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Balasubramanian, Aparna

https://orcid.org/0000-0002-1854-6672

Mayo Clinic

Johns Hopkins University

Citations 7

Angiotensin Converting Enzyme Inhibition and Mortality in Pulmonary Hypertension Associated With Chronic Obstructive Pulmonary Disease (PH‐COPD)
Yogeswaran, Athiththan , Fünderich, Meike , Wendlandt, Katharina, Annis, Jeffrey , Brittain, Evan, Eichstaedt, Christina A., Cajigas, Héctor , Frantz, Robert P. , Sweatt, Andrew J. , Zamanian, Roham T., Wilhelm, J, Ghofrani, Hossein-Ardeschir, Tello, Khodr , Thenappan, Thenappan , Balasubramanian, Aparna , Sіrenko, Yu.M. , Cajigas, Hector R , Frantz, Robert P , Tello, Khodr , Seeger, Werner , Thenappan, Thenappan , Yogeswaran, Athiththan , Balasubramanian, Aparna , Eichstaedt, Christina A. , Grünig, Ekkehard , Zamanian, Roham T. , Grimminger, Friedrich , Wilhelm, Jochen, Ghofrani, Hossein Ardeschir , Seeger, Werner

Pulmonary Circulation | July 16, 2026 | Volume: 16 | Issue: 3 | Pages: No page available

10.1002/pul2.70348 Get It

ABSTRACT In 567 PH‐COPD patients from the PVRI GoDeep Meta‐Registry, ACE inhibitor use was associated with improved survival only in severe PH (PVR > 5 WU), supporting prospective trials targeting this high‐risk subgroup.
Metabolomic Network Analysis Reveals Reorganization of Lipid and Steroid Programs Linked to Right Ventricular-Pulmonary Vascular Function in Pulmonary Hypertension
Clinton, Ivor, Coursen, Julie , Rosen, Darin , Suresh, Karthik , Balasubramanian, Aparna , Kolb, Todd M. , Damico, Rachel L. , Mathai, Stephen C. , Hsu, Steven , Mukherjee, Monica , Finet, J. Emanuel , Grünig, Gabriele , Rischard, Franz, Erzurum, Serpil C. , Beck, Gerald J. , Hill, Nicholas S. , Group, PVDOMICS Study, Clinton, Ivor W , Coursen, Julie C , Rosen, Darin T , Barnard, John , Hemnes, Anna , Leopold, Jane A , Horn, Evelyn M , Rosenzweig, Erika B , Frantz, Robert P , Erzurum, Serpil C , King, Wendy , Beck, Gerald J , Hill, Nicholas S , Hassoun, Paul M , Simpson, Catherine E , Mathai, Stephen C , Balasubramanian, Aparna , Mukherjee, Monica , Hsu, Steven , Barnard, John , Hemnes, Anna R. , Leopold, Jane A. , Horn, Evelyn M. , Rosenzweig, Erika B. , Rischard, Franz , Frantz, Robert P. , King, Wendy C. , Hassoun, Paul M. , Simpson, Catherine E. , Group, PVDOMICS Study

No container title available | June 22, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.06.16.732773 Get It

