Biology subjects

Doddaballapur, P.

Publications and source records attributed to Doddaballapur, P..

4 recordsLinked to original sources

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↗

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

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↗