Background Right ventricular (RV) maladaptation to elevated pulmonary afterload is the primary determinant of outcomes in pulmonary artery (PA) hypertension; however, the pathobiological mechanisms underlying RV decompensation remain poorly understood. Methods We performed global untargeted metabolomics on plasma from 55 patients who underwent gold‐standard RV‐PA coupling measurements using multibeat pressure volume loop assessment in a single‐center cohort and from 1027 patients with coupling surrogate measurements in a larger multicenter cohort, the PVDOMICS (Pulmonary Vascular Disease Phenomics) study. Age and sex‐adjusted linear regression was performed to identify associations between metabolites and coupling metrics. Additionally, we performed a metabolic flux analysis using gene expression data from RV tissue in an independent cohort of 32 patients. Partial least squares–discriminant analysis was used to identify metabolites and reactions characteristic of the decompensated RV. Results RV‐PA coupling was negatively associated with tricarboxylic acid (TCA) cycle intermediate levels. Specifically, plasma α‐ketoglutarate and fumarate were significantly associated with all coupling metrics in both cohorts. Metabolic flux analysis indicated that decompensated RVs exhibited aberrant TCA cycle activity, including reduced acetyl coenzyme A entry and increased lactate elimination, suggesting a shift from the TCA cycle toward glycolysis at the RV tissue level. Conclusions We identify an association between circulating TCA cycle intermediate levels and RV‐PA uncoupling in 2 independent cohorts, and dysregulated TCA cycle metabolism in decompensated PA hypertension RVs, suggesting that aberrant TCA cycle metabolism could represent a hallmark of RV maladaptation in PA hypertension. Further study of this pathway is warranted to develop novel biomarkers of RV function or RV‐targeted therapies.
Smart biomanufacturing for health equity in regenerative medicine therapies
Regenerative Medicine Reports | March 10, 2025 | Volume: 2 | Issue: 1 | Pages: 31-35
Limited scalability and restricted affordability impede the equitable deployment of curative models of care despite advances achieved with regenerative medicine therapeutics. Mitigating the risk of widening health disparities mandates actions that would improve the availability and accessibility of new classes of biotherapeutics. Namely, the use of Smart Manufacturing empowered by artificial intelligence to increase therapeutic production capacity while reducing cost is an emerging strategy central to the future of the regenerative care economy. Establishing an efficient and effective biomanufacturing ecosystem is essential to building regenerative pipelines into broadly available regenerative therapeutics options. This ecosystem must provide not only necessary cell environment controls and computer process power, but also the sensing technologies to feed critical process parameters to the algorithms in real-time. Here we outline key elements that are in development to support Smart Biomanufacturing, such as machine learning, advanced analytics, digital twins, and modular cytocentric production. The aim of integrating these technologies is to drive down costs, improve access to new regenerative medicine therapeutics, address regulatory science expectations, and in doing so, improve health equity.
Global Healthspan-Lifespan Gaps Among 183 World Health Organization Member States
JAMA Network Open | December 11, 2024 | Volume: 7 | Issue: 12 | Pages: e2450241
ImportanceHealth-adjusted life expectancy, a measure of healthy longevity, lags longevity gains, resulting in a healthspan-lifespan gap.ObjectiveTo quantify the healthspan-lifespan gap across the globe, investigate for sex disparities, and analyze morbidity and mortality associations.Design, Setting, and ParticipantsThis retrospective cross-sectional study used the World Health Organization (WHO) Global Health Observatory as the global data source and acquired national-level data covering all continents. The 183 WHO member states were investigated. Statistical analysis was conducted from January to May 2024.ExposuresData represent 2 decades of longitudinal follow-up.Main Outcomes and MeasuresChanges in life expectancy and health-adjusted life expectancy, as well as the healthspan-lifespan gap were quantified for all participating member states. Gap assessment was stratified by sex. Correlations of the gap with morbidity and mortality were examined.ResultsThe healthspan-lifespan gap has widened globally over the last 2 decades among 183 WHO member states, extending to 9.6 years. A sex difference was observed with women presenting a mean (SD) healthspan-lifespan gap of 2.4 (0.5) years wider than men (P < .001). Healthspan-lifespan gaps were positively associated with the burden of noncommunicable diseases and total morbidity, and negatively with mortality. The US presented the largest healthspan-lifespan gap, amounting to 12.4 years, underpinned by a rise in noncommunicable diseases.Conclusions and RelevanceThis study identifies growing healthspan-lifespan gaps around the globe, threatening healthy longevity across worldwide populations. Women globally exhibited a larger healthspan-lifespan gap than men.
