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Wang J, Wang L, Zhang H, Tang R, Xu W, Meng N, Zhao Y, Liu Y, Li G, Lin Y. Mst1 knockout and Nrf2 activation alleviate diabetic cardiomyopathy pathogenesis through autophagy modulation in type 2 diabetic mice. Cell Signal 2025; 131:111717. [PMID: 40054589 DOI: 10.1016/j.cellsig.2025.111717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2024] [Revised: 02/21/2025] [Accepted: 03/04/2025] [Indexed: 03/16/2025]
Abstract
Diabetic cardiomyopathy (DCM) is a myocardial disorder resulting from glucose metabolism dysfunction, leading to structural and functional heart abnormalities independent of common cardiovascular conditions. This study explores the impact of Mammalian Sterile20-like Kinase 1 (Mst1) and Nuclear Factor E2-Related Factor 2 (Nrf2) pathways on autophagy in type 2 diabetic mice. By employing Mst1 knockout and Nrf2 activation, improvements in cardiac function reduced myocardial fibrosis, and decreased cardiomyocyte apoptosis was observed, with enhanced autophagy noted in Mst1 knockout mice further augmented by Nrf2 activation. The Mst1/Nrf2 pathway demonstrates a protective effect by regulating autophagy-related proteins, offering a potential therapeutic avenue for treating DCM in type 2 diabetes.
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MESH Headings
- Animals
- NF-E2-Related Factor 2/metabolism
- NF-E2-Related Factor 2/genetics
- Autophagy
- Diabetic Cardiomyopathies/pathology
- Diabetic Cardiomyopathies/metabolism
- Diabetic Cardiomyopathies/genetics
- Diabetes Mellitus, Type 2/complications
- Diabetes Mellitus, Type 2/pathology
- Diabetes Mellitus, Type 2/metabolism
- Diabetes Mellitus, Type 2/genetics
- Mice, Knockout
- Mice
- Diabetes Mellitus, Experimental/complications
- Diabetes Mellitus, Experimental/pathology
- Diabetes Mellitus, Experimental/metabolism
- Myocytes, Cardiac/metabolism
- Myocytes, Cardiac/pathology
- Male
- Apoptosis
- Mice, Inbred C57BL
- Protein Serine-Threonine Kinases/genetics
- Protein Serine-Threonine Kinases/metabolism
- Hepatocyte Growth Factor/metabolism
- Hepatocyte Growth Factor/genetics
- Signal Transduction
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Affiliation(s)
- Jun Wang
- Department of Pathophysiology, Qiqihar Medical College, Qiqihar 161006, China; Qiqihar Medical College, Key Laboratory of Drug Food Homologous Resources and Metabolic Disease Prevention and Treatment in Heilongjiang Province, Qiqihar 161006, China
| | - Lulu Wang
- Department of Anatomy, Qiqihar Medical College, Qiqihar 161006, China
| | - Huixiang Zhang
- Department of Pathophysiology, Qiqihar Medical College, Qiqihar 161006, China
| | - Runbo Tang
- The First Ward of Peadiatric Department, The Second Affiliated Hospital of Harbin Medical University, Harbin 150086, China
| | - Wensi Xu
- Department of Gastroenterology, Third Affiliated Hospital of Qiqihar Medical College, Qiqihar 161006, China
| | - Nana Meng
- Department of Functions of Qiqihar Medical College, Qiqihar 161006, China
| | - Yu Zhao
- Department of Pathophysiology, Qiqihar Medical College, Qiqihar 161006, China
| | - Yang Liu
- Department of Pathophysiology, Qiqihar Medical College, Qiqihar 161006, China
| | - Guangwei Li
- Department of Pathophysiology, Qiqihar Medical College, Qiqihar 161006, China; Qiqihar Medical College, Key Laboratory of Drug Food Homologous Resources and Metabolic Disease Prevention and Treatment in Heilongjiang Province, Qiqihar 161006, China.
| | - Yan Lin
- Department of Pathophysiology, Qiqihar Medical College, Qiqihar 161006, China; Qiqihar Medical College, Key Laboratory of Drug Food Homologous Resources and Metabolic Disease Prevention and Treatment in Heilongjiang Province, Qiqihar 161006, China.
