Browsing by Author "Desai, Ankit A."
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Item Allele-specific control of rodent and human lncRNA KMT2E-AS1 promotes hypoxic endothelial pathology in pulmonary hypertension(American Association for the Advancement of Science, 2024) Tai, Yi-Yin; Yu, Qiujun; Tang, Ying; Sun, Wei; Kelly, Neil J.; Okawa, Satoshi; Zhao, Jingsi; Schwantes-An, Tae-Hwi; Lacoux, Caroline; Torrino, Stephanie; Al Aaraj, Yassmin; El Khoury, Wadih; Negi, Vinny; Liu, Mingjun; Corey, Catherine G.; Belmonte, Frances; Vargas, Sara O.; Schwartz, Brian; Bhat, Bal; Chau, B. Nelson; Karnes, Jason H.; Satoh, Taijyu; Barndt, Robert J.; Wu, Haodi; Parikh, Victoria N.; Wang, Jianrong; Zhang, Yingze; McNamara, Dennis; Li, Gang; Speyer, Gil; Wang, Bing; Shiva, Sruti; Kaufman, Brett; Kim, Seungchan; Gomez, Delphine; Mari, Bernard; Cho, Michael H.; Boueiz, Adel; Pauciulo, Michael W.; Southgate, Laura; Trembath, Richard C.; Sitbon, Olivier; Humbert, Marc; Graf, Stefan; Morrell, Nicholas W.; Rhodes, Christopher J.; Wilkins, Martin R.; Nouraie, Mehdi; Nichols, William C.; Desai, Ankit A.; Bertero, Thomas; Chan, Stephen Y.; Medicine, School of MedicineHypoxic reprogramming of vasculature relies on genetic, epigenetic, and metabolic circuitry, but the control points are unknown. In pulmonary arterial hypertension (PAH), a disease driven by hypoxia inducible factor (HIF)-dependent vascular dysfunction, HIF-2α promoted expression of neighboring genes, long noncoding RNA (lncRNA) histone lysine N-methyltransferase 2E-antisense 1 (KMT2E-AS1) and histone lysine N-methyltransferase 2E (KMT2E). KMT2E-AS1 stabilized KMT2E protein to increase epigenetic histone 3 lysine 4 trimethylation (H3K4me3), driving HIF-2α-dependent metabolic and pathogenic endothelial activity. This lncRNA axis also increased HIF-2α expression across epigenetic, transcriptional, and posttranscriptional contexts, thus promoting a positive feedback loop to further augment HIF-2α activity. We identified a genetic association between rs73184087, a single-nucleotide variant (SNV) within a KMT2E intron, and disease risk in PAH discovery and replication patient cohorts and in a global meta-analysis. This SNV displayed allele (G)-specific association with HIF-2α, engaged in long-range chromatin interactions, and induced the lncRNA-KMT2E tandem in hypoxic (G/G) cells. In vivo, KMT2E-AS1 deficiency protected against PAH in mice, as did pharmacologic inhibition of histone methylation in rats. Conversely, forced lncRNA expression promoted more severe PH. Thus, the KMT2E-AS1/KMT2E pair orchestrates across convergent multi-ome landscapes to mediate HIF-2α pathobiology and represents a key clinical target in pulmonary hypertension.Item At a crossroads: COVID-19 recovery and the risk of pulmonary vascular disease(Wolters Kluwer, 2021) Cascino, Thomas M.; Desai, Ankit A.; Kanthi, Yogendra; Medicine, School of MedicinePurpose of review: The coronavirus disease 2019 (COVID-19) pandemic has led to almost 3,000,000 deaths across 139 million people infected worldwide. Involvement of the pulmonary vasculature is considered a major driving force for morbidity and mortality. We set out to summarize current knowledge on the acute manifestations of pulmonary vascular disease (PVD) resulting from COVID-19 and prioritize long-term complications that may result in pulmonary hypertension (PH). Recent findings: Acute COVID-19 infection can result in widespread involvement of the pulmonary vasculature, myocardial injury, evidence of persistent lung disease, and venous thromboembolism. Post COVID-19 survivors frequently report ongoing symptoms and may be at risk for the spectrum of PH, including group 1 pulmonary arterial hypertension, group 2 PH due to left heart disease, group 3 PH due to lung disease and/or hypoxia, and group 4 chronic thromboembolic PH. Summary: The impact of COVID-19 on the pulmonary vasculature is central to determining disease severity. Although the long-term PVD manifestations of COVID-19 are currently uncertain, optimizing the care of risk