Thursday, November 21, 2024
11/21/2024
PROJECT SUMMARY The Systolic Blood Pressure Intervention Trial (SPRINT) demonstrated that intensive blood pressure (BP) targets significantly reduced risks of cardiovascular disease (CVD) and mortality, leading to new guidelines recommending a lower BP target of <130/80 mm Hg. However, intensive BP targets may increase the risk of adverse events from antihypertensive therapy. With widespread adoption of the new BP guidelines, there is an urgent need to evaluate whether there are subgroups of patients who may have an unfavorable balance of benefits and harms from intensive BP lowering. We propose an innovative approach to risk stratification that integrates traditional risk factors with novel information gleaned from mitochondrial DNA (mtDNA). Mitochondria are intracellular organelles that are essential for energy metabolism and stress adaptation. In animal models, mitochondrial dysfunction plays a fundamental role in aging, CVD, and neurodegenerative diseases. Because mitochondrial metabolism is vital to adapt positively to bioenergetic stressors such as BP lowering, measures of mitochondrial health may help to predict beneficial and adverse outcomes among adults undergoing intensive treatment for hypertension. Recent observational studies have linked novel mtDNA measures with several age-related outcomes, including risks of CVD, hypertension, death, dementia, and reduced functional status. However, the optimal methods for integrating data across the mitochondrial genome have not been established, nor have prior studies investigated the utility of mtDNA measures for identification of subgroups who may derive greatest benefits or harms from intensive BP targets. This proposal will leverage next-gen sequencing technology and machine learning analytics to develop and validate mtDNA risk scores that predict CVD risk, mortality risk, and longitudinal changes in cognitive and physical function in older adults. Our first Aim will implement a biologically-informed neural network among participants of the Health, Aging, and Body Composition Study (Health ABC; N=3,075) and the Lifestyle Interventions and Independence for Elders Study (LIFE; N=1,755) to develop two mtDNA risk scores for prediction of CVD and cognitive and physical function outcomes, while accounting for the competing risk of death. Our second and third Aims will validate these mtDNA risk scores in two landmark trials that evaluated the impact of intensive vs standard BP targets on cardiovascular outcomes: SPRINT (N=9,361) and Action to Control Cardiovascular Risk in Diabetes (ACCORD; N=2,488). We will then examine whether mitochondrial risk, assessed by these mtDNA scores, modifies the efficacy or safety of the BP interventions. This work will: 1) develop innovative methods for analysis of mitochondrial genomic data; 2) provide novel hypotheses regarding pathways linking mitochondrial health, CVD risk and functional status; and 3) explore the potential of mtDNA measures for personalized health interventions in older adults.
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