Identifying Appropriate Height Exponents and the Impact on Diagnosis and Prognosis of Left Ventricular Hypertrophy: the REMODEL Study
Lee, C.; Chan, R.; Toh, D. F.; Kui, M.; Lee, V.; Bryant, J.; Bourbertakh, R.; Lee, C.-H.; Chai, P.; Le, T.-T.; Chin, C. W.
Show abstract
BACKGROUNDLeft ventricular hypertrophy (LVH) is a strong predictor of adverse outcomes. Although normalizing LV mass (LVM) to height exponents reduced variability from body size, specific recommendations for height exponents are lacking due to a scarcity of normal cohorts to define appropriate height exponents. We aimed to demonstrate the diagnostic and prognostic implications of establishing height exponents specific to sex, ethnicity and imaging modality. METHODSNon-overweight/non-obese Asian healthy volunteers (n=416) were used to establish appropriate height exponents. The impact of these height exponents was examined in a separate cohort of Asians with hypertension (n=878). All individuals underwent standardized cardiovascular magnetic resonance. Primary outcome was a composite of acute coronary syndrome, heart failure hospitalization, stroke, and cardiovascular mortality. RESULTSThe height exponents for healthy females and males were 1.57 and 2.33, respectively. LVH was present in 27% of individuals with hypertension when indexed to body surface area (BSA) and 47% when indexed to sex-specific height exponents. Most individuals reclassified to LVH with height exponents were overweight or obese. There were 37 adverse events over 60 (37-73) months of follow-up. Regardless of indexing method, LVH was independently associated with increased adverse events (height exponent hazard ratio (HR): 2.8 [1.25-6.29], P=0.013; BSA HR: 5.43 [2.49-11.8], P<0.001). CONCLUSIONSReference ranges specific to ethnicity, sex and imaging modality are necessary to establish appropriate height exponents. Although utilising height exponents resulted in more LVH reclassification, this did not translate to a notable improvement in event prediction. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=140 SRC="FIGDIR/small/24303583v1_ufig1.gif" ALT="Figure 1"> View larger version (31K): org.highwire.dtl.DTLVardef@447957org.highwire.dtl.DTLVardef@17a4d40org.highwire.dtl.DTLVardef@65cf91org.highwire.dtl.DTLVardef@1e39d1_HPS_FORMAT_FIGEXP M_FIG Graphical Abstract In this cardiovascular magnetic resonance study, the appropriate height exponents were 1.57 in Asian females and 2.33 in Asian males. Normalizing to height exponents increased the diagnosis of hypertensive left ventricular hypertrophy (LVH), predominantly in those who were overweight and obese. Regardless of the method of indexing, LVH was associated with adverse primary and secondary outcomes. C_FIG
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Carotid Intima-media thickness, carotid distensibility and incident heart failure in older men: The British Regional Heart Study 95%
- Development and validation of imaging-free myocardial fibrosis prediction models, association with outcomes, and sample size estimation for phase 3 trials 95%
- An International Longitudinal Natural History Study of Danon Disease Patients: Unique Cardiac Trajectories Identified Based on Sex and Heart Failure Outcomes 94%
Similar papers in this journal
- Clinical presentation, disease course and outcome of COVID-19 in hospitalized patients with and without pre-existing cardiac disease – a cohort study across sixteen countries 93%
- Right Ventricular Dysfunction: An Overlooked Predictor of Sudden Cardiac Death and Arrhythmic Events -- A Meta-Analysis 93%
- AORTA Gene: Polygenic prediction improves detection of thoracic aortic aneurysm 93%
Similar papers in this journal
- Fragmented QRS is independently predictive of long-term adverse clinical outcomes in Asian patients hospitalized for heart failure: a retrospective cohort study 94%
- Algorithm for Predicting Valvular Heart Disease from Heart Sounds in an Unselected Cohort 94%
- Right Heart Remodeling in End-Stage Pulmonary Arterial Hypertension and the Impact of Treatment Intensity 94%
Similar papers in this journal
- Multiple Biomarkers to Predict Major Adverse Cardiovascular Events in Patients With Coronary Chronic Total Occlusions 96%
- Prognostic value of compact myocardial thinning in patients with left ventricular non-compaction 95%
- Investigating Electrocardiographic Abnormalities in Patients with Coronary Microvascular Dysfunction 95%
Similar papers in this journal
- Endothelial Function: A Novel Marker to Evaluate the Prognosis of Heart Failure with Reduced Ejection Fraction 96%
- Genetic deletion of cytoglobin exacerbates cardiac hypertrophy and inhibits cardiac fibroblast activation independent of changes in blood pressure 94%
- Relative contributions of correcting the diet and voluntary exercise to myocardial recovery in a two-hit murine model of heart failure with preserved ejection fraction. 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.