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Bianchi E, Ruggeri M, Vigani B, Aguzzi C, Rossi S, Sandri G. Synthesis and use of thermoplastic polymers for tissue engineering purposes. Int J Pharm X 2025; 9:100313. [PMID: 39807177 PMCID: PMC11729033 DOI: 10.1016/j.ijpx.2024.100313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Revised: 11/27/2024] [Accepted: 12/12/2024] [Indexed: 01/16/2025] Open
Abstract
Thermoplastic polymers provide a versatile platform to mimic various aspects of physiological extracellular matrix properties such as chemical composition, stiffness, and topography for use in cell and tissue engineering applications. In this review, we provide a brief overview of the most promising thermoplastic polymers, and in particular the thermoplastic polyesters, such as poly(lactic acid), poly(glycolic acid), and polycaprolactone, and the thermoplastic elastomers, such as polyurethanes, polyhydroxyalkanoates, and poly(butyl cyanoacrylate). A particular focus has been made on the synthesis processes, the processability and the biocompatibility. We also discuss how these materials can be applied in tissue engineering, mimicking tissues' structure and function, and stimulate mesenchymal stem cells differentiation and mechanotransduction.
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Affiliation(s)
- Eleonora Bianchi
- Department of Drug Sciences, University of Pavia, Viale Taramelli 12, 27100 Pavia, Italy
| | - Marco Ruggeri
- Department of Drug Sciences, University of Pavia, Viale Taramelli 12, 27100 Pavia, Italy
| | - Barbara Vigani
- Department of Drug Sciences, University of Pavia, Viale Taramelli 12, 27100 Pavia, Italy
| | - Carola Aguzzi
- Department of Pharmacy and Pharmaceutical Technology, University of Granada, Cartuja Campus, Granada 18071, Spain
| | - Silvia Rossi
- Department of Drug Sciences, University of Pavia, Viale Taramelli 12, 27100 Pavia, Italy
| | - Giuseppina Sandri
- Department of Drug Sciences, University of Pavia, Viale Taramelli 12, 27100 Pavia, Italy
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Wang L, Zhang C, Ma J, Li J, Wu Y, Ren Y, Li J, Li Y, Yang Y. Mammalian Ste20-like kinase 1 regulates AMPK to mitigate the progression of non-alcoholic fatty liver disease. Eur J Med Res 2025; 30:296. [PMID: 40247356 PMCID: PMC12004885 DOI: 10.1186/s40001-025-02557-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2025] [Accepted: 04/04/2025] [Indexed: 04/19/2025] Open
Abstract
BACKGROUND Non-alcoholic steatohepatitis (NASH) progression is strongly associated with deteriorating hepatic function, primarily driven by free cholesterol (FC) accumulation-induced lipotoxicity. Emerging evidence highlights the regulatory role of mammalian Ste20-like kinase 1 (MST1) in modulating intrahepatic lipid homeostasis, suggesting its therapeutic potential for non-alcoholic fatty liver disease (NAFLD) management. This investigation seeks to elucidate the pathophysiological mechanisms through which MST1 modulates NASH progression. METHODS The experimental design employed two murine genetic models-wild-type (WT) controls and MST1-knockout (MST1-KO) specimens-subjected to a nutritionally modified Western diet (WD) enriched with saturated fats, simple carbohydrates, and dietary cholesterol to induce non-alcoholic steatohepatitis (NASH) pathogenesis. Lentiviral transduction techniques facilitated targeted MST1 overexpression in WT animals maintained on this dietary regimen. Parallel in vitro investigations utilized HepG2 hepatocyte cultures exposed to free fatty acid (FFA) cocktails comprising palmitic and oleic acids, coupled with CRISPR-mediated MST1 suppression and complementary gain-of-function manipulations to delineate molecular mechanisms. RESULTS NASH triggers hepatic sterol biosynthesis activation, resulting in pathological FC overload concurrent with MST1 transcriptional suppression. Genetic ablation of MST1 amplifies intrahepatic FC retention and potentiates histopathological inflammation, while MST1 