ABSTRACT Background Pulmonary arterial hypertension (PAH) is characterized by circulating metabolic alterations, but whether these reflect disease-specific metabolic programs or reorganization of normal metabolic architecture, and how they relate to right ventricular-pulmonary vascular function (RV-PV), remains unclear. We hypothesized that the PAH metabolome is organized into biologically coherent, co-regulated metabolic modules whose relationships to RV-PV function would provide insight into known and novel metabolic pathways. Methods We applied weighted gene co-expression network analysis (WGCNA) to untargeted metabolomic data from 412 PAH patients enrolled in the multicenter PVDOMICS study. Module preservation analysis was performed in 85 healthy controls, with external replication in an independent single-center pulmonary hypertension cohort of 89 patients. Results WGCNA identified 16 distinct metabolic modules organized around biologically coherent programs. A coherent fatty acid axis, spanning substrate pools, β-oxidation intermediates, and conjugated fatty acid disposal products, formed a central organizing structure, with downstream fatty acid oxidation modules strongly associated with adverse hemodynamics and worse RV-pulmonary artery (PA) coupling. Acylcholine-enriched and 5α-reduced androgen metabolite modules were associated with favorable hemodynamic indices. Module architecture was largely preserved in healthy controls, with subtle disease-associated modular reorganization, rather than emergence of novel modules, observed in PAH. Core modules were recovered in the replication cohort with conserved hub metabolites. Conclusions These findings establish a systems-level framework demonstrating that PAH involves structured intensification and reorganization of interconnected metabolic programs associated with favorable and adverse RV-PV phenotypes. This work provides new insight into the metabolic architecture underlying PAH and identifies coordinated metabolic pathways linked to pulmonary vascular and right ventricular function.
SPIROMICS HF: Rationale, Design, and Reproducibility of Measures
Barr, R. Graham , Lima, João A.C. , Prince, Martin R. , Abraham, Theodore P. , Agarwal, Prachi , Arora, Garima , Balasubramanian, Aparna , Barjaktarević, Igor , Bello, Natalie A. , Carr, James C. , Cooper, Christopher B. , Finn, J. Paul , Freed, Benjamin H. , Hansel, Nadia N. , Hsu, Jeffrey J. , Kitzman, Dalane W. , LaBounty, Troy , Lee, Yoo Jin , Liu, Jing , Lloyd, Steven G. , Markl, Michael , Ortega, Victor E. , Paine, Robert , Peters, Stephen P. , Schroeder, Joyce , Shepshelovich, Daniel , Sun, Yifei , Wells, J. Michael , Wieben, Oliver , Woodruff, Prescott G. , Ambale-Venkatesh, Bharath , Agarwal, Prachi P , Arora, Garima , Balasubramanian, Aparna , Barjaktarevic, Igor , Bello, Natalie A , Bluemke, David A , Budoff, Matthew , Carr, James C , Chaudhuri, Dipayan , Cooper, Christopher B , Couper, David , Finn, J Paul , Freed, Benjamin H , Han, MeiLan King , Hansel, Nadia N , Hsu, Jeffrey J , Kitzman, Dalane W , Krishnan, Jerry A , LaBounty, Troy M , Lee, Yoo Jin , Liu, Jing , Lloyd, Steven G , Mukherjee, Monica , Beussink-Nelson, Lauren , Ohar, Jill , Paine, Robert , Schroeder, Joyce D , Shen, Wei , Sun, Yifei , Vogel-Claussen, Jens , Watson, Karol E. , Wells, J Michael , Wieben, Oliver , Woodruff, Prescott G , Shah, Sanjiv J , Markl, Michael , Barr, R. Graham , Bluemke, David A. , Budoff, Matthew J. , Couper, David , Mukherjee, Monica , Vogel‐Claussen, Jens

Circulation: Heart Failure | November 5, 2025 | Volume: 18 | Issue: 12 | Pages: No page available

