Abstract 4355216: Nonlinear mixed effect modeling of natriuretic peptides and associations with clinical events in interstage infants with single ventricle heart disease

Introduction: Infants with single ventricle disease experience high morbidity and mortality, especially in the interstage period between the first and second palliative surgery. Identifying high-risk infants may prompt interventions and improve outcomes. Myocardial stress or stretch triggers release of natriuretic peptides (N-terminal pro-brain natriuretic peptide [NTproBNP]; mid-regional pro-atrial natriuretic peptide [MRproANP]) that may be used as biomarkers. We modeled longitudinal biomarker trajectories and aimed to understand how these relate to clinical events in interstage infants. Methods: We prospectively collected biomarker samples from interstage infants enrolled in a prospective, multicenter study (NCT03877965), excluding preterm infants, those with creatinine >2mg/dL, and those on extracorporeal support. We performed nonlinear mixed effect modeling in NONMEM to describe the two phases of biomarker decline and evaluated covariate effects. We explored associations between model parameters, biomarker concentrations, and clinical events. Results: Across 10 sites, 50 infants contributed 142 MRproANP and 151 NTproBNP plasma samples in the interstage period. Table 1 shows cohort characteristics and clinical events. There was a >15x faster decline in biomarker concentrations in the first month after stage 1 palliation (S1P) which then slowed ( Figure 1A ). A biexponential model ( Table 2 ) with fast and slow elimination phases after S1P best described these trajectories. The coefficient of the slow elimination phase (ECH) of both biomarkers trended higher for in infants who died (median [range] MRproANP 610 [593, 628] v 492 [329, 1309] pmol/L; p=0.05; NTproBNP 13,199 [12,179, 14,219] v 8538 [2838, 27,523] pg/mL, p=0.14; Figure 1B/C ). Absolute NTproBNP concentrations were higher 15-28 days after S1P (14185 [12627, 15743] v 6822 [1672, 17997] pg/mL) in infants who died. Absolute MRproANP and NTproBNP concentrations at 29-60 days after S1P were lower in those with tachyarrhythmias, (219 [192, 411] v 508 [258, 2755] pmol/L; 2977 [939, 5177] v 8341 [726, 65078] pg/mL). Absolute MRproANP concentrations in the same timeframe were higher in those with bradyarrhythmias (704 [369, 2755] v 494 [192, 1191] pmol/L). Conclusion: A biexponential model described biomarker trajectories. An elevated ECH may identify interstage infants at increased risk of death. Utility of serial biomarker measurement to evaluate biomarker trajectories should be explored in future studies.

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Journal
Circulation
Published
2025-11-03
DOI
https://doi.org/10.1161/circ.152.suppl_3.4355216
Primary Topic
Heart Failure Treatment and Management
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article
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article

Abstract 4355216: Nonlinear mixed effect modeling of natriuretic peptides and associations with clinical events in interstage infants with single ventricle heart disease

Erica Del Grippo, Denise Suttner, Chi Dang Hornik, Elizabeth J. Thompson et al.
Circulation
Heart Failure Treatment and Management
article

Abstract 4355216: Nonlinear mixed effect modeling of natriuretic peptides and associations with clinical events in interstage infants with single ventricle heart disease

Erica Del Grippo, Denise Suttner, Chi Dang Hornik, Elizabeth J. Thompson, Pirooz Eghtesady, Henry P. Foote, Alexis Benscoter, Danyal Khan, Kiona Y. Allen, Christoph Hornik, Brett R. Anderson, Nancy Halnon, Karan R. Kumar, John Costello, Anil R. Maharaj, Rodrigo Gonzalez Ramirez
article en

Abstract

Introduction: Infants with single ventricle disease experience high morbidity and mortality, especially in the interstage period between the first and second palliative surgery. Identifying high-risk infants may prompt interventions and improve outcomes. Myocardial stress or stretch triggers release of natriuretic peptides (N-terminal pro-brain natriuretic peptide [NTproBNP]; mid-regional pro-atrial natriuretic peptide [MRproANP]) that may be used as biomarkers. We modeled longitudinal biomarker trajectories and aimed to understand how these relate to clinical events in interstage infants. Methods: We prospectively collected biomarker samples from interstage infants enrolled in a prospective, multicenter study (NCT03877965), excluding preterm infants, those with creatinine >2mg/dL, and those on extracorporeal support. We performed nonlinear mixed effect modeling in NONMEM to describe the two phases of biomarker decline and evaluated covariate effects. We explored associations between model parameters, biomarker concentrations, and clinical events. Results: Across 10 sites, 50 infants contributed 142 MRproANP and 151 NTproBNP plasma samples in the interstage period. Table 1 shows cohort characteristics and clinical events. There was a >15x faster decline in biomarker concentrations in the first month after stage 1 palliation (S1P) which then slowed ( Figure 1A ). A biexponential model ( Table 2 ) with fast and slow elimination phases after S1P best described these trajectories. The coefficient of the slow elimination phase (ECH) of both biomarkers trended higher for in infants who died (median [range] MRproANP 610 [593, 628] v 492 [329, 1309] pmol/L; p=0.05; NTproBNP 13,199 [12,179, 14,219] v 8538 [2838, 27,523] pg/mL, p=0.14; Figure 1B/C ). Absolute NTproBNP concentrations were higher 15-28 days after S1P (14185 [12627, 15743] v 6822 [1672, 17997] pg/mL) in infants who died. Absolute MRproANP and NTproBNP concentrations at 29-60 days after S1P were lower in those with tachyarrhythmias, (219 [192, 411] v 508 [258, 2755] pmol/L; 2977 [939, 5177] v 8341 [726, 65078] pg/mL). Absolute MRproANP concentrations in the same timeframe were higher in those with bradyarrhythmias (704 [369, 2755] v 494 [192, 1191] pmol/L). Conclusion: A biexponential model described biomarker trajectories. An elevated ECH may identify interstage infants at increased risk of death. Utility of serial biomarker measurement to evaluate biomarker trajectories should be explored in future studies.

CirculationVol. 152(Suppl_3)
Cincinnati Children's Hospital Medical Center (US), Lurie Children's Hospital (US), University of British Columbia (CA), Medical University of South Carolina (US), Washington University in St. Louis (US), UCLA Medical Center (US), Rady Children's Hospital-San Diego (US), Clinical Research Institute (US), Duke Medical Center (US), Miami Children's Hospital (US), Icahn School of Medicine at Mount Sinai (US)
Openalex Percentile: Top 51%
Heart Failure Treatment and Management
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