Biology subjects

Manning, E. P.

Publications and source records attributed to Manning, E. P..

11 recordsLinked to original sources

bioRxiv2026

Crystalline silica exposure causes latent biomechanical abnormalities along the cardiopulmonary axis

Rationale Crystalline silica exposure is a major global health burden linked to chronic lung disease and cardiopulmonary morbidity, but early lung-vascular-cardiac abnormalities preceding overt functional decline are poorly defined. Objectives To determine whether a single crystalline silica exposure produces subclinical abnormalities across the integrated axis of cardiopulmonary response (lung[->]pulmonary artery[->]right ventricle) and identify associated sex-dependent physiologic patterns and molecular programs. Methods Male and female mice received a single endotracheal instillation of crystalline silica or vehicle (saline). At 28 days, assessments included voluntary wheel running, diffusion capacity, pulmonary function testing, bronchoalveolar lavage analysis, lung histology and electron microscopy, ex vivo proximal pulmonary artery biomechanics and microstructural second harmonic generation imaging, right ventricular pressure, transthoracic echocardiography, and bulk RNA sequencing of lung and right ventricle. Results Despite recovery of body weight and preserved voluntary exercise, silica-exposed mice demonstrated reduced diffusion capacity, ultrastructural thickening, and disruption of the alveolar-capillary barrier. Bronchoalveolar lavage revealed persistent inflammation with elevated macrophages, lymphocytes, neutrophils, and protein, alongside retained particulate and surfactant-rich debris (silicoproteinosis). Lung mechanics were sex-dependent; females showed a parenchymal-dominant phenotype and males showed increased airway resistance. Elevated pulmonary circulatory pressures caused increased functional stiffness and reduced distensibility of the proximal pulmonary arteries. Right ventricular free wall thickening was noted in females. Lung transcriptomics indicated persistent immune activation and extracellular matrix remodeling, while the right ventricle demonstrated metabolic reprogramming with downregulation of structural and reparative programs. Conclusions A single crystalline silica exposure induces a subclinical, multi-compartment cardiopulmonary phenotype characterized by persistent alveolar-capillary injury, pulmonary vascular stiffening, increased right ventricular afterload, sex-dependent pulmonary mechanics, and divergent organ-level transcriptomic responses.

physiology↗

bioRxiv2026

Predictive vascular growth and remodeling in pulmonary hypertension: simulating intervention effects from captured evolution

Pulmonary hypertension (PH) is characterized by progressive structural and mechanical remodeling of the pulmonary vasculature, yet few computational frameworks directly link disease mechanisms to longitudinal progression and therapeutic response. In this study, we utilized a multiscale pulmonary arterial growth and remodeling (G&R) framework to capture evolving functional metrics from rat models of PH. This framework couples morphometric tree hemodynamics, constrained mixture theory-based wall mechanics, and maladaptive cellular remodeling. Disease progression was driven by three mechanistically interpretable parameters governing excess smooth muscle production, remodeling activation, and passive stiffening. These parameters were calibrated to longitudinal monocrotaline (MCT) measurements of pressure, wall thickness, and stiffness from prior work using a multiobjective optimization. To show the predictive value of this model, we simulated therapeutic intervention within the same disease-specific framework by using functional cell-level responses to therapy to inform changes in parameter values. Calibration to the study-specific MCT dataset reproduced the temporal increases in pressure, wall thickness, and stiffness, demonstrating that the model could capture multiple features of vascular remodeling simultaneously, with R2 values of 0.81, 0.83, and 0.95, respectively. Simulated treatment reduced pressure, wall thickness, and stiffness. Predicted pressure and wall-thickness responses agreed closely with the corresponding experimental treatment effects, whereas stiffness recovery was overpredicted, suggesting that additional mechanisms may contribute to persistent vascular stiffening after intervention. The framework also captured the overall progression of pulmonary pressure increases across both aggregated MCT and Sugen-hypoxia datasets, suggesting utility across studies and animal models. This work outlines a physics-based, multiscale framework that simulated quantities of direct clinical interest in a mechanistically interpretable platform for linking pulmonary vascular remodeling and treatment response. It supports comparisons across experimental phenotypes and interventions while identifying where constitutive refinements are needed to improve predictive capability across phenotypes.

bioengineering↗

bioRxiv2026

Inherent Biomechanical Properties of the Lung: In vivo-Ex vivo Comparisons in Mice