10.1161/circheartfailure.125.012833 Get It

BACKGROUND: Although chronic obstructive pulmonary disease (COPD) and heart failure with preserved ejection fraction often coexist with overlapping clinical features, they are usually studied separately. The SPIROMICS HF (Subpopulations and Intermediate Outcome Measures in COPD and Heart Failure Study) is testing hypotheses that new computed tomography emphysema subtypes are associated with specific cardiovascular phenotypes (eg, cor pulmonale , cor pulmonale parvus ), common airway branch variants are associated with right heart dysfunction, and symptomatic tobacco-exposed persons with preserved spirometry have signs of increased left ventricular afterload. METHODS: SPIROMICS is a multicenter observational study of COPD with extensive pulmonary phenotyping of participants with ≥20 pack-years smoking and nonsmoking controls. COPD and COPD severity were defined by standard spirometric criteria and symptomatic tobacco-exposed persons with preserved spirometry by ≥20 pack-years, normal spirometry, and COPD Assessment Test score >10. SPIROMICS HF selected all participants in SPIROMICS visit 5 at major sites. Its comprehensive speckle-tracking echocardiography, which included physiological perturbations of leg raise and low-intensity exercise, was harmonized prospectively with the Multi-Ethnic Study of Atherosclerosis Early Heart Failure and HeartSHARE (Combining Omics, Deep Phenotyping, and Electronic Health Records for Heart Failure Subtypes and Treatment Targets) studies. The cardiopulmonary magnetic resonance imaging protocol with gadolinium administration included myocardial fibrosis sequences, pulmonary angiography, time-resolved 3-dimensional cine magnetic resonance imaging (4-dimensional flow) of venous return, and metronome-paced tachypnea to induce dynamic hyperinflation. Coronary artery calcium was assessed on computed tomography scans. The Kansas City Cardiomyopathy Questionnaire was administered. RESULTS: Of the final sample of 753 participants, 57% had COPD (15% mild, 27% moderate, and 15% severe), 18% had symptomatic tobacco-exposed persons with preserved spirometry, 16% were smoking controls, and 8% were nonsmoking controls. Reproducibility of the main measures from speckle-tracking echocardiography (intraclass correlation coefficient, 0.83–0.99), exercise echocardiography (intraclass correlation coefficient, 0.71–0.99) and magnetic resonance imaging (intraclass correlation coefficient, 0.57–0.99) were good-to-excellent, including in severe COPD. CONCLUSIONS: SPIROMICS HF aims to characterize and understand cardiopulmonary interactions in COPD and COPD-related phenotypes to inform targeted treatments for combined cardiopulmonary failure.
Hemodynamics and Phosphodiesterase-5 Inhibitor Treatment Associated with Survival in Pulmonary Hypertension in Interstitial Lung Disease: A PVRI GoDeep Meta-Registry Analysis
Yogeswaran, Athiththan , Fünderich, Meike , Balasubramanian, Aparna , Konswa, Ziad , Kiely, David G. , Thenappan, Thenappan , Eichstaedt, Christina A. , Olschewski, Horst , Sweatt, Andrew J. , Zamanian, Roham T. , Giannakoulas, George , Elwing, Jean , Beckmann, Stephan, Olsson, Karen M. , Held, Matthias , Halank, Michael , Milger, Katrin , Pausch, Christine , Pittrow, David , Majeed, Raphael W. , Wilhelm, Jochen , Tello, Khodr , Seeger, Werner , Ghouleh, Imad Al , Sіrenko, Yu.M. , Balasubramanian, Aparna , Lawrie, Allan , Wilkins, Martin , Howard, Luke , Olschewski, Horst , Frantz, Robert, Stadler, Stefan , Hoeper, Marius M , Thenappan, Thenappan , Seeger, Werner , Yogeswaran, Athiththan , Kiely, David , Majeed, Raphael W , Hassoun, Paul M. , Saleh, Khaled, Grünig, Ekkehard , Wilkins, Martin R. , Kovács, Gábor , Cajigas, Héctor , Frantz, Robert P. , Sabbour, Hani Mohamed , Arvanitaki, Alexandra , Jose, Arun , Ewert, Ralf , Behr, Jürgen , Ghofrani, Hossein Ardeschir , Grimminger, Friedrich , Hoeper, Marius M.

American Journal of Respiratory and Critical Care Medicine | August 7, 2025 | Volume: 211 | Issue: 10 | Pages: 1855-1866