reconstitution mitigates steatotic FC deposition and attenuates inflammatory cascades. Mechanistic profiling revealed MST1-mediated AMPKα phosphorylation at Thr172, which suppresses cholesterogenic enzyme expression via sterol regulatory element-binding transcription factor 2 (SREBP2) axis modulation. This phosphorylation cascade demonstrates dose-dependent inhibition of HMGCR activity, resolving FC-induced hepatotoxicity. Crucially, MST1 orchestrates AMPK/SREBP2 crosstalk to maintain sterol homeostasis, with knockout models exhibiting 67% elevated SREBP2 nuclear translocation compared to controls. CONCLUSIONS The regulatory axis involving MST1-mediated AMPK phosphorylation emerges as a promising therapeutic modality for modulating hepatic sterol metabolism. It demonstrates significant potential in arresting the progression of inflammatory cascades and extracellular matrix remodeling characteristic of NASH pathogenesis. Mechanistic studies confirm that this phosphorylation cascade effectively suppresses de novo lipogenesis while enhancing cholesterol efflux capacity, thereby establishing a dual-target strategy against both metabolic dysfunction and fibrotic transformation in preclinical models.
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Affiliation(s)
- Lijuan Wang
- School of Basic Medical Sciences, Ningxia Medical University, 1160 Shengli St, Xingqing District, Yinchuan, 750001, Ningxia, China
- Department of Endocrinology, General Hospital of Ningxia Medical University, Yinchuan, 750001, Ningxia, China
| | - Chenglei Zhang
- Medical Laboratory, General Hospital of Ningxia Medical University, Yinchuan, 750001, Ningxia, China
| | - Jie Ma
- School of Basic Medical Sciences, Ningxia Medical University, 1160 Shengli St, Xingqing District, Yinchuan, 750001, Ningxia, China
| | - Jiarui Li
- School of Basic Medical Sciences, Ningxia Medical University, 1160 Shengli St, Xingqing District, Yinchuan, 750001, Ningxia, China
| | - Yuanyuan Wu
- Department of Oncology, Cancer Hospital, General Hospital of Ningxia Medical University, Yinchuan, 750001, Ningxia, China
| | - Yanru Ren
- Department of Endocrinology, General Hospital of Ningxia Medical University, Yinchuan, 750001, Ningxia, China
| | - Jianning Li
- School of Basic Medical Sciences, Ningxia Medical University, 1160 Shengli St, Xingqing District, Yinchuan, 750001, Ningxia, China
| | - Yan Li
- School of Basic Medical Sciences, Ningxia Medical University, 1160 Shengli St, Xingqing District, Yinchuan, 750001, Ningxia, China.
| | - Yi Yang
- School of Basic Medical Sciences, Ningxia Medical University, 1160 Shengli St, Xingqing District, Yinchuan, 750001, Ningxia, China.
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Lao Z, Chen X, Pan B, Fang B, Yang W, Qian Y. Pharmacological regulators of Hippo pathway: Advances and challenges of drug development. FASEB J 2025; 39:e70438. [PMID: 40100056 DOI: 10.1096/fj.202401895rr] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 02/14/2025] [Accepted: 02/23/2025] [Indexed: 03/20/2025]
Abstract
The Hippo signaling pathway is crucial in regulating organ size, tumor progression, tissue regeneration, and bone homeostasis. Inactivation of the Hippo pathway results in the nuclear translocation and activation of YAP/TAZ. This activation not only promotes tumor progression but also enhances tissue regeneration, wound healing, and maintenance of bone stability Although its discovery occurred over two decades ago, developing effective inhibitors or activators for the Hippo pathway remains challenging. Recently, however, the pace of advancements in developing Hippo signaling-related agonists and antagonists has accelerated, with some drugs that target TEAD advancing to clinical trials and showing promise for treating related diseases. This review summarizes the progress in research on Hippo signaling-related agonists and inhibitors, offering an in-depth analysis of their regulatory mechanisms, pharmacological properties, and potential in vivo applications.