factors for PH and monitoring for the development of PVD will be critical to reducing long-term morbidity and improving the health of survivors.Item Author Correction: Biological heterogeneity in idiopathic pulmonary arterial hypertension identified through unsupervised transcriptomic profiling of whole blood(Springer Nature, 2022-11-25) Kariotis, Sokratis; Jammeh, Emmanuel; Swietlik, Emilia M.; Pickworth, Josephine A.; Rhodes, Christopher J.; Otero, Pablo; Wharton, John; Iremonger, James; Dunning, Mark J.; Pandya, Divya; Mascarenhas, Thomas S.; Errington, Niamh; Thompson, A. A. Roger; Romanoski, Casey E.; Rischard, Franz; Garcia, Joe G. N.; Yuan, Jason X-J; Schwantes An, Tae-Hwi; Desai, Ankit A.; Coghlan, Gerry; Lordan, Jim; Corris, Paul A.; Howard, Luke S.; Condliffe, Robin; Kiely, David G.; Church, Colin; Pepke-Zaba, Joanna; Toshner, Mark; Wort, Stephen; Gräf, Stefan; Morrell, Nicholas W.; Wilkins, Martin R.; Lawrie, Allan; Wang, Dennis; UK National PAH Cohort Study Consortium; Medicine, School of MedicineCorrection to: Nature Communications 10.1038/s41467-021-27326-0, published online 07 December 2021 The original version of this Article omitted Richard C Trembath from the UK National PAH Cohort Study consortium from Health and Life Sciences, King’s College London. This has been corrected in both the PDF and HTML versions of the Article.Item Biological heterogeneity in idiopathic pulmonary arterial hypertension identified through unsupervised transcriptomic profiling of whole blood(Springer Nature, 2021-12-07) Kariotis, Sokratis; Jammeh, Emmanuel; Swietlik, Emilia M.; Pickworth, Josephine A.; Rhodes, Christopher J.; Otero, Pablo; Wharton, John; Iremonger, James; Dunning, Mark J.; Pandya, Divya; Mascarenhas, Thomas S.; Errington, Niamh; Thompson, A. A. Roger; Romanoski, Casey E.; Rischard, Franz; Garcia, Joe G. N.; Yuan, Jason X.-J.; Schwantes An, Tae-Hwi; Desai, Ankit A.; Coghlan, Gerry; Lordan, Jim; Corris, Paul A.; Howard, Luke S.; Condliffe, Robin; Kiely, David G.; Church, Colin; Pepke-Zaba, Joanna; Toshner, Mark; Wort, Stephen; Gräf, Stefan; Morrell, Nicholas W.; Wilkins, Martin R.; Lawrie, Allan; Wang, Dennis; UK National PAH Cohort Study Consortium; Medicine, School of MedicineIdiopathic pulmonary arterial hypertension (IPAH) is a rare but fatal disease diagnosed by right heart catheterisation and the exclusion of other forms of pulmonary arterial hypertension, producing a heterogeneous population with varied treatment response. Here we show unsupervised machine learning identification of three major patient subgroups that account for 92% of the cohort, each with unique whole blood transcriptomic and clinical feature signatures. These subgroups are associated with poor, moderate, and good prognosis. The poor prognosis subgroup is associated with upregulation of the ALAS2 and downregulation of several immunoglobulin genes, while the good prognosis subgroup is defined by upregulation of the bone morphogenetic protein signalling regulator NOG, and the C/C variant of HLA-DPA1/DPB1 (independently associated with survival). These findings independently validated provide evidence for the existence of 3 major subgroups (endophenotypes) within the IPAH classification, could improve risk stratification and provide molecular insights into the pathogenesis of IPAH.Item Cardiomyocyte-restricted MIAT deletion is sufficient to protect against murine myocardial infarction(Springer Nature, 2025-02-20) Hayasaka, Taiki; Kawaguchi, Satoshi; Sepúlveda, Marisa N.; Teoh, Jian-Peng; Moukette, Bruno; Aonuma, Tatsuya; Madhur, Meena S.; Desai, Ankit A.; Liangpunsakul, Suthat; Conway, Simon J.; Kim, Il-Man; Anatomy, Cell Biology and Physiology, School of MedicineMyocardial infarction-associated transcript (MIAT), an intergenic long noncoding RNA (lncRNA), is conserved between rodents and humans and is directly linked to maladaptive cardiac remodeling in both patients and mouse models with various forms of heart failure (HF). We previously reported attenuation of cardiac stress, apoptosis, and fibrosis in a murine