Artificial intelligence powers regenerative medicine into predictive realm
Regenerative Medicine | December 11, 2024 | Volume: 19 | Issue: 12 | Pages: 611-616
Introduction: Cardiac differentiation protocols enable derivation of cardiomyocytes (CM). from human induced pluripotent stem cell (iPS). However, limited tools are available to ensure enhanced iPS-CM maturation without the need for prolonged and complex culture. Research Question: This study assessed whether the mesodermal and cardiopoiesis inductor, Brachyury (T), complements standard cardiac differentiation and augments structural and functional maturation of iPS-CM. Aims: The impact of T mRNA introduction prior to initiation of cardiac differentiation was characterized on: i) cardiac transcription factor expression; ii) structural and functional hallmarks of maturity; and iii) cardiotoxicity. Methods: RT-qPCR was employed to monitor the expression of cardiac-specific transcription factors. Transmission electron microscopy enabled the assessment of cellular ultrastructure. Seahorse measurements were used to determine basal respiration. Fluo4 staining was used to measure calcium transients with external field stimulation. Cardiotoxicity was measured as the impact of doxorubicin on calcium handling and cell survival. Results: Transfection with T prompted early and sustained upregulation of the cardiac transcription factors Nkx2.5 (10-fold; FDR<0.001) and MEF2C (7.2-fold; FDR<0.001). Mitochondrial area was increased with T transfection (P<0.001) and T-transfected iPS-CM exhibited greater basal respiration (FDR<0.05), greater calcium handling resilience in response to field stimulation, and a more mature transient morphology. Following doxorubicin exposure T transfected iPS-CM exhibited a greater compromise in calcium handling (FDR<0.001), and exaggerated cell death. Conclusion: Induction of human iPS with T prior to initiation of cardiac differentiation enhanced signatures of structural and functional maturity, and provided more robust readouts of drug toxicity.
Decoded cardiopoietic cell secretome linkage to heart repair biosignature
Stem Cells Translational Medicine | September 11, 2024 | Volume: 13 | Issue: 11 | Pages: 1144-1159
Abstract Cardiopoiesis-primed human stem cells exert sustained benefit in treating heart failure despite limited retention following myocardial delivery. To assess potential paracrine contribution, the secretome of cardiopoiesis conditioned versus naïve human mesenchymal stromal cells was decoded by directed proteomics augmented with machine learning and systems interrogation. Cardiopoiesis doubled cellular protein output generating a distinct secretome that segregated the conditioned state. Altering the expression of 1035 secreted proteins, cardiopoiesis reshaped the secretome across functional classes. The resolved differential cardiopoietic secretome was enriched in mesoderm development and cardiac progenitor signaling processes, yielding a cardiovasculogenic profile bolstered by upregulated cardiogenic proteins. In tandem, cardiopoiesis enhanced the secretion of immunomodulatory proteins associated with cytokine signaling, leukocyte migration, and chemotaxis. Network analysis integrated the differential secretome within an interactome of 1745 molecules featuring prioritized regenerative processes. Secretome contribution to the repair signature of cardiopoietic cell-treated infarcted hearts was assessed in a murine coronary ligation model. Intramyocardial delivery of cardiopoietic cells improved the performance of failing hearts, with undirected proteomics revealing 50 myocardial proteins responsive to cell therapy. Pathway analysis linked the secretome to cardiac proteome remodeling, pinpointing 17 cardiopoiesis-upregulated secretome proteins directly upstream of 44% of the cell therapy-responsive cardiac proteome. Knockout, in silico, of this 22-protein secretome-dependent myocardial ensemble eliminated indices of the repair signature. Accordingly, in vivo, cell therapy rendered the secretome-dependent myocardial proteome of an infarcted heart indiscernible from healthy counterparts. Thus, the secretagogue effect of cardiopoiesis transforms the human stem cell secretome, endows regenerative competency, and upregulates candidate paracrine effectors of cell therapy-mediated molecular restitution.