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Affiliation(s)
- Zhaobai Lao
- Department of Orthopedics Surgery, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, Zhejiang, China
| | - Xin Chen
- Department of Orthopedics Surgery, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, Zhejiang, China
| | - Bin Pan
- Department of Orthopedics Surgery, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, Zhejiang, China
| | - Bin Fang
- Department of Orthopedics Surgery, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, Zhejiang, China
| | - Wanlei Yang
- Department of Orthopedics Surgery, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, Zhejiang, China
| | - Yu Qian
- Department of Orthopedics Surgery, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, Zhejiang, China
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Zhang L, Gao M, Wu Y, Liu H, Zhuang X, Zhou Y, Song Q, Bi S, Zhang W, Cui Y. MST1 interactomes profiling across cell death in esophageal squamous cell carcinoma. MEDICAL REVIEW (2021) 2024; 4:531-543. [PMID: 39664081 PMCID: PMC11629308 DOI: 10.1515/mr-2024-0031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/30/2024] [Accepted: 05/27/2024] [Indexed: 12/13/2024]
Abstract
Objectives Resistance to apoptosis in esophageal squamous cell carcinoma (ESCC) constitutes a significant impediment to treatment efficacy. Exploring alternative cell death pathways and their regulatory factors beyond apoptosis is crucial for overcoming drug resistance and enhancing therapeutic outcomes in ESCC. Methods Mammalian Ste 20-like kinase 1 (MST1) is implicated in regulating various cell deaths, including apoptosis, autophagy, and pyroptosis. Employing enhanced ascorbate peroxidase 2 (APEX2) proximity labeling coupled with immunoprecipitation-mass spectrometry (IP-MS), we elucidated the interactomes of MST1 across these three cell death paradigms. Results Proteomic profiling unveiled the functional roles and subcellular localization of MST1 and its interacting proteins during normal proliferation and various cell death processes. Notably, MST1 exhibited an expanded interactome during cell death compared to normal proliferation and chromosome remodeling functions consistently. In apoptosis, there was a notable increase of mitosis-associated proteins such as INCENP, ANLN, KIF23, SHCBP1 and SUPT16H, which interacted with MST1, alongside decreased expression of the pre-apoptotic protein STK3. During autophagy, the bindings of DNA repair-related proteins CBX8 and m6A reader YTHDC1 to MST1 were enhanced. In pyroptosis, LRRFIP2 and FLII which can inhibit pyroptosis increasingly binding to MST1. Conclusions Our findings delineate potential mechanisms through which MST1 and its interactomes regulate cell death, paving the way for further investigation to validate and consolidate these observations.
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Affiliation(s)
- Li Zhang
- Cancer Institute, Shenzhen-Peking University-the Hong Kong University of Science and Technology Medical Center, Shenzhen, Guangdong, China
| | - Mingwei Gao
- Department of Oncology, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China
| | - Yueguang Wu
- Cancer Institute, Shenzhen-Peking University-the Hong Kong University of Science and Technology Medical Center, Shenzhen, Guangdong, China
| | - Huijuan Liu
- Institute of Cancer Research, Shenzhen Bay Laboratory, Shenzhen, Guangdong, China
| | - Xuehan Zhuang
- Cancer Institute, Shenzhen-Peking University-the Hong Kong University of Science and Technology Medical Center, Shenzhen, Guangdong, China
| | - Yan Zhou
- Institute of Cancer Research, Shenzhen Bay Laboratory, Shenzhen, Guangdong, China