Mammalian lungs operate within a thoracic "cage" composed of parietal pleura, rib cage, skeletal muscle, and diaphragm, yet clinical ventilator metrics largely reflect the combined mechanics of lung and surrounding structures and the thoracic cage. We hypothesized that thoracic boundary conditions selectively alter measured lung biomechanics. We performed paired pulmonary function testing (FlexiVent) in C57BL6 mice of both sexes spanning development through adulthood, measuring quasi-static pressure-volume behavior and dynamic forced-oscillation parameters in vivo (supine, mechanically ventilated) and again ex vivo in the same lungs. In a subset, we additionally compared in vivo and ex vivo {micro}CT-derived lung volumes, including a pressure-fixed ex vivo protocol using snap freezing at controlled inflation pressure. Quasi-static pressure-volume curves were similar between conditions, with near-identity at higher pressures and only modest divergence at low pressures, consistent with thoracic structures primarily modulating recruitment/de-recruitment rather than intrinsic elastic recoil. Maximal volume at 30 cmH2O showed strong in vivo-ex vivo correlation and minimal bias, and static compliance and PV-loop hysteresis exhibited small biases relative to reported disease-model effect sizes. In contrast, dynamic mechanics demonstrated a clear in vivo elevation of tissue damping (G) with only modest change in tissue elastance (H) and little change in Newtonian resistance (Rn), producing a meaningful increase in hysteresivity ( = G/H). This dissociation implicates frequency-dependent mechanical heterogeneity (e.g., time-constant mismatch/pendelluft) imposed or amplified by nonuniform thoracic loading. Ex vivo {micro}CT enabled reliable whole-lung segmentation and correlated with ex vivo PFT volumes at matched pressures, whereas in vivo volumetry showed weaker agreement. These results indicate that thoracic structures contribute modest restriction but disproportionately increase dynamic dissipation and heterogeneity, suggesting that ex vivo functional testing and oscillometry-like metrics may better detect biomechanical changes inherent to lung parenchyma.

physiology↗

bioRxiv2026

Microstructural and Biomechanical Determinants of Biological Aging

The pulmonary artery undergoes measurable structural and mechanical deterioration with age, but whether these changes can be integrated into a quantitative normative aging prediction model has not been demonstrated. Using two-photon imaging and paired vascular mechanical measurements from C57BL6 mice spanning 6 to 24 months, we developed a multimodal support vector regression (SVR) model integrating collagen fiber orientation, straightness, and hemodynamic mechanical parameters to predict normative age. Fiber orientation was encoded via the von Mises probability density function referenced to the circumferential and axial vessel wall axes providing a principled circular-variable encoding of both mean direction and concentration. The microstructure-only model achieved leave-one-out (LOO) R{superscript 2} = 0.596, Mean Absolute Error (MAE) = 3.43 months. Adding vascular mechanical parameters (PWV) raised a combined LOO R{superscript 2} to 0.834 (MAE = 2.26 months), a 40.1% improvement. Because pulmonary vascular and parenchymal aging are mechanistically coupled, lung mechanics were included as a complementary readout to assess whether airway mechanics contribute independent predictive signal beyond vascular microstructure alone. A sex dimorphism was observed, where females drove the majority of the collagen-based predictive signal (female-only R{superscript 2} = 0.960 vs. male-only R{superscript 2} = 0.658). These results establish a multimodal framework for vascular biological age quantification that integrates structural and mechanical aging signatures.

