Microbiome–Metabolome Axis in BALF Reveals Novel Diagnostic Biomarkers for Congenital Heart Disease-Associated Pulmonary Arterial Hypertension

<b>Background:</b> Early identification of irreversible pulmonary vascular remodeling in congenital heart disease-associated pulmonary arterial hypertension (C-PAH) is critical for optimizing surgical timing. Current noninvasive diagnostic methods are inadequate, and the lung microbiome and metabolome may provide novel insights into disease progression. <b>Methods:</b> We analyzed bronchoalveolar lavage fluid (BALF) from 47 children, including those with C-PAH (n = 15), CHD without PAH (C-NPAH, n = 16), and healthy controls (n = 16), using 16S rRNA gene sequencing and untargeted metabolomics. Differential microbial taxa and metabolites were identified, and their interactions with clinical indicators were assessed via Random Forest (RF) and Mediation Analysis. <b>Results:</b> C-PAH patients exhibited airway microbial dysbiosis, characterized by an elevated Firmicutes/Bacteroidetes (F/B) ratio and increased abundance of <i>g_Lactobacillus</i>. Metabolomic profiling revealed 88 differential metabolites between C-PAH and controls, and 3 between C-PAH and C-NPAH. N1-methylnicotinamide (MNAM) and 2-piperidone emerged as potential biomarkers. Mediation analysis showed that <i>g_Eikenella</i> influenced PAH indirectly through 2-piperidone (β = -0.376, <i>p</i> = 0.026), indicating a microbe-metabolite-host interaction. <b>Conclusions:</b> Integrative microbiome-metabolome profiling of BALF reveals potential biomarkers for C-PAH. These findings provide exploratory evidence that microbial and metabolic biomarkers, particularly 2-piperidone and MNAM, hold potential for the early, noninvasive identification of irreversible pulmonary vascular remodeling, but require further validation in independent cohorts.

Authors

Institutions

Publication Details

Journal
Journal of Cardiovascular Development and Disease
Published
2026-01-06
DOI
https://doi.org/10.3390/jcdd13010032
Primary Topic
Pulmonary Hypertension Research and Treatments
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Microbiome–Metabolome Axis in BALF Reveals Novel Diagnostic Biomarkers for Congenital Heart Disease-Associated Pulmonary Arterial Hypertension

Wenting Gui, Y. Zhou, J. Chen, Jiahui Xie et al.
Journal of Cardiovascular Development and Disease
Pulmonary Hypertension Research and Treatments
article

Microbiome–Metabolome Axis in BALF Reveals Novel Diagnostic Biomarkers for Congenital Heart Disease-Associated Pulmonary Arterial Hypertension

Wenting Gui, Y. Zhou, J. Chen, Jiahui Xie, Zidan Zhang, Runwei Ma, Liming Cheng, Xiaoyu Zhang, Kai Liu
article en

Abstract

<b>Background:</b> Early identification of irreversible pulmonary vascular remodeling in congenital heart disease-associated pulmonary arterial hypertension (C-PAH) is critical for optimizing surgical timing. Current noninvasive diagnostic methods are inadequate, and the lung microbiome and metabolome may provide novel insights into disease progression. <b>Methods:</b> We analyzed bronchoalveolar lavage fluid (BALF) from 47 children, including those with C-PAH (n = 15), CHD without PAH (C-NPAH, n = 16), and healthy controls (n = 16), using 16S rRNA gene sequencing and untargeted metabolomics. Differential microbial taxa and metabolites were identified, and their interactions with clinical indicators were assessed via Random Forest (RF) and Mediation Analysis. <b>Results:</b> C-PAH patients exhibited airway microbial dysbiosis, characterized by an elevated Firmicutes/Bacteroidetes (F/B) ratio and increased abundance of <i>g_Lactobacillus</i>. Metabolomic profiling revealed 88 differential metabolites between C-PAH and controls, and 3 between C-PAH and C-NPAH. N1-methylnicotinamide (MNAM) and 2-piperidone emerged as potential biomarkers. Mediation analysis showed that <i>g_Eikenella</i> influenced PAH indirectly through 2-piperidone (β = -0.376, <i>p</i> = 0.026), indicating a microbe-metabolite-host interaction. <b>Conclusions:</b> Integrative microbiome-metabolome profiling of BALF reveals potential biomarkers for C-PAH. These findings provide exploratory evidence that microbial and metabolic biomarkers, particularly 2-piperidone and MNAM, hold potential for the early, noninvasive identification of irreversible pulmonary vascular remodeling, but require further validation in independent cohorts.

Journal of Cardiovascular Development and DiseaseVol. 13(1)
Chinese Academy of Medical Sciences & Peking Union Medical College (CN), Kunming Medical University (CN), Fuwai Yunnan Cardiovascular Hospital (CN), Kunming Children's Hospital (CN)
Good health and well-being
Openalex Percentile: Top 95%
Pulmonary Hypertension Research and Treatments
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.