10.1164/rccm.202412-2371oc Get It

Abstract Rationale Pulmonary hypertension (PH) in interstitial lung disease (ILD) lacks approved therapies. Objectives The Pulmonary Vascular Research Institute GoDeep metaregistry collects real-world data of patients with PH from international PH referral centers. Methods Patients with ILD-PH and relevant subgroups (idiopathic interstitial pneumonia [IIP], idiopathic pulmonary fibrosis [IPF]) were stratified by pulmonary vascular resistance (PVR). Kaplan-Meier survival analyses and adjusted Cox proportional hazards models were employed, additionally accounting for immortal time bias, sensitivity analyses, Heller explained relative risk statistics, and target trial emulation framework analysis. Measurements and Main Results Among 34,482 patients, 940 with hemodynamically fully characterized incident ILD-PH (median age, 67 [IQR, 59–74] yr) were identified. A total of 62% had severe ILD-PH with PVR >5 Wood units (WU) and poor survival rates (29% and 18% at 3 and 5 yr), significantly worse than patients with ILD-PH with PVR ≤5 WU and patients with pulmonary arterial hypertension. Survival was poorest in severe IPF-PH. A total of 59% of all patients ILD-PH received PH-targeted therapy, predominantly phosphodiesterase-5 inhibitors (PDE5is). PDE5i treatment was consistently associated with significantly improved survival in patients with severe PH (hazard ratios of 0.537 [0.370–0.781], 0.461 [0.233–0.913], and 0.435 [0.215–0.8] for IIP-PH, IPF-PH, and IIP-PH with nintedanib/pirfenidone background therapy), but not in patients with less severe hemodynamic impairment, supported by sensitivity analyses, Heller statistics, and target trial emulation framework analysis. The survival statistics of patients with PDE5i-treated IIP-PH or IPF-PH were validated in the independent COMPERA registry. Combination therapy with PDE5is and inhaled prostacyclin analogues was superior to monotherapy using PDE5is (hazard ratio, 0.341; 0.205–0.566). Conclusions Prognosis in ILD-PH was generally very poor and was related to PH severity. PDE5i treatment in severe IIP-PH and IPF-PH was associated with improved survival, which is to be further verified in controlled trials.
Survival Outcomes and Impact of Targeted PAH Therapy in Portopulmonary Hypertension in the PVRI GoDeep Meta‐Registry
Jose, Arun , Yogeswaran, Athiththan , Fünderich, Meike , Kiely, David G. , Sweatt, Andrew J. , Zamanian, Roham T. , Mouawad, Antoine , Balasubramanian, Aparna , Wilkins, Martin R. , Olschewski, Horst , Eichstaedt, Christina A. , Sіrenko, Yu.M. , Majeed, Raphael W. , Wilhelm, Jochen , Tello, Khodr , Elwing, Jean , Seeger, Werner , Thenappan, Thenappan , Ghouleh, Imad Al , Fuenderich, Meike , Kiely, David , Mouawad, Antoine , Wilkins, Martin , Sahay, Sandeep , Giannakoulas, George , Cajigas, Héctor , Frantz, Robert P , Ghio, Stefano , Majeed, Raphael W , Tello, Khodr , Elwing, Jean M , Seeger, Werner , Olschewski, Horst , Thenappan, Thenappan , Jose, Arun , Yogeswaran, Athiththan , Balasubramanian, Aparna , Hassoun, Paul M. , Lawrie, Allan , Howard, Luke , Sahay, Sandeep , Kovács, Gábor , Saleh, Khaled Musa Mohammad , Sabbour, Hani Mohamed , Grünig, Ekkehard , Arvanitaki, Alexandra , Torbas, O.O. , Frantz, Robert P. , Scelsi, Laura , Ghio, Stefano , Ghofrani, Hossein Ardeschir , Grimminger, Friedrich

Pulmonary Circulation | July 9, 2025 | Volume: 15 | Issue: 3 | Pages: No page available

10.1002/pul2.70121 Get It

ABSTRACTPortopulmonary hypertension (PoPH), a type of pulmonary arterial hypertension (PAH) in patients with liver disease, is associated with high morbidity and mortality. The relationship between cardiopulmonary hemodynamics, PAH therapy, and survival in PoPH remains unclear. We performed a retrospective cohort study of PoPH patients from the international pulmonary hypertension (PH) meta‐registry, PVRI GoDeep. PAH was defined by a mean pulmonary arterial pressure > 20 mmHg, pulmonary arterial wedge pressure ≤ 15 mmHg, and a pulmonary vascular resistance (PVR) > 2 Wood Units. PoPH diagnoses were assigned by each center's PH specialist based on international guidelines at the time of enrollment. 246 incident PoPH patients met eligibility criteria and were included in the analysis, equally split between males (51%) and females (49%), with a median age of 54 years. When compared to both patients with IPAH and those with other subtypes of PAH (not classified as PoPH or IPAH), those with PoPH had significantly lower 5‐year survival rates (46% vs. 68% vs. 65%, log‐rank p < 0.001). Amongst the PoPH patients, however, there was no significant difference in 5‐year survival when dichotomized by disease severity, either by a PVR of 5 Wood Units or a CI of 2.5 L/min/m2. Treatment of the PoPH patients with PAH‐targeted therapies was associated with significantly higher 5‐year survival rates compared to those not receiving such treatments, as shown by Kaplan–Meier analysis. This survival benefit was observed for PDE5i (50% vs. 34%, log‐rank p = 0.029), ERA (58% vs. 34%, log‐rank p < 0.001), and the combination of PDE5i and/or ERA (51% vs. 22%, log‐rank p < 0.001), as well as any PAH‐targeting treatment (50% vs. 26%, log‐rank p = 0.007). Corresponding survival advantage was noted when including only PoPH patients with MELD Score ≥ 13. PoPH is a disease with significantly worse long‐term survival than other PAH subtypes, but targeted PAH therapy is associated with a robust survival benefit. Survival did not differ across high‐risk PVR and cardiac index thresholds, suggesting the factors that influence prognosis and survival in PoPH may be unique as compared to other PAH subtypes, and warrant further investigation.
Addition of Patient-Reported Outcomes Improves Discrimination of Survival Prediction Models in Pulmonary Arterial Hypertension
Balasubramanian, A. , Simpson, C., Hassoun, P.M., Larive, Brett , Rosenzweig, E.B., Hill, Nicholas S. , Erzurum, S.C., Mathai, S.C., Group, PVDOMICS Study, Mathai, Stephen C. , Balasubramanian, Aparna , Mathai, Stephen C , Balasubramanian, Aparna , DuBrock, Hilary M. , Lammi, Matthew R. , Kolb, Todd M. , Hassoun, P.M., Horn, Evelyn M. , Hemnes, Anna R. , Leopold, Jane A. , Rischard, Franz , Frantz, Robert P.