bioengineering↗

bioRxiv2026

Biological Aging of the Cardiopulmonary System

Age-related stiffening of large arteries is a predictor of cardiovascular morbidity and mortality, yet how pulmonary vascular stiffening integrates with right ventricular (RV) and lung functional decline--and how best to quantify "biological" cardiopulmonary aging--remains unclear. Here we map cardiopulmonary aging across the adult murine lifespan by integrating RV, proximal pulmonary artery (PA), and lung biomechanics with single-cell transcriptomics. Using ex vivo biaxial testing of the proximal PA, in vivo echocardiography, and lung mechanics, we find that cardiopulmonary aging is phase-dependent: PA circumferential stiffening and reduced distensibility progress largely linearly with age; whereas, RV remodeling and lung mechanical changes exhibit non-linear trajectories. This is consistent with early intrinsic functional decline of cells and organs followed by later, extrinsic load-dependent structural adaptation. To quantify organ-level biological aging, we apply principal component analysis to PA, RV, and lung feature sets to derive physiology-based aging scores that summarize coordinated variance within and across organs. Anchoring differential gene expression in PA single-cell RNA-seq to these continuous biological aging scores rather than chronological age reveals extensive, cell-type-specific remodeling programs (13,636 genes) that are sparse or non-informative when modeled by chronologic age. Biological aging associates across endothelia, smooth muscle cells, fibroblasts, and perivascular macrophages with increased oxidative phosphorylation signatures alongside suppression of adaptive/regulatory pathways, including impaired endothelial mechanotransduction, reduced smooth muscle Wnt signaling, altered extracellular matrix remodeling programs, and erosion of macrophage innate immune and TGF{beta}/NF-{kappa}B signaling nodes. These findings support a model in which pulmonary arterial stiffening is not merely a marker but an active contributor to cardiopulmonary aging via a biomechanical-metabolic-inflammatory uncoupling that diminishes vasoactive and mechano-adaptive reserve and promotes a positive feedback loop. Together, our work establishes physiology-derived biological aging as a powerful framework for interpreting vascular single-cell aging trajectories and identifies mechanistic pathways to target pulmonary vascular stiffening and preserve cardiopulmonary function with age.

physiology↗

bioRxiv2026

Heme orchestrates a tissue stress response to proteolytic damage

Whereas cellular stress responses are well defined, tissue-level stress remains poorly understood. Proteases are among the most widespread enzymes, and excessive proteolytic activity drives diseases such as arthritis and chronic obstructive pulmonary disease, yet unifying features of this stress are unclear. Here, using the lung and diverse proteases, we identify a conserved injury signature of proteolytic stress marked by vascular disruption, red blood cell extravasation, and heme release that triggers oxidative stress. We show that alveolar macrophages act as primary sensors of this stress response, activating NRF2-dependent heme detoxification program and fibroblasts produce protease inhibitors to limit damage. Repeated exposure to proteolytic stress induces tissue adaptation and protects against subsequent injury and infection. These findings define a unifying framework for tissue-level proteolytic stress sensing and adaptation.

immunology↗

bioRxiv2025

A Cross-scale Causal Mapping Framework Pinpoints Macrophage Orchestrators of Balanced Arterial Development

Postnatal pulmonary arteries experience an abrupt surge in flow that demands tightly coordinated remodeling of vascular structure and mechanical compliance. However, the cellular programs orchestrating these multiscale adaptation remain poorly defined, partly due to the absence of analytical tools integrating gene-cell-tissue scales. Here, we present CausaLink, a cross-scale causal mapping framework that predicts how altered gene expression propagates through gene-cell-tissue networks by integrating time-course transcriptomic and tissue morpho-mechanical data. We constructed a single-cell transcriptomic atlas of 11,143 proximal pulmonary artery-derived cells from C57BL/6J mice across five developmental stages (P2, P10, P21, P42, and P84), revealing dynamic lineage transitions and transient mesenchymal population specifying into fibroblasts and smooth muscle cells from P2 to P21. Using this framework, we identified Mgl2 macrophages as central regulators promoting lumen expansion while preventing pathological wall thinning or thickening. To validate these predictions, we established a human induced pluripotent stem cell-derived arterial assembloid enriched in MGLhigh macrophages. In this model, MGLhigh macrophages supported lumen enlargement while maintaining overall wall thickness and induced formation of an adventitia-like fibroblast layer that recapitulated approximately 80% of the native adventitial fraction with balanced collagen-elastin remodeling. By linking predictive modeling to human organoid validation, this study establishes a cross-scale workflow for tracing how gene programs shape vascular architecture, offering mechanistic insights and a foundation for predictive regenerative medicine.

bioengineering↗

bioRxiv2025

Proximal Pulmonary Artery Stiffening as a Biomarker of Cardiopulmonary Aging

The geroscience hypothesis suggests that understanding underlying ageing mechanisms will enable us to delay aging and lessen age-related disability and diseases. While hallmarks of ageing list multiple contributing factors, role of mechanics has only been recently recognized and increasingly appreciated. Here, we use mouse models of ageing to investigate changes in mechanics of the proximal pulmonary artery, lung and right ventricle function in ageing. We found an age-related decline in the capacity to store energy and increased circumferential stiffness of the proximal pulmonary artery with age that associated with a reorientation of collagen towards the circumferential direction, decreased exercise ability, and decreased function of the lung and right ventricle. The observed compromised mechanics in proximal pulmonary artery is consistent across multiple mouse models of accelerated ageing. Further, transcriptional changes in proximal pulmonary artery indicate that aging is associated with senescence of perivascular macrophages, adventitial fibroblasts, and medial smooth muscle cells. Older pulmonary arteries increase expression of genes associated with ECM turnover (including genes in the TGF{beta} pathway) and increased intercellular signaling amongst perivascular macrophages, fibroblasts and smooth muscle cells. Our results provide promising biomarkers of ageing for diagnosis and potential pathways and molecular targets for targeting anti-ageing therapies.