model of myocardial infarction (MI) with global MIAT ablation. Our transcriptomic profiling and mechanistic studies further revealed MIAT-induced activation of maladaptive genes, such as Hoxa4, Fmo2, Lrrn4, Marveld3, and Fat4. However, the source of MIAT and its contribution to MI and HF remain unknown. In this study, we generate a novel cardiomyocyte (CM)-specific MIAT conditional knockout mouse model, which exhibits improved cardiac function after MI. We further report that CM-specific MIAT ablation is sufficient to reduce cardiac damage, apoptosis, and fibrosis following chronic MI. Mechanistically, CM-specific MIAT deletion in mice leads to decreased expression of proapoptotic and pathological profibrotic genes, such as p53, Bak1, Col3a1, Col6a1, Postn, and Snail1 after chronic MI. These results enable us to begin to dissect cell-specific contributions to MIAT signaling and bolster the idea that MIAT plays a direct pathological role in CMs after MI.Item Clinical Characteristics and Transplant-Free Survival Across the Spectrum of Pulmonary Vascular Disease(Elsevier, 2022) Hemnes, Anna R.; Leopold, Jane A.; Radeva, Milena K.; Beck, Gerald J.; Abidov, Aiden; Aldred, Micheala A.; Barnard, John; Rosenzweig, Erika B.; Borlaug, Barry A.; Chung, Wendy K.; Comhair, Suzy A. A.; Desai, Ankit A.; Dubrock, Hilary M.; Erzurum, Serpil C.; Finet, J. Emanuel; Frantz, Robert P.; Garcia, Joe G. N.; Geraci, Mark W.; Gray, Michael P.; Grunig, Gabriele; Hassoun, Paul M.; Highland, Kristin B.; Hill, Nicholas S.; Hu, Bo; Kwon, Deborah H.; Jacob, Miriam S.; Jellis, Christine L.; Larive, A. Brett; Lempel, Jason K.; Maron, Bradley A.; Mathai, Stephen C.; McCarthy, Kevin; Mehra, Reena; Nawabit, Rawan; Newman, John H.; Olman, Mitchell A.; Park, Margaret M.; Ramos, Jose A.; Renapurkar, Rahul D.; Rischard, Franz P.; Sherer, Susan G.; Tang, W. H. Wilson; Thomas, James D.; Vanderpool, Rebecca R.; Waxman, Aaron B.; Wilcox, Jennifer D.; Yuan, Jason X-J; Horn, Evelyn M.; PVDOMICS Study Group; Medicine, School of MedicineBackground: PVDOMICS (Pulmonary Vascular Disease Phenomics) is a precision medicine initiative to characterize pulmonary vascular disease (PVD) using deep phenotyping. PVDOMICS tests the hypothesis that integration of clinical metrics with omic measures will enhance understanding of PVD and facilitate an updated PVD classification. Objectives: The purpose of this study was to describe clinical characteristics and transplant-free survival in the PVDOMICS cohort. Methods: Subjects with World Symposium Pulmonary Hypertension (WSPH) group 1-5 PH, disease comparators with similar underlying diseases and mild or no PH and healthy control subjects enrolled in a cross-sectional study. PH groups, comparators were compared using standard statistical tests including log-rank tests for comparing time to transplant or death. Results: A total of 1,193 subjects were included. Multiple WSPH groups were identified in 38.9% of PH subjects. Nocturnal desaturation was more frequently observed in groups 1, 3, and 4 PH vs comparators. A total of 50.2% of group 1 PH subjects had ground glass opacities on chest computed tomography. Diffusing capacity for carbon monoxide was significantly lower in groups 1-3 PH than their respective comparators. Right atrial volume index was higher in WSPH groups 1-4 than comparators. A total of 110 participants had a mean pulmonary artery pressure of 21-24 mm Hg. Transplant-free survival was poorest in group 3 PH. Conclusions: PVDOMICS enrolled subjects across the spectrum of PVD, including mild and mixed etiology PH. Novel findings include low diffusing capacity for carbon monoxide and enlarged right atrial volume index as shared features of groups 1-3 and 1-4 PH, respectively; unexpected, frequent presence of ground glass opacities on computed tomography; and sleep alterations in group 1 PH, and poorest survival in group 3 PH. PVDOMICS will facilitate a new understanding of PVD and refine the current PVD classification.Item Combination Therapy With Rapamycin and Low Dose Imatinib in Pulmonary