A mathematical model for ketosis-prone diabetes suggests the existence of multiple pancreatic β-cell inactivation mechanisms.

IF 6.4 1区 生物学 Q1 BIOLOGY
eLife Pub Date : 2025-07-15 DOI:10.7554/eLife.100193
Sean A Ridout, Priyathama Vellanki, Ilya Nemenman
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引用次数: 0

Abstract

Ketosis-prone diabetes mellitus (KPD) is a subtype of type 2 diabetes, which presents much like type 1 diabetes, with dramatic hyperglycemia and ketoacidosis. Although KPD patients are initially insulin-dependent, after a few months of insulin treatment, roughly 70% undergo near-normoglycemia remission and can maintain blood glucose without insulin, as in early type 2 diabetes or prediabetes. Here, we propose that these phenomena can be explained by the existence of a fast, reversible glucotoxicity process, which may exist in all people but be more pronounced in those susceptible to KPD. We develop a simple mathematical model of the pathogenesis of KPD, which incorporates this assumption, and show that it reproduces the phenomenology of KPD, including variations in the ability for patients to achieve and sustain remission. These results suggest that a variation of our model may be able to quantitatively describe variations in the course of remission among individuals with KPD.

酮症易感性糖尿病的数学模型表明存在多种胰腺β细胞失活机制。
酮症易发型糖尿病(Ketosis-prone diabetes, KPD)是2型糖尿病的一种亚型,其表现与1型糖尿病相似,伴有明显的高血糖和酮症酸中毒。虽然KPD患者最初是胰岛素依赖的,但经过几个月的胰岛素治疗后,大约70%的患者血糖缓解接近正常,并且可以在没有胰岛素的情况下维持血糖,如早期2型糖尿病或前驱糖尿病患者。在这里,我们提出这些现象可以用一个快速的、可逆的糖毒性过程来解释,这个过程可能存在于所有人身上,但在KPD易感人群中更为明显。我们建立了一个简单的KPD发病机制的数学模型,其中包含了这一假设,并表明它再现了KPD的现象学,包括患者实现和维持缓解的能力的变化。这些结果表明,我们模型的变化可能能够定量地描述KPD患者缓解过程中的变化。
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来源期刊
eLife
eLife BIOLOGY-
CiteScore
12.90
自引率
3.90%
发文量
3122
审稿时长
17 weeks
期刊介绍: eLife is a distinguished, not-for-profit, peer-reviewed open access scientific journal that specializes in the fields of biomedical and life sciences. eLife is known for its selective publication process, which includes a variety of article types such as: Research Articles: Detailed reports of original research findings. Short Reports: Concise presentations of significant findings that do not warrant a full-length research article. Tools and Resources: Descriptions of new tools, technologies, or resources that facilitate scientific research. Research Advances: Brief reports on significant scientific advancements that have immediate implications for the field. Scientific Correspondence: Short communications that comment on or provide additional information related to published articles. Review Articles: Comprehensive overviews of a specific topic or field within the life sciences.
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