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American Heart Association

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Final ID: P2105

Polygenic risk scores for obstructive sleep apnea relying separately on BMI- adjusted and -unadjusted genetic associations reveal separate pathways of cardiovascular disease risk

Abstract Body: Background: OSA is a heterogeneous disease, with obesity a significant risk factor in many but not all cases of OSA, via increased airway collapsibility, reduced lung volumes, and possibly body fat distribution.

Research question: We sought to develop PRSs that summarize the genetic liability to OSA that include and exclude obesity related pathways, and to study the associations of these PRSs with OSA comorbid cardiometabolic and CVD outcomes.

Approach: Using 1.2 million race/ethnic diverse samples from the Million Veteran Program, FinnGen, TOPMed, All of Us (AoU), Geisinger’s MyCode, MGB Biobank, and the Human Phenotype Project (HPP), we developed, selected, and assessed PRSs for OSA, relying on genome wide association studies both adjusted and unadjusted for BMI: BMIadjOSA and BMIunadjOSA PRS. We tested their associations with cardiometabolic and CVD outcomes in AoU.

Results: In association with OSA, adjusted odds ratios (ORs) per 1 standard deviation of the PRSs ranged from 1.38 to 2.75, all statistically significant (Figure). The associations of BMIadjOSA and BMIunadjOSA PRSs with CVD outcomes in AoU shared both common and distinct patterns. For example, BMIunadjOSA PRS was associated with type 2 diabetes, heart failure, and coronary artery disease, but the associations of BMIadjOSA PRS with these outcomes were statistically insignificant with estimated OR close to 1. In contrast, both BMIadjOSA and BMIunadjOSA PRSs were associated with hypertension and stroke. Sex stratified analyses revealed that BMIadjOSA PRS association with hypertension was driven by data from females: females had OR=1.1, p-value=0.002, but males OR=1.01 and statistically insignificant.

OSA PRSs were also associated with dual-energy X-ray absorptiometry (DXA) body fat measures. In BMI adjusted analysis, BMIadjOSA PRS was associated with higher visceral adipose tissue (VAT) proportion of total body fat mass (TFM), with lower proportion of gynoid fat mass out of TFM, higher proportion of android fat mass out of TFM, and lower gynoid to android fat mass. In females only, the PRS was associated with higher VAT to SAT ratio (Figure).

Conclusions: Distinct components of OSA genetic risk are related to obesity and body fat distribution, and may influence clinical outcomes. These may explain differing OSA risk and associations with cardiometabolic and CVD morbidities between sex groups.
  • Sofer, Tamar  ( Beth Israel Deaconess Medical Cente , Boston , Massachusetts , United States )
  • Raffield, Laura  ( University of North Carolina at Chapel Hill , Chapel Hill , North Carolina , United States )
  • Rotter, Jerome  ( The Lundquist Institute , Torrance , California , United States )
  • Rich, Stephen  ( UNIVERSITY VIRGINIA , Charlottesville , Virginia , United States )
  • Gharib, Sina  ( University of Washington , Seattle , Washington , United States )
  • Bartz, Traci  ( University of Washington , Seattle , Washington , United States )
  • Liu, Peter  ( The Lundquist Institute , Torrance , California , United States )
  • Chen, Han  ( Univ. of Texas H Sci Ctr at Houston , Houston , Texas , United States )
  • Hou, Lifang  ( NORTHWESTERN UNIVERSITY , Chicago , Illinois , United States )
  • Levy, Daniel  ( National Heart Lung and Blood Institute , Bethesda , Maryland , United States )
  • Morrison, Alanna  ( UNIV OF TX HLTH SCI CNTR AT HOUSTON , Houston , Texas , United States )
  • Kurniansyah, Nuzulul  ( Brigham and Women's Hospital , Boston , Massachusetts , United States )
  • Ochs-balcom, Heather  ( University at Buffalo, SUNY , Buffalo , New York , United States )
  • Wilson, Peter  ( Atlanta VAMC , Decatur , Georgia , United States )
  • Pack, Allan  ( University of Pennsylvania , Philadelphia , Pennsylvania , United States )
  • Ollila, Hanna  ( Helsinki Institute of Life Science , Helsinki , Finland )
  • Redline, Susan  ( Brigham and Women's Hospital , Boston , Massachusetts , United States )
  • Gottlieb, Daniel  ( Brigham and Women's Hospital , Boston , Massachusetts , United States )
  • Strausz, Satu  ( Helsinki Institute of Life Science , Helsinki , Finland )
  • Justice, Anne  ( Geisinger , Danville , Pennsylvania , United States )
  • Hrytsenko, Yana  ( Beth Israel Deaconess Medical Cente , Boston , Massachusetts , United States )
  • Cade, Brian  ( BRIGHAM AND WOMENS HOSPITAL , Boston , Massachusetts , United States )
  • Moll, Matthew  ( Harvard Medical School , Boston , Massachusetts , United States )
  • Haring, Bernard  ( Saarland University Medical Center , Homburg , Germany )
  • Jung, Su Yon  ( UCLA , Los Angeles , California , United States )
  • Author Disclosures:
    Tamar Sofer: DO NOT have relevant financial relationships | Laura Raffield: DO NOT have relevant financial relationships | Jerome Rotter: No Answer | Stephen Rich: DO NOT have relevant financial relationships | Sina Gharib: No Answer | Traci Bartz: No Answer | Peter Liu: No Answer | Han Chen: No Answer | Lifang Hou: No Answer | Daniel Levy: No Answer | Alanna Morrison: No Answer | Nuzulul Kurniansyah: No Answer | Heather Ochs-Balcom: DO NOT have relevant financial relationships | PETER WILSON: No Answer | Allan Pack: No Answer | Hanna Ollila: No Answer | Susan Redline: No Answer | Daniel Gottlieb: DO have relevant financial relationships ; Consultant:Apnimed, Inc.:Active (exists now) ; Consultant:Signifier Medical Technologies, Inc.:Past (completed) | Satu Strausz: No Answer | Anne Justice: No Answer | Yana Hrytsenko: No Answer | Brian Cade: No Answer | Matthew Moll: No Answer | Bernard Haring: DO NOT have relevant financial relationships | Su Yon Jung: DO NOT have relevant financial relationships
Meeting Info:
Session Info:

PS02.12 Omics (Genetic)

Friday, 03/07/2025 , 05:00PM - 07:00PM

Poster Session

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