Hypertension(Frontiers Media, 2021-11-11) Shi, Yinan; Gu, Chenxin; Zhao, Tongtong; Jia, Yangfan; Bao, Changlei; Luo, Ang; Guo, Qiang; Han, Ying; Wang, Jian; Black, Stephen M.; Desai, Ankit A.; Tang, Haiyang; Medicine, School of MedicineRationale: Enhanced proliferation and distal migration of human pulmonary arterial smooth muscle cells (hPASMCs) both contribute to the progressive increases in pulmonary vascular remodeling and resistance in pulmonary arterial hypertension (PAH). Our previous studies revealed that Rictor deletion, to disrupt mTOR Complex 2 (mTORC2), over longer periods result in a paradoxical rise in platelet-derived growth factor receptor (PDGFR) expression in PASMCs. Thus, the purpose of this study was to evaluate the role of combination therapy targeting both mTOR signaling with PDGFR inhibition to attenuate the development and progression of PAH. Methods and Results: Immunoblotting analyses revealed that short-term exposure to rapamycin (6h) significantly reduced phosphorylation of p70S6K (mTORC1-specific) in hPASMCs but had no effect on the phosphorylation of AKT (p-AKT S473, considered mTORC2-specific). In contrast, longer rapamycin exposure (>24 h), resulted in differential AKT (T308) and AKT (S473) phosphorylation with increases in phosphorylation of AKT at T308 and decreased phosphorylation at S473. Phosphorylation of both PDGFRα and PDGFRβ was increased in hPASMCs after treatment with rapamycin for 48 and 72 h. Based on co-immunoprecipitation studies, longer exposure to rapamycin (24-72 h) significantly inhibited the binding of mTOR to Rictor, mechanistically suggesting mTORC2 inhibition by rapamycin. Combined exposure of rapamycin with the PDGFR inhibitor, imatinib significantly reduced the proliferation and migration of hPASMCs compared to either agent alone. Pre-clinical studies validated increased therapeutic efficacy of rapamycin combined with imatinib in attenuating PAH over either drug alone. Specifically, combination therapy further attenuated the development of monocrotaline (MCT)- or Hypoxia/Sugen-induced pulmonary hypertension (PH) in rats as demonstrated by further reductions in the Fulton index, right ventricular systolic pressure (RVSP), pulmonary vascular wall thickness and vessel muscularization, and decreased proliferating cell nuclear antigen (PCNA) staining in PASMCs. Conclusion: Prolonged rapamycin treatment activates PDGFR signaling, in part, via mTORC2 inhibition. Combination therapy with rapamycin and imatinib may be a more effective strategy for the treatment of PAH.Item Cox-sMBPLS: An Algorithm for Disease Survival Prediction and Multi-Omics Module Discovery Incorporating Cis-Regulatory Quantitative Effects(Frontiers Media, 2021-08-02) Vahabi, Nasim; McDonough, Caitrin W.; Desai, Ankit A.; Cavallari, Larisa H.; Duarte, Julio D.; Michailidis, George; Medicine, School of MedicineBackground: The development of high-throughput techniques has enabled profiling a large number of biomolecules across a number of molecular compartments. The challenge then becomes to integrate such multimodal Omics data to gain insights into biological processes and disease onset and progression mechanisms. Further, given the high dimensionality of such data, incorporating prior biological information on interactions between molecular compartments when developing statistical models for data integration is beneficial, especially in settings involving a small number of samples. Results: We develop a supervised model for time to event data (e.g., death, biochemical recurrence) that simultaneously accounts for redundant information within Omics profiles and leverages prior biological associations between them through a multi-block PLS framework. The interactions between data from different molecular compartments (e.g., epigenome, transcriptome, methylome, etc.) were captured by using cis-regulatory quantitative effects in the proposed model. The model, coined Cox-sMBPLS, exhibits superior prediction performance and improved feature selection based on both simulation studies and