physiology↗

bioRxiv2025

Postnatal Pulmonary Artery Development from Transcript to Tissue

Many congenital conditions and surgical interventions perturb the hemodynamics experienced by proximal pulmonary arteries during early postnatal development, thus leading to differential gene expression and associated changes in vascular structure and function. Among these, pathologic conditions include patent ductus arteriosus, pulmonary atresia and stenosis, and hypoxemia-induced pulmonary hypertension while surgical interventions include the placement of a Blalock-Taussig shunt as well as Glenn, Fontan, and Norwood procedures. Despite the significant morbidity associated with these diverse conditions, there has been little attention directed towards understanding natural postnatal development of pulmonary arteries from both biological and mechanical perspectives. With-out such information, we cannot truly understand the phenotype of the affected pulmonary artery, which is fundamental to improving diagnosis, treatment, and prognosis. In this paper, we present novel data from wild-type mice that document normal postnatal changes in select gene expression, vascular wall composition, and biomechanical properties of proximal pulmonary arteries. These findings enabled the establishment of a novel, data-informed computational model of pulmonary artery development capable of simulating outcomes in response to perturbations in the pulmonary artery hemodynamic environment.

bioengineering↗

bioRxiv2025

Hypoxia-Induced Cardiopulmonary Remodeling and Recovery: Critical Roles of the Proximal Pulmonary Artery, Macrophages, and Exercise

Hypoxemia impairs cardiopulmonary function. We investigated pulmonary artery remodeling in mice exposed to chronic hypoxia for up to five weeks and quantified associated changes in cardiac and lung function, without or with subsequent normoxic recovery in the absence or presence of exercise or pharmacological intervention. Hypoxia-induced stiffening of the proximal pulmonary artery stemmed primarily from remodeling of the adventitial collagen, which resulted in part from altered inter-cellular signaling associated with phenotypic changes in the mural smooth muscle cells and macrophages. Such stiffening appeared to precede and associate with both right ventricular and lung dysfunction, with changes emerging to similar degrees regardless of the age of onset of hypoxia during postnatal development. Key homeostatic target values of the wall mechanics were recovered by the pulmonary arteries with normoxic recovery while other values recovered only partially. Overall cardiopulmonary dysfunction due to hypoxia was similarly only partially reversible. Remodeling of the cardiopulmonary system due to hypoxia is a complex, multi-scale process that involves maladaptations of the proximal pulmonary artery.

physiology↗

bioRxiv2023

A Multi-omic Analysis of the Human Lung Reveals Distinct Cell Specific Aging and Senescence Molecular Programs

Age is a major risk factor for lung disease. To understand the mechanisms underlying this association, we characterized the changing cellular, genomic, transcriptional, and epigenetic landscape of lung aging using bulk and single-cell RNAseq (scRNAseq) data. Our analysis revealed age-associated gene networks that reflected hallmarks of aging, including mitochondrial dysfunction, inflammation, and cellular senescence. Cell type deconvolution revealed age-associated changes in the cellular composition of the lung: decreased alveolar epithelial cells and increased fibroblasts and endothelial cells. In the alveolar microenvironment, aging is characterized by decreased AT2B cells and reduced surfactant production, a finding that was validated by scRNAseq and IHC. We showed that a previously reported senescence signature, SenMayo, captures cells expressing canonical senescence markers. SenMayo signature also identified cell-type specific senescence-associated co-expression modules that have distinct molecular functions, including ECM regulation, cell signaling, and damage response pathways. Analysis of somatic mutations showed that burden was highest in lymphocytes and endothelial cells and was associated with high expression of senescence signature. Finally, aging and senescence gene expression modules were associated with differentially methylated regions, with inflammatory markers such as IL1B, IL6R, and TNF being significantly regulated with age. Our findings provide new insights into the mechanisms underlying lung aging and may have implications for the development of interventions to prevent or treat age-related lung diseases.

genomics↗