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Mathematical modeling reveals differential dynamics of insulin action models on glycerol and glucose in adolescent girls with obesity.
Hampton, Griffin S; Bartlette, Kai; Nadeau, Kristen J; Cree-Green, Melanie; Diniz Behn, Cecilia.
Affiliation
  • Hampton GS; Department of Applied Mathematics and Statistics, Colorado School of Mines, Golden, CO, United States.
  • Bartlette K; Department of Applied Mathematics and Statistics, Colorado School of Mines, Golden, CO, United States.
  • Nadeau KJ; Division of Pediatric Endocrinology, University of Colorado Anschutz Medical Campus, Aurora, CO, United States.
  • Cree-Green M; Ludeman Center for Women's Health Research, University of Colorado Anschutz Medical Campus, Aurora, CO, United States.
  • Diniz Behn C; Division of Pediatric Endocrinology, University of Colorado Anschutz Medical Campus, Aurora, CO, United States.
Front Physiol ; 13: 895118, 2022.
Article in En | MEDLINE | ID: mdl-35991189
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 (p < 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 (p < 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.
Key words

Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies Language: En Journal: Front Physiol Year: 2022 Document type: Article Affiliation country: United States Country of publication: Switzerland

Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies Language: En Journal: Front Physiol Year: 2022 Document type: Article Affiliation country: United States Country of publication: Switzerland