Infliximab Limits Injury in Myocardial Infarction
Journal of the American Heart Association | May 3, 2024 | Volume: 13 | Issue: 9 | Pages: No page available
Background The purpose of this study was to investigate a therapeutic approach targeting the inflammatory response and consequent remodeling from ischemic myocardial injury. Methods and Results Coronary thrombus aspirates were collected from patients at the time of ST‐segment–elevation myocardial infarction and subjected to array‐based proteome analysis. Clinically indistinguishable at myocardial infarction (MI), patients were stratified into vulnerable and resilient on the basis of 1‐year left ventricular ejection fraction and death. Network analysis from coronary aspirates revealed prioritization of tumor necrosis factor‐α signaling in patients with worse clinical outcomes. Infliximab, a tumor necrosis factor‐α inhibitor, was infused intravenously at reperfusion in a porcine MI model to assess whether infliximab‐mediated immune modulation impacts post‐MI injury. At 3 days after MI (n=7), infliximab infusion increased proregenerative M2 macrophages in the myocardial border zone as quantified by immunofluorescence (24.1%±23.3% in infliximab versus 9.29%±8.7% in sham; P <0.01). Concomitantly, immunoassays of coronary sinus samples quantified lower troponin I levels (41.72±7.34 pg/mL versus 58.11±10.75 pg/mL; P <0.05) and secreted protein analysis revealed upregulation of injury‐modifying interleukin‐2, ‐4, ‐10, ‐12, and ‐18 cytokines in the infliximab‐treated cohort. At 4 weeks (n=12), infliximab treatment resulted in significant protective influence, improving left ventricular ejection fraction (53.9%±5.4% versus 36.2%±5.3%; P <0.001) and reducing scar size (8.31%±10.9% versus 17.41%±12.5%; P <0.05). Conclusions Profiling of coronary thrombus aspirates in patients with ST‐segment–elevation MI revealed highest association for tumor necrosis factor‐α in injury risk. Infliximab‐mediated immune modulation offers an actionable pathway to alter MI‐induced inflammatory response, preserving contractility and limiting adverse structural remodeling.
Abstract 13139: Single Gene Cardiopoiesis Induced in Human Pluripotent Source
Circulation | April 23, 2024 | Volume: 144 | Issue: Suppl_1 | Pages: No page available
Introduction: The process of engaging stem cells towards a cardiopoietic (CP) state was established using a protein-based cocktail consisting of multiple growth factors. Although this regenerative enhancement protocol has been successfully tested in advanced clinical trials, it remains resource-intensive. Recent efforts have focused on streamlining cardiopoiesis through a protein-independent alternative that leverages a transfection-based mRNA approach. Microencapsulated modified messenger RNA (M3RNA) was utilized to deliver brachyury (T), an early mesodermal transcription factor to provoke early lineage specification in pluripotent cells. Hypothesis: Transfection of a human pluripotent stem cell source with T induces early expression of CP transcription factors to accelerate cardiac differentiation. Methods: Human pluripotent stem cells were transfected with T and maintained for 14 days. Expression of the cardiopoietic markers MEF2C, GATA4, and Nkx2.5 was analyzed using RT-qPCR, in tandem with MYH6 at days 10 and 20. Differentiation proficiency was independently corroborated by assessing Mef2c and Nkx2.5 expression by IF. Results: Following transfection with T, Nkx2.5, MEF2C and GATA4 were significantly induced at 72h (60-, 20- and 40-fold, respectively, p<0.01 for all 3 markers vs baseline), reflecting timing of differentiation initiation. At 5 days post differentiation, expression of the cardiac-specific Nkx2.5 increased by 5 fold vs control and the cell cycle regulator CHIR (p<0.01), suggesting successful persistent induction of cardiopoeisis. At 10 and 20 days of differentiation, RNA expression of MYH6 was 10-15 times induced in human pluripotent cells transduced with T (p < 0.0001, and p < 0.001 vs control, respectively), compared to 2 times (p<0.05, p<0.01 vs control, respectively) in CHIR treated cohorts. Accordingly, at 42 days post-induction of differentiation, a greater number of cells expressed MLC2V and cTnT (p<1e-05, <1e-07, respectively vs control), driving a robust beating pattern. Conclusion: This study implements a single gene T M3RNA-based approach to readily induce cardiac differentiation from pluripotent sources, exceeding available commercial platforms.