Insights into Insulin Resistance and Calcification in the Myocardium in Type 2 Diabetes: A Coronary Artery Analysis.
Queralt Martín-SaladichRafael SimòSantiago Aguade-BruixOlga Simó-ServatCarolina Aparicio-GómezCristina HernándezClara Ramirez-SerraMaría Nazarena PizziAlbert RoqueMiguel A González BallesterJosé Raúl HerancePublished in: International journal of molecular sciences (2023)
Type 2 diabetes (T2D) is responsible for high incidence of cardiovascular (CV) complications leading to heart failure. Coronary artery region-specific metabolic and structural assessment could provide deeper insight into the extent of the disease and help prevent adverse cardiac events. Therefore, in this study, we aimed at investigating such myocardial dynamics for the first time in insulin-sensitive (mIS) and insulin-resistant (mIR) T2D patients. We targeted global and region-specific variations using insulin sensitivity (IS) and coronary artery calcifications (CACs) as CV risk factor in T2D patients. IS was computed using myocardial segmentation approaches at both baseline and after an hyperglycemic-insulinemic clamp (HEC) on [ 18 F]FDG-PET images using the standardized uptake value (SUV) (ΔSUV = SUV HEC - SUV BASELINE ) and calcifications using CT Calcium Scoring. Results suggest that some communicating pathways between response to insulin and calcification are present in the myocardium, whilst differences between coronary arteries were only observed in the mIS cohort. Risk indicators were mostly observed for mIR and highly calcified subjects, which supports previously stated findings that exhibit a distinguished exposure depending on the impairment of response to insulin, while projecting added potential complications due to arterial obstruction. Moreover, a pattern relating calcification and T2D phenotypes was observed suggesting the avoidance of insulin treatment in mIS but its endorsement in mIR subjects. The right coronary artery displayed more ΔSUV, whilst plaque was more present in the circumflex. However, differences between phenotypes, and therefore CV risk, were associated to left descending artery (LAD) translating into higher CACs regarding IR, which could explain why insulin treatment was effective for LAD at the expense of higher likelihood of plaque accumulation. Personalized approaches to assess T2D may lead to more efficient treatments and risk-prevention strategies.
Keyphrases
- type diabetes
- coronary artery
- glycemic control
- insulin resistance
- end stage renal disease
- chronic kidney disease
- pulmonary artery
- risk factors
- heart failure
- cell proliferation
- long non coding rna
- left ventricular
- cardiovascular disease
- newly diagnosed
- coronary artery disease
- ejection fraction
- prognostic factors
- positron emission tomography
- computed tomography
- long noncoding rna
- deep learning
- peritoneal dialysis
- emergency department
- weight loss
- drug delivery
- metabolic syndrome
- convolutional neural network
- patient reported outcomes
- polycystic ovary syndrome
- climate change
- pet ct
- pulmonary arterial hypertension
- transcatheter aortic valve replacement
- aortic stenosis
- patient reported