| | - Qiqin Song
- Cancer Institute, Shenzhen-Peking University-the Hong Kong University of Science and Technology Medical Center, Shenzhen, Guangdong, China
| | - Shanshan Bi
- Cancer Institute, Shenzhen-Peking University-the Hong Kong University of Science and Technology Medical Center, Shenzhen, Guangdong, China
| | - Weimin Zhang
- Cancer Institute, Shenzhen-Peking University-the Hong Kong University of Science and Technology Medical Center, Shenzhen, Guangdong, China
| | - Yongping Cui
- Cancer Institute, Shenzhen-Peking University-the Hong Kong University of Science and Technology Medical Center, Shenzhen, Guangdong, China
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Shen J, Valentim W, Friligkou E, Overstreet C, Choi K, Koller D, O’Donnell CJ, Stein MB, Gelernter J, Posttraumatic Stress Disorder Working Group of the Psychiatric Genomics Consortium, Lv H, Sun L, Falcone GJ, Polimanti R, Pathak GA. Genetics of posttraumatic stress disorder and cardiovascular conditions using Life's Essential 8, Electronic Health Records, and Heart Imaging. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.08.20.24312181. [PMID: 39228734 PMCID: PMC11370495 DOI: 10.1101/2024.08.20.24312181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 09/05/2024]
Abstract
BACKGROUND Patients with post-traumatic stress disorder (PTSD) experience higher risk of adverse cardiovascular (CV) outcomes. This study explores shared loci, and genes between PTSD and CV conditions from three major domains: CV diagnoses from electronic health records (CV-EHR), cardiac and aortic imaging, and CV health behaviors defined in Life's Essential 8 (LE8). METHODS We used genome-wide association study (GWAS) of PTSD (N=1,222,882), 246 CV diagnoses based on EHR data from Million Veteran Program (MVP; N=458,061), UK Biobank (UKBB; N=420,531), 82 cardiac and aortic imaging traits (N=26,893), and GWAS of traits defined in the LE8 (N = 282,271 ~ 1,320,016). Shared loci between PTSD and CV conditions were identified using local genetic correlations (rg), and colocalization (shared causal variants). Overlapping genes between PTSD and CV conditions were identified from genetically regulated proteome expression in brain and blood tissues, and subsequently tested to identify functional pathways and gene-drug targets. Epidemiological replication of EHR-CV diagnoses was performed in AllofUS cohort (AoU; N=249,906). RESULTS Among the 76 PTSD-susceptibility risk loci, 33 loci exhibited local rg with 45 CV-EHR traits (|rg|≥0.4), four loci with eight heart imaging traits(|rg|≥0.5), and 44 loci with LE8 factors (|rg|≥0.36) in MVP. Among significantly correlated loci, we found shared causal variants (colocalization probability > 80%) between PTSD and 17 CV-EHR (in MVP) at 11 loci in MVP, that also replicated in UKBB and/or other cohorts. Of the 17 traits, the observational analysis in the AoU showed PTSD was associated with 13 CV-EHR traits after accounting for socioeconomic factors and depression diagnosis. PTSD colocalized with eight heart imaging traits on 2 loci and with LE8 factors on 31 loci. Leveraging blood and brain proteome expression, we found 33 and 122 genes, respectively, shared between PTSD and CVD. Blood proteome genes were related to neuronal and immune processes, while the brain proteome genes converged on metabolic and calcium-modulating pathways (FDR p <0.05). Drug repurposing analysis highlighted DRD2, NOS1, GFAP, and POR as common targets of psychiatric and CV drugs. CONCLUSION PTSD-CV comorbidities exhibit shared risk loci, and genes involved in tissue-specific regulatory mechanisms.
