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Luo C, Tan B, Chu L, Chen L, Zhong X, Jiang Y, Yan Y, Mo F, Wang H, Yang F. Enhanced fibrotic potential of COL1A1 hiNR4A1 low fibroblasts in ischemic heart revealed by transcriptional dynamics heterogeneity analysis at both bulk and single-cell levels. Front Cardiovasc Med 2025; 11:1460813. [PMID: 39834736 PMCID: PMC11743554 DOI: 10.3389/fcvm.2024.1460813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Accepted: 12/11/2024] [Indexed: 01/22/2025] Open
Abstract
Background Fibroblasts in the fibrotic heart exhibit a heterogeneous biological behavior. The specific subsets of fibroblasts that contribute to progressive cardiac fibrosis remain unrevealed. Our aim is to identify the heart fibroblast (FB) subsets that most significantly promote fibrosis and the related critical genes as biomarkers for ischemic heart disease. Methods The single nuclei RNA sequencing (snRNA-seq) and bulk RNA sequencing datasets used in this study were obtained from the Gene Expression Omnibus (GEO). The activity of gene sets related to progressive fibrosis was quantified for each FB cluster using the AddmoleculeScore function. Differentially expressed genes (DEGs) for the specific cell cluster with the highest fibrotic transcription dynamics were identified and integrated with bulk RNA sequencing data for analysis. Multiple machine learning models were employed to identify the optimal gene panel for diagnosing ischemic heart disease (IHD) based on the intersected DEGs. The effectiveness and robustness of the gene-derived diagnostic tool were validated using two independent IHD cohorts.Subsequently, we validated the signature genes using a rat post-myocardial infarction heart failure model. Results We conducted an analysis on high-quality snRNA-seq data obtained from 3 IHD and 4 cardiac sarcoidosis heart samples, resulting in the identification of 16 FB clusters. Cluster2 exhibited the highest gene activity in terms of fibrosis-related transcriptome dynamics. The characteristic gene expression profile of this FB subset indicated a specific upregulation of COL1A1 and several pro-fibrotic factors, including CCDC102B, GUCY1A3, TEX41, NREP, TCAP, and WISP, while showing a downregulation of NR4A1, an endogenous inhibitor of the TGF-β pathway. Consequently, we designated this subgroup as COL1A1hiNR4A1low FB. Gene set enrichment analysis (GSEA) shows that the gene expression pattern of COL1A1hiNR4A1low FB was closer to pathways associated with cardiac fibrosis. Through machine learning, ten feature genes from COL1A1hiNR4A1low FB were selected to construct a diagnostic tool for IHD. The robustness of this new tool was validated using an independent cohort and heart failure rats. Conclusion COL1A1hiNR4A1low FB possess heightened capability in promoting cardiac fibrosis. Additionally, it offers molecular insights into the mechanisms underlying the regulation of the TGF-β pathway. Furthermore, the characteristic genes of COL1A1hiNR4A1 FB could serve as valuable tools for diagnosing of IHD.
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Affiliation(s)
- Cheng Luo
- Department of Cardiology, Liuzhou Workers’ Hospital, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, China
- Medical Science Research Center, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, China
- Liuzhou Key Laboratory of Primary Cardiomyopathy in Prevention and Treatment, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, China
| | - Baoping Tan
- Department of Cardiology, Liuzhou Workers’ Hospital, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, China
| | - Luoxiang Chu
- Department of Cardiology, Liuzhou Workers’ Hospital, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, China
| | - Liqiang Chen
- Department of Oncology, Liuzhou Workers’ Hospital,The Fourth Affiliated Hospital of Guangxi Medical University, Liuazhou, China
| | - Xinglong Zhong
- Department of Cardiology, Liuzhou Workers’ Hospital, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, China
| | - Yangyang Jiang
- Rehabilitation Department, Liuzhou Workers’ Hospital,The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, China
| | - Yuluan Yan
- Department of Cardiology, Liuzhou Workers’ Hospital, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, China
| | - Fanrui Mo
- Department of Cardiology, Liuzhou Workers’ Hospital, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, China
| | - Hong Wang
- Department of Cardiology, Liuzhou Workers’ Hospital, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, China
| | - Fan Yang
- Department of Cardiology, Liuzhou Workers’ Hospital, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, China
- Liuzhou Key Laboratory of Primary Cardiomyopathy in Prevention and Treatment, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, China
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Sabharwal R, Chapleau MW, Gerhold TD, Baumbach GL, Faraci FM. Plasticity of cerebral microvascular structure and mechanics during hypertension and following recovery of arterial pressure. Am J Physiol Heart Circ Physiol 2022; 323:H1108-H1117. [PMID: 36269650 PMCID: PMC9678426 DOI: 10.1152/ajpheart.00292.2022] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 09/28/2022] [Accepted: 10/13/2022] [Indexed: 12/14/2022]
Abstract