American Journal of Respiratory and Critical Care Medicine | May 11, 2025 | Volume: 211 | Issue: Supplement_1 | Pages: A7611-A7611

10.1164/ajrccm.2025.211.abstracts.a7611 Get It

Abstract Rationale: The 7th World Symposium on Pulmonary Hypertension highlighted the importance of patient-reported outcomes in clinical assessment of pulmonary arterial hypertension (PAH). Patient-reported outcomes, such as health-related quality of life (HRQOL), have been associated with morbidity and mortality in PAH, but the added value of HRQOL measures to validated risk prediction models remains unknown. Methods: Adults with RHC-proven PAH from the Redefining Pulmonary Hypertension through Pulmonary Vascular Disease Phenomics (PVDOMICS) Study, a multi-center observational study, were included in this study. The Pulmonary Hypertension Association Registry (PHAR) was used as a validation cohort. HRQOL was measured using the emPHasis-10 score, where higher scores reflect worse HRQOL. Noninvasive risk assessment was measured by REVEAL Lite 2 risk score, categorized into 3-strata. Cox proportional hazard models were used to model survival evaluating the interaction between risk strata and HRQOL scores, adjusting for age, sex, and incident diagnosis. Harrell's C-statistics were calculated to compare discriminative performance. Results: From the PVDOMICS and PHAR cohorts, 265 and 2671 individuals with PAH and complete emPHasis-10 and REVEAL Lite 2 scores were included. Both cohorts had similar demographics, with an average age of 52±13 and 56±16 years, 75% and 72% female, 81% and 75% White, in the PVDOMICS and PHAR cohorts respectively. Over 87% of PVDOMICS were prevalent cases of PAH, while in the PHAR half were incident. Most individuals (62%) in PVDOMICS were REVEAL Lite 2 low risk, with 16% intermediate and 22% high risk; by contrast, in PHAR 33% were low, 29% intermediate, and 38% high risk. REVEAL Lite 2 scores demonstrated weak to moderate correlation with emPHasis-10 scores in both cohorts (PVDOMICS r=0.48 p&lt;0.001; PHAR r=0.33 p&lt;0.001). Notably, the full range of emPHasis-10 scores were observed in the low-risk individuals across both cohorts. In the PVDOMICS adjusted Cox models, higher emPHasis-10 scores predicted poorer survival (p=0.047) particularly among low-risk individuals (interaction versus high-risk group p=0.08). Similar adjusted models in PHAR demonstrated emPHasis-10 to be a confounder (p=0.001) without significant interaction by risk strata (low vs high-risk interaction p=0.94), but the greatest change in median survival time was observed in the low-risk group (Figure 1). Addition of emPHasis-10 to REVEAL Lite 2 scores improved discrimination in predicting survival (PVDOMICS: C-statistic 0.71 vs 0.73; PHAR: C-statistic 0.67 vs 0.69). Conclusions: Across two multicenter cohorts of incident and prevalent PAH, HRQOL as measured by the emPHasis-10 score improved discrimination for survival, particularly among individuals with lower risk scores.
Health-Related Quality of Life in Those At-Risk for and with Pulmonary Hypertension in PVDOMICS
Beck, Gerald J. , Highland, K.B., Larive, Brett , Mathai, S.C. , Group, PVDOMICS Study, Mathai, Stephen C. , Mathai, Stephen C , Balasubramanian, Aparna , Hassoun, Paul M. , DuBrock, Hilary M. , Mehra, Reena

TP86. TP086 WHILE MY GUITAR GENTLY WEEPS - NOVEL EPIDEMIOLOGIC STUDIES IN PULMONARY VASCULAR DISEASE | May 4, 2021 | Volume: No volume available | Issue: No issue available | Pages: A3706-A3706

10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a3706 Get It