weight gain and age-related insulin resistance.8 COPD-related inflammation and corticosteroid use may contribute to pre-transplant insulin resistance, highlighting the unique challenges faced by lung transplant patients.8 Dyslipidaemia, a risk factors for NODAT, plays an established role in the metabolic syndrome.1, 6 The use of immunosuppressants, particularly corticosteroids, is known to exacerbate dyslipidaemia and increase the risk of NODAT.7 Another risk factor identified was purine and pyrimidine metabolism disorders, suggesting that elevated uric acid levels may contribute to insulin resistance, possibly through hyperuricemia-induced oxidative stress impairing insulin signalling.9 However, investigation of pathophysiology goes beyond the scope of this study.

It is novel that the present study did not find an association between male sex and NODAT, in contrast to established guidelines, which suggested sex-specific differences in NODAT development, with men being more prone to insulin resistance and women to ß-cell dysfunction.1, 10 However, previous studies were often limited by small numbers and unequal sex ratios, which may have biased the results.11 Also, surprisingly, obesity was reported in only 5.9% of the cohort, which seems low compared with 19% in the German population.12 However, DM was an exclusion criterion in our study, and as obesity is closely associated with DM, this might explain the low prevalence of obese patients. Several limitations should be acknowledged: As a retrospective cohort study, it is subject to potential selection bias and cannot establish causality. The reliance on ICD-10 codes may vary in accuracy across practices, and some cases may not have been coded. The five-year follow-up period may not capture very late-onset NODAT cases. The generalizability to other organ transplants may be limited. Additionally, we did not account for factors like immunosuppressive regimens, genetics, ethnicity or family history of DM, and the study does not address the impact of NODAT on long-term outcomes.

Our five-year cohort analysis provides novel insights into on status quo and risk factors of NODAT in different solid organ transplant types in Germany. Our results emphasize the need for a personalized long-term follow-up in DM screening in transplant recipients. Integrating these findings to clinical practice will refine screening protocols and help to develop targeted prevention and management strategies crucial for improving long-term outcomes for transplant recipients.

This research did not receive any specific grant from funding agencies in the public, commercial or not-for-profit sectors.

The authors declare no conflict of interest regarding the actual study.

Ethical review and approval were waived for this study, because the database used for analysis contains anonymized electronic patient records. Patient data were analysed in aggregated form without individual data being available.

Individual consent forms were not required or obtained, in accordance with national and European legislation.