Changes in vascular structure contribute to vascular events and loss of brain health. We examined changes in cerebral arterioles at the onset of hypertension and the hypothesis that alterations during hypertension would recover with the return of mean arterial pressure (MAP) to normal. MAP was measured with radiotelemetry in awake male C57BL/6J mice at baseline and during infusion of vehicle or angiotensin II (ANG II, 1.4 mg/kg/day using osmotic pumps) for 28 days, followed by a 28-day recovery. With ANG II treatment, MAP increased through day 28. On day 30, MAP began to recover, reaching levels not different from vehicle on day 37. We measured intravascular pressure, diameter, wall thickness (WT), wall:lumen ratio (W:L), cross-sectional area (CSA), and slope of the tangential elastic modulus (ET) in maximally dilated arterioles. Variables were similar in both groups at day 1, with no significant change with vehicle treatment. With ANG II treatment, CSA, WT, and W:L increased on days 7-28. Internal and external diameter was reduced at 14 and 28 days. ET versus wall stress was reduced on days 7-28. During recovery, the diameter remained at days 14 and 28 values, whereas other variables returned partly or completely to normal. Thus, CSA, WT, W:L, and ET versus wall stress changed rapidly during hypertension and recovered with MAP. In contrast, inward remodeling developed slowly and did not recover. This lack of recovery has mechanistic implications for the long-term impact of hypertension on vascular determinants of brain health.NEW & NOTEWORTHY Changes in vascular structure contribute to vascular events and loss of brain health. We examined the inherent structural plasticity of cerebral arterioles during and after a period of hypertension. Arteriolar wall thickness, diameter, wall-to-lumen ratio, and biological stiffness changed rapidly during hypertension and recovered with blood pressure. In contrast, inward remodeling developed slowly and did not recover. This lack of recovery of arteriolar diameter has implications for the long-term impact of hypertension on vascular determinants of brain health.
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Affiliation(s)
- Rasna Sabharwal
- Department of Internal Medicine, Carver College of Medicine, Francois M. Abboud Cardiovascular Center, University of Iowa, Iowa City, Iowa
- Department of Neuroscience and Pharmacology, Carver College of Medicine, Francois M. Abboud Cardiovascular Center, University of Iowa, Iowa City, Iowa
| | - Mark W Chapleau
- Department of Internal Medicine, Carver College of Medicine, Francois M. Abboud Cardiovascular Center, University of Iowa, Iowa City, Iowa
- Department of Molecular Physiology and Biophysics, Carver College of Medicine, Francois M. Abboud Cardiovascular Center, University of Iowa, Iowa City, Iowa
| | - Thomas D Gerhold
- Department of Internal Medicine, Carver College of Medicine, Francois M. Abboud Cardiovascular Center, University of Iowa, Iowa City, Iowa
| | - Gary L Baumbach
- Department of Pathology, Carver College of Medicine, Francois M. Abboud Cardiovascular Center, University of Iowa, Iowa City, Iowa
| | - Frank M Faraci
- Department of Internal Medicine, Carver College of Medicine, Francois M. Abboud Cardiovascular Center, University of Iowa, Iowa City, Iowa
- Department of Neuroscience and Pharmacology, Carver College of Medicine, Francois M. Abboud Cardiovascular Center, University of Iowa, Iowa City, Iowa
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Bone Marrow Culture-Derived Conditioned Medium Recovers Endothelial Function of Vascular Grafts following In Vitro Ischemia/Reperfusion Injury in Diabetic Rats. Stem Cells Int 2022; 2022:7019088. [PMID: 36277042 PMCID: PMC9586819 DOI: 10.1155/2022/7019088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 09/19/2022] [Accepted: 09/21/2022] [Indexed: 11/17/2022] Open
Abstract
Ischemia/reperfusion injury (IRI) remains a challenge in coronary artery bypass grafting (CABG). Diabetic patients with coronary artery disease are more likely to require CABG and therefore run a high risk for cardiovascular complications. Conditioned medium (CM) from bone marrow-derived mesenchymal stem cells has been shown to have beneficial effects against IRI. We hypothesized that adding CM to physiological saline protects vascular grafts from IRI in diabetic rats. Bone-marrow derived cells were isolated from nondiabetic rat femurs/tibias, and CM was generated. As we previously reported, CM contains 23 factors involved in inflammation, oxidative stress, and apoptosis. DM was induced by streptozotocin administration. Eight weeks later, to measure vascular function, aortic rings were isolated and mounted in organ bath chambers (DM group) or stored in 4°C saline, supplemented either with a vehicle (DM-IR group) or CM (DM-IR+CM group). Although DM was associated with structural changes compared to controls, there were no functional alterations. However, compared to the DM group, in the DM-IR aortas, impaired maximum endothelium-dependent vasorelaxation in response to acetylcholine (DM 86.7 ± 0.1% vs. DM-IR 42.5 ± 2.5% vs. DM-IR+CM 61.9 ± 2.0%, p < 0.05) was improved, caspase-3, caspase-8, caspase-9, and caspase-12 immunoreactivity was decreased, and DNA strand breakage, detected by the TUNEL assay, was reduced by CM. We present the experimental finding that the preservation of vascular grafts with CM prevents endothelial dysfunction after IRI in diabetic rats. Targeting apoptosis by CM may contribute to its protective effect.
