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Biomedical subjects

Philip Greenland

Publications and source records attributed to Philip Greenland.

2 recordsLinked to original sources

Plasma proteomics and coronary artery calcium score: synergistic, concordant and contrasting predictions of cardiovascular outcomes in The Multi-Ethnic Study of Atherosclerosis.

BACKGROUND: Coronary artery calcium (CAC) scores inform subclinical atherosclerotic cardiovascular disease (ASCVD) burden, helping guide preventative treatments. However, prediction of cardiovascular (CV) events by CAC is largely limited to ASCVD outcomes. This study investigated whether a previously validated proteomic test for predicting a broad composite of four-year CV events could enhance the prognostic utility of CAC. METHODS: We used a 27-protein CV risk score (Prot-CVR), derived from ~5,000 SomaScan&#x2122; Assay plasma protein measurements, to predict four-year risk of a composite CV and mortality outcome (myocardial infarction, stroke/TIA, heart failure hospitalization, death) in 2,122 participants with &#x2265;1 CV risk factors from the Multi-Ethnic Study of Atherosclerosis (MESA) observational cohort at exam 5 and compared predictions to CAC Agatston scores. Discriminatory performance was assessed using C-Index and 4-year area under the curve (AUC). Cox Proportional Hazard (CoxPH) ratios were calculated for the composite outcome, ASCVD outcome (myocardial infarction, resuscitated cardiac arrest, stroke, coronary heart disease death), and individual events. Changes in Prot-CVR and CAC scores from baseline to MESA exam 5 (+10-years) in CV event versus event-free participants were assessed using 2-tailed paired t-tests. CoxPH regression models of CV event status distributed by Prot-CVR, CAC, and relevant co-variates were evaluated for performance relative to individual models. RESULTS: Individual Prot-CVR and CAC models predicting the composite outcome had comparable 4-year AUCs, but Prot-CVR had a higher C-index (0.68 (0.65-0.70) versus 0.63 (0.60-0.65), p=0.001) and greater hazard ratios for the composite outcome (p<0.001), death (p<0.001), and heart failure (p=0.015). A combined CoxPH model of Prot-CVR + CAC + Age had a higher 4-year AUC (0.72, p<0.05) and C-Index (0.71, p<0.05) than Prot-CVR or CAC alone. Both Prot-CVR and CAC scores detected an increase in risk prior to an approaching CV event in ~10-year sensitivity-to-change analysis. For 49.6% of MESA population with CAC=0 at baseline, Prot-CVR was greater in composite event versus event free participants at 4 years (0.23 versus 0.15, p=0.006) and full follow-up (0.18 versus 0.13, p<0.001). CONCLUSION: Protein testing complements CAC for CV risk assessment although the improvement is modest. Prot-CVR may resolve which patients with CAC=0 are at heightened CV risk.

Journal Article

Blood Pressure Genetic Risk and Incident Hypertension at 2 to 7 Years Post Partum.

IMPORTANCE: Hypertensive disorders of pregnancy (HDP; ie, preeclampsia/eclampsia and gestational hypertension) are associated with earlier development of chronic hypertension. Whether genetic risk for high systolic blood pressure (SBP) can stratify risk of new-onset hypertension after pregnancy is unclear. OBJECTIVE: To test the association of genetic risk for high SBP with new-onset hypertension at 2 to 7 years after delivery, independent of clinical characteristics and HDP history. DESIGN, SETTING, AND PARTICIPANTS: This was a cohort study of women enrolled during pregnancy between 2010 and 2013 and followed up at 2 to 7 years post partum. Included in the study were genotyped participants without pregestational chronic hypertension in the Nulliparous Pregnancy Outcomes Study: Monitoring Mothers-to-Be (nuMoM2b) Heart Health Study. The setting included 8 US clinical sites. Study data were analyzed from October 2024 to January 2026. EXPOSURES: SBP genetic risk was calculated using a genome-wide SBP polygenic score and categorized as low (bottom quintile), intermediate (quintiles 2-4) or high (top quintile). MAIN OUTCOMES AND MEASURES: The primary outcome was stage 1+ hypertension (&#x2265;130/80 mm Hg or use of antihypertensive medication) at 2 to 7 years post partum. Logistic regression tested the association of SBP genetic risk with development of hypertension, adjusted for sociodemographic factors, prepregnancy diabetes, first-trimester BP, HDP history, and postpartum body mass index (BMI). Key secondary analyses were stratified by HDP history and compared population attributable risk for high SBP genetic risk, HDP history, and postpartum BMI. RESULTS: Among 2852 participants (mean [SD] age, 30.8 [5.5] years; 353 [12.4%] with prior HDP), 509 (17.8%) developed hypertension by 2 to 7 years (mean [SD], 3.2 [0.9] years) after delivery. SBP genetic risk was independently associated with incident hypertension (high vs low SBP genetic risk: adjusted odds ratio [aOR], 1.50; 95% CI, 1.09-2.07; P&#x2009;=&#x2009;.01). In stratified analyses, SBP genetic risk was associated with incident hypertension in those without prior HDP (aOR, 1.25; 95% CI, 1.12-1.40 per SD; P&#x2009;<&#x2009;.001) but not in those with prior HDP (aOR, 1.01; 95% CI, 0.79-1.28 per SD; P&#x2009;=&#x2009;.92; P for interaction&#x2009;=&#x2009;.10). High SBP genetic risk, HDP history, and BMI greater than or equal to 25 (calculated as weight in kilograms divided by height in meters squared) accounted for 4.7%, 10.8%, and 41.5%, respectively, of population attributable risk for hypertension. CONCLUSIONS AND RELEVANCE: Results of this cohort study reveal that higher SBP genetic risk was independently associated with higher risk of developing new-onset hypertension 2 to 7 years after delivery. However, HDP history and elevated BMI were more important contributors to hypertension risk.

Humans