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新发糖尿病的发病率和风险因素:德国实体器官移植受者五年随访研究。
实体器官移植(SOT)是一种挽救终末期器官衰竭患者生命的方法,可以显著提高生存率和生活质量。然而,移植后新发糖尿病(NODAT)的发展是一种严重的并发症,可增加心血管事件、感染的风险,降低移植物和患者的生存率,因此在移植后早期诊断和处理至关重要报道的NODAT发病率差异很大,在SOT受者中从10%到40%不等NODAT是多因素的,包括胰岛素抵抗和免疫抑制诱导的β细胞功能障碍、肥胖、男性和缺镁移植后早期高血糖可能在数周内恢复正常,这在SOT中很常见,但随着NODAT的发展,可能持续存在的情况及其危险因素似乎在移植器官之间差异很大。1,2在比较不同实体器官移植的同质队列中,NODAT的详细流行病学和预后数据仍然有限。本研究旨在(i)评估德国全国范围内肾脏、肝脏、心脏和肺移植受者长达5年的NODAT累积发病率和发病时间。此外,本研究将(ii)确定关键的人口统计学和临床因素,以全面了解NODAT的流行病学和相关风险因素。本研究旨在为NODAT的早期诊断和管理提供更有效的未来策略,最终改善SOT接受者的长期预后。这项为期五年的回顾性队列研究评估了来自1293家德国普通医院的1517名实体器官移植受者新发糖尿病的发病率和相关因素。我们的研究包括四种不同类型的器官移植:肾、心、肺和肝。结果显示,所有器官类型的平均发病率为13.4%,中位发病时间为NODAT治疗426天后。与NODAT发生相关的重要因素包括年龄在51 - 60岁之间,有COPD病史或接受过肺移植,以及先前存在的代谢紊乱,如血脂异常或高尿酸血症。本研究报告NODAT在5年内的累计发病率为13.9%,肾脏移植后最高,为18.2%,肺移植后最高,为16%,心脏移植后最高,为13.6%,这与先前的研究结果一致。然而,与之前报道的35%相比,我们观察到肝移植后NODAT的患病率较低(11.2%),这可能是由于排除了已有dm的患者。NODAT对移植受者有严重的风险,包括心血管事件的增加,因为长期高血糖会加重心血管危险因素,如高血压或血脂异常我们发现移植前高血压(47.4%)和血脂异常(23.1%)的高患病率强调了定期代谢风险管理的重要性。年龄是NODAT的一个重要危险因素,51 - 60岁年龄组的累积发病率最高(18.6%),可能是由于年龄相关的胰岛素敏感性和ß-细胞功能下降。从移植到NODAT诊断的平均时间为426天,不同器官类型之间存在显著差异,挑战了NODAT主要发生在移植后立即的传统观点肺移植受者NODAT的延迟发病可能是由于免疫抑制剂、体重增加和年龄相关的胰岛素抵抗等因素所致copd相关炎症和皮质类固醇的使用可能导致移植前胰岛素抵抗,这凸显了肺移植患者面临的独特挑战血脂异常是NODAT的一个危险因素,在代谢综合征中起着既定的作用。1,6免疫抑制剂的使用,特别是皮质类固醇,已知会加剧血脂异常和增加nodat的风险。7另一个确定的风险因素是嘌呤和嘧啶代谢紊乱,这表明尿酸水平升高可能导致胰岛素抵抗,可能是通过高尿酸血症诱导的氧化应激损害胰岛素信号传导然而,病理生理学的研究超出了本研究的范围。新颖的是,目前的研究并没有发现男性性别和NODAT之间的联系,与已建立的指南相反,该指南建议在NODAT的发展中存在性别特异性差异,男性更容易发生胰岛素抵抗,女性更容易发生ß-细胞功能障碍。然而,以前的研究经常受到人数少和性别比例不平等的限制,这可能会使结果有偏差此外,令人惊讶的是,肥胖报告在队列中仅占5.9%,与德国人口的19%相比似乎很低。 12然而,在我们的研究中,糖尿病是一个排除标准,由于肥胖与糖尿病密切相关,这可能解释了肥胖患者患病率低的原因。应承认以下几个局限性:作为一项回顾性队列研究,可能存在选择偏倚,不能确定因果关系。对ICD-10编码的依赖在不同实践中的准确性可能不同,有些病例可能没有编码。5年随访期可能无法捕获非常晚发的NODAT病例。对其他器官移植的推广可能是有限的。此外,我们没有考虑免疫抑制方案、遗传、种族或糖尿病家族史等因素,该研究也没有解决NODAT对长期结果的影响。我们的五年队列分析为德国不同实体器官移植类型中NODAT的现状和危险因素提供了新的见解。我们的研究结果强调了对移植受者糖尿病筛查进行个性化长期随访的必要性。将这些发现整合到临床实践中,将有助于完善筛查方案,并有助于制定有针对性的预防和管理策略,这对改善移植受者的长期预后至关重要。这项研究没有从公共、商业或非营利部门的资助机构获得任何具体的资助。作者声明在实际研究中不存在利益冲突。由于用于分析的数据库包含匿名的电子患者记录,因此本研究的伦理审查和批准被放弃。患者数据以汇总形式进行分析,没有个人数据可用。根据国家和欧洲立法,没有要求或获得个人同意书。
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来源期刊
Diabetes, Obesity & Metabolism
Diabetes, Obesity & Metabolism 医学-内分泌学与代谢
CiteScore
10.90
自引率
6.90%
发文量
319
审稿时长
3-8 weeks
期刊介绍: Diabetes, Obesity and Metabolism is primarily a journal of clinical and experimental pharmacology and therapeutics covering the interrelated areas of diabetes, obesity and metabolism. The journal prioritises high-quality original research that reports on the effects of new or existing therapies, including dietary, exercise and lifestyle (non-pharmacological) interventions, in any aspect of metabolic and endocrine disease, either in humans or animal and cellular systems. ‘Metabolism’ may relate to lipids, bone and drug metabolism, or broader aspects of endocrine dysfunction. Preclinical pharmacology, pharmacokinetic studies, meta-analyses and those addressing drug safety and tolerability are also highly suitable for publication in this journal. Original research may be published as a main paper or as a research letter.
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