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Korkmaz-Icöz S, Sun X, Li S, Brlecic P, Loganathan S, Ruppert M, Sayour AA, Radovits T, Karck M, Szabó G. Conditioned Medium from Mesenchymal Stem Cells Alleviates Endothelial Dysfunction of Vascular Grafts Submitted to Ischemia/Reperfusion Injury in 15-Month-Old Rats. Cells 2021; 10:1231. [PMID: 34067928 PMCID: PMC8155879 DOI: 10.3390/cells10051231] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 05/12/2021] [Accepted: 05/13/2021] [Indexed: 01/09/2023] Open
Abstract
In patients undergoing coronary artery bypass grafting (CABG), ischemia/reperfusion injury (IRI) is the main contributor to organ dysfunction. Aging-induced vascular damage may be further aggravated during CABG. Favorable effects of conditioned medium (CM) from mesenchymal stem cells (MSCs) have been suggested against IRI. We hypothesized that adding CM to saline protects vascular grafts from IRI in rats. We found that CM contains 28 factors involved in apoptosis, inflammation, and oxidative stress. Thoracic aortic rings from 15-month-old rats were explanted and immediately mounted in organ bath chambers (aged group) or underwent 24 h of cold ischemic preservation in saline-supplemented either with vehicle (aged-IR group) or CM (aged-IR+CM group), prior to mounting. Three-month-old rats were used as referent young animals. Aging was associated with an increase in intima-to-media thickness, an increase in collagen content, higher caspase-12 mRNA levels, and immunoreactivity compared to young rats. Impaired endothelium-dependent vasorelaxation to acetylcholine in the aged-IR group compared to the aged-aorta was improved by CM (aged 61 ± 2% vs. aged-IR 38 ± 2% vs. aged-IR+CM 50 ± 3%, p < 0.05). In the aged-IR group, the already high mRNA levels of caspase-12 were decreased by CM. CM alleviates endothelial dysfunction following IRI in 15-month-old rats. The protective effect may be related to the inhibition of caspase-12 expression.
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Affiliation(s)
- Sevil Korkmaz-Icöz
- Department of Cardiac Surgery, University Hospital Heidelberg, 69120 Heidelberg, Germany; (X.S.); (S.L.); (P.B.); (S.L.); (M.R.); (A.A.S.); (M.K.); (G.S.)
| | - Xiaoxin Sun
- Department of Cardiac Surgery, University Hospital Heidelberg, 69120 Heidelberg, Germany; (X.S.); (S.L.); (P.B.); (S.L.); (M.R.); (A.A.S.); (M.K.); (G.S.)
| | - Shiliang Li
- Department of Cardiac Surgery, University Hospital Heidelberg, 69120 Heidelberg, Germany; (X.S.); (S.L.); (P.B.); (S.L.); (M.R.); (A.A.S.); (M.K.); (G.S.)
| | - Paige Brlecic
- Department of Cardiac Surgery, University Hospital Heidelberg, 69120 Heidelberg, Germany; (X.S.); (S.L.); (P.B.); (S.L.); (M.R.); (A.A.S.); (M.K.); (G.S.)
| | - Sivakkanan Loganathan
- Department of Cardiac Surgery, University Hospital Heidelberg, 69120 Heidelberg, Germany; (X.S.); (S.L.); (P.B.); (S.L.); (M.R.); (A.A.S.); (M.K.); (G.S.)
- Department of Cardiac Surgery, University Hospital Halle (Saale), 06120 Halle, Germany
| | - Mihály Ruppert
- Department of Cardiac Surgery, University Hospital Heidelberg, 69120 Heidelberg, Germany; (X.S.); (S.L.); (P.B.); (S.L.); (M.R.); (A.A.S.); (M.K.); (G.S.)
- Heart and Vascular Center, Semmelweis University, 1122 Budapest, Hungary;
| | - Alex Ali Sayour
- Department of Cardiac Surgery, University Hospital Heidelberg, 69120 Heidelberg, Germany; (X.S.); (S.L.); (P.B.); (S.L.); (M.R.); (A.A.S.); (M.K.); (G.S.)
- Heart and Vascular Center, Semmelweis University, 1122 Budapest, Hungary;
| | - Tamás Radovits
- Heart and Vascular Center, Semmelweis University, 1122 Budapest, Hungary;
| | - Matthias Karck
- Department of Cardiac Surgery, University Hospital Heidelberg, 69120 Heidelberg, Germany; (X.S.); (S.L.); (P.B.); (S.L.); (M.R.); (A.A.S.); (M.K.); (G.S.)
| | - Gábor Szabó
- Department of Cardiac Surgery, University Hospital Heidelberg, 69120 Heidelberg, Germany; (X.S.); (S.L.); (P.B.); (S.L.); (M.R.); (A.A.S.); (M.K.); (G.S.)
- Department of Cardiac Surgery, University Hospital Halle (Saale), 06120 Halle, Germany
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