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数学建模揭示了肥胖青春期女孩中胰岛素作用模型对甘油和葡萄糖的不同动态变化。

Mathematical modeling reveals differential dynamics of insulin action models on glycerol and glucose in adolescent girls with obesity.

作者信息

Hampton Griffin S, Bartlette Kai, Nadeau Kristen J, Cree-Green Melanie, Diniz Behn Cecilia

机构信息

Department of Applied Mathematics and Statistics, Colorado School of Mines, Golden, CO, United States.

Division of Pediatric Endocrinology, University of Colorado Anschutz Medical Campus, Aurora, CO, United States.

出版信息

Front Physiol. 2022 Aug 5;13:895118. doi: 10.3389/fphys.2022.895118. eCollection 2022.

Abstract

Under healthy conditions, the pancreas responds to a glucose challenge by releasing insulin. Insulin suppresses lipolysis in adipose tissue, thereby decreasing plasma glycerol concentration, and it regulates plasma glucose concentration through action in muscle and liver. Insulin resistance (IR) occurs when more insulin is required to achieve the same effects, and IR may be tissue-specific. IR emerges during puberty as a result of high concentrations of growth hormone and is worsened by youth-onset obesity. Adipose, liver, and muscle tissue exhibit distinct dose-dependent responses to insulin in multi-phase hyperinsulinemic-euglycemic (HE) clamps, but the HE clamp protocol does not address potential differences in the dynamics of tissue-specific insulin responses. Changes to the dynamics of insulin responses would alter glycemic control in response to a glucose challenge. To investigate the dynamics of insulin acting on adipose tissue, we developed a novel differential-equations based model that describes the coupled dynamics of glycerol concentrations and insulin action during an oral glucose tolerance test in female adolescents with obesity and IR. We compared these dynamics to the dynamics of insulin acting on muscle and liver as assessed with the oral minimal model applied to glucose and insulin data collected under the same protocol. We found that the action of insulin on glycerol peaks approximately 67 min earlier ( < 0.001) and follows the dynamics of plasma insulin more closely compared to insulin action on glucose as assessed by the parameters representing the time constants for insulin action on glucose and glycerol ( < 0.001). These findings suggest that the dynamics of insulin action show tissue-specific differences in our IR adolescent population, with adipose tissue responding to insulin more quickly compared to muscle and liver. Improved understanding of the tissue-specific dynamics of insulin action may provide novel insights into the progression of metabolic disease in patient populations with diverse metabolic phenotypes.

摘要

在健康状态下,胰腺通过释放胰岛素对葡萄糖刺激做出反应。胰岛素抑制脂肪组织中的脂肪分解,从而降低血浆甘油浓度,并通过在肌肉和肝脏中的作用调节血浆葡萄糖浓度。当需要更多胰岛素才能达到相同效果时,就会出现胰岛素抵抗(IR),并且IR可能具有组织特异性。由于生长激素浓度高,IR在青春期出现,并因青少年期肥胖而恶化。在多阶段高胰岛素正常血糖(HE)钳夹试验中,脂肪、肝脏和肌肉组织对胰岛素表现出不同的剂量依赖性反应,但HE钳夹方案并未考虑组织特异性胰岛素反应动力学的潜在差异。胰岛素反应动力学的变化会改变对葡萄糖刺激的血糖控制。为了研究胰岛素作用于脂肪组织的动力学,我们开发了一种基于微分方程的新型模型,该模型描述了肥胖和IR的女性青少年口服葡萄糖耐量试验期间甘油浓度和胰岛素作用的耦合动力学。我们将这些动力学与通过应用于在相同方案下收集的葡萄糖和胰岛素数据的口服最小模型评估的胰岛素作用于肌肉和肝脏的动力学进行了比较。我们发现,与通过代表胰岛素作用于葡萄糖和甘油的时间常数的参数评估的胰岛素对葡萄糖的作用相比,胰岛素对甘油的作用峰值提前约67分钟(<0.001),并且更紧密地跟随血浆胰岛素的动力学(<0.001)。这些发现表明,在我们的IR青少年人群中,胰岛素作用的动力学表现出组织特异性差异,与肌肉和肝脏相比,脂肪组织对胰岛素的反应更快。对胰岛素作用的组织特异性动力学的更好理解可能为具有不同代谢表型的患者群体中代谢疾病的进展提供新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b6da/9388790/62b3e7efa259/fphys-13-895118-g001.jpg

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