analysis of data from heart failure patients. Conclusion: The proposed supervised Cox-sMBPLS model can effectively incorporate prior biological information in the survival prediction system, leading to improved prediction performance and feature selection. It also enables the identification of multi-Omics modules of biomolecules that impact the patients' survival probability and also provides insights into potential relevant risk factors that merit further investigation.Item Cytokine profiling in pulmonary arterial hypertension: the role of redox homeostasis and sex(Elsevier, 2022) Rafikov, Ruslan; Rischard, Franz; Vasilyev, Mikhail; Varghese, Mathews V.; Yuan, Jason X-J; Desai, Ankit A.; Garcia, Joe G.; Rafikova, Olga; Medicine, School of MedicinePulmonary arterial hypertension (PAH) is a fatal disease with a well-established sexual dimorphism. Activated inflammatory response and altered redox homeostasis, both known to manifest in a sex-specific manner, are implicated in the pathogenic mechanisms involved in PAH development. This study aimed to evaluate the impact of sex and plasma redox status on circulating cytokine profiles. Plasma oxidation-reduction potential (ORP), as a substitute measure of redox status, was analyzed in male and female Group 1 PAH and healthy subjects. The profiles of 27 circulating cytokines were compared in 2 PAH groups exhibiting the highest and lowest quartile for plasma ORP, correlated with clinical parameters, and used to predict patient survival. The analysis of the PAH groups with the highest and lowest ORP revealed a correlation between elevated cytokine levels and increased oxidative stress in females. In contrast, in males, cytokine expressions were increased in the lower oxidative environment (except for IL-1b). Correlations of the increased cytokine expressions with PAH severity were highly sex-dependent and corresponded to the increase in PAH severity in males and less severe PAH in females. Machine learning algorithms trained on the combined cytokine and redox profiles allowed the prediction of PAH mortality with 80% accuracy. We conclude that the profile of circulating cytokines in PAH patients is redox- and sex-dependent, suggesting the vital need to stratify the patient cohort subjected to anti-inflammatory therapies. Combined cytokine and/or redox profiling showed promising value for predicting the patients' survival.Item Differential drug response in pulmonary arterial hypertension: The potential for precision medicine(Wiley, 2023-11-02) Miller, Elise; Sampson, Chinwuwanuju Ugo‐Obi; Desai, Ankit A.; Karnes, Jason H.; Medicine, School of MedicinePulmonary arterial hypertension (PAH) is a rare, complex, and deadly cardiopulmonary disease. It is characterized by changes in endothelial cell function and smooth muscle cell proliferation in the pulmonary arteries, causing persistent vasoconstriction, resulting in right heart hypertrophy and failure. There are multiple drug classes specific to PAH treatment, but variation between patients may impact treatment response. A small subset of patients is responsive to pulmonary vasodilators and can be treated with calcium channel blockers, which would be deleterious if prescribed to a typical PAH patient. Little is known about the underlying cause of this important difference in vasoresponsive PAH patients. Sex, race/ethnicity, and pharmacogenomics may also factor into efficacy and safety of PAH-specific drugs. Research has indicated that endothelin receptor antagonists may be more effective in women and there have been some minor differences found in certain races and ethnicities, but these findings are muddled by the impact of socioeconomic factors and a lack of representation of non-White patients in clinical trials. Genetic variants in genes such as CYP3A5, CYP2C9, PTGIS, PTGIR, GNG2, CHST3, and CHST13 may influence the efficacy and safety of certain PAH-specific drugs. PAH research faces many challenges, but there is potential for new methodologies to glean new insights into PAH development and treatment.