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Affiliation(s)
- Jie Shen
- Department of Cardiology, Children’s Hospital of Soochow University, Suzhou, China
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Wander Valentim
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Faculdade de Medicina da Universidade Federal de Minas Gerais, Belo Horizonte, State of Minas Gerais, Brazil
| | - Eleni Friligkou
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Veteran Affairs Connecticut Healthcare System, West Haven, CT, USA
| | - Cassie Overstreet
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Veteran Affairs Connecticut Healthcare System, West Haven, CT, USA
| | - Karmel Choi
- Center for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Dora Koller
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Veteran Affairs Connecticut Healthcare System, West Haven, CT, USA
- Department of Genetics, Microbiology, and Statistics, Faculty of Biology, University of Barcelona, Catalonia, Spain
| | - Christopher J. O’Donnell
- Department of Psychiatry, UC San Diego School of Medicine, University of California, San Diego, La Jolla, California; Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, California; Veterans Affairs San Diego Healthcare System, San Diego, California
| | - Murray B. Stein
- Cardiology Section, Department of Medicine, Veterans Affairs Boston Healthcare System, West Roxbury, Massachusetts
| | - Joel Gelernter
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Veteran Affairs Connecticut Healthcare System, West Haven, CT, USA
| | | | - Haitao Lv
- Department of Cardiology, Children’s Hospital of Soochow University, Suzhou, China
| | - Ling Sun
- Department of Cardiology, Children’s Hospital of Soochow University, Suzhou, China
| | - Guido J. Falcone
- Center for Brain and Mind Health Yale University New Haven CT USA; Department of Neurology Yale University New Haven CT USA
| | - Renato Polimanti
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Veteran Affairs Connecticut Healthcare System, West Haven, CT, USA
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Connecticut, USA
| | - Gita A. Pathak
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Veteran Affairs Connecticut Healthcare System, West Haven, CT, USA
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Wang K, Zhou Z, Huang L, Kan Q, Wang Z, Wu W, Yao C. PINK1 dominated mitochondria associated genes signature predicts abdominal aortic aneurysm with metabolic syndrome. Biochim Biophys Acta Mol Basis Dis 2024; 1870:166919. [PMID: 38251428 DOI: 10.1016/j.bbadis.2023.166919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 09/29/2023] [Accepted: 10/10/2023] [Indexed: 01/23/2024]
Abstract
Abdominal aortic aneurysm (AAA) is typically asymptomatic but a devastating cardiovascular disorder, with overall mortality exceeding 80 % once it ruptures. Some patients with AAA may also have comorbid metabolic syndrome (MS), suggesting a potential common underlying pathogenesis. Mitochondrial dysfunction has been reported as a key factor contributing to the deterioration of both AAA and MS. However, the intricate interplay between metabolism and mitochondrial function, both contributing to the development of AAA, has not been thoroughly explored. In this study, we identified candidate genes related to mitochondrial function in AAA and MS. Subsequently, we developed a nomoscore model comprising hub genes (PINK1, ACSL1, CYP27A1, and SLC25A11), identified through the application of two machine learning algorithms, to predict AAA. We observed a marked disparity in immune infiltration profiles between high- and low-nomoscore groups. Furthermore, we confirmed a significant upregulation of the expression of the four hub genes in AAA tissues. Among these, ACSL1 showed relatively higher expression in LPS-treated RAW264.7 cell lines, while CYP27A1 exhibited a notable decrease. Moreover, SLC25A11 displayed a significant upregulation in AngII-treated VSMCs. Conversely, the expression level of PINK1 declined in LPS-stimulated RAW264.7 cell lines but significantly increased in AngII-treated VSMCs. In vivo experiments revealed that the activation of PINK1-mediated mitophagy inhibited the development of AAA in mice. In this current study, we have innovatively identified four mitochondrial function-related genes through integrated bioinformatic analysis. This discovery sheds light on the regulatory mechanisms and unveils promising therapeutic targets for the comorbidity of AAA and MS.
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Affiliation(s)
- Kangjie Wang
- Division of Vascular Surgery, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510800, China; National-Guangdong Joint Engineering Laboratory for Diagnosis and Treatment of Vascular Disease, First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China
| | - Zhihao Zhou
- Division of Vascular Surgery, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510800, China; National-Guangdong Joint Engineering Laboratory for Diagnosis and Treatment of Vascular Disease, First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China
| | - Lin Huang
- Division of Vascular Surgery, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510800, China; National-Guangdong Joint Engineering Laboratory for Diagnosis and Treatment of Vascular Disease, First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China
| | - Qinghui Kan
- Division of Vascular Surgery, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510800, China; National-Guangdong Joint Engineering Laboratory for Diagnosis and Treatment of Vascular Disease, First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China
| | - Zhecun Wang
- Division of Vascular Surgery, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510800, China; National-Guangdong Joint Engineering Laboratory for Diagnosis and Treatment of Vascular Disease, First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China.
| | - Weibin Wu
- Division of Vascular Surgery, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510800, China; National-Guangdong Joint Engineering Laboratory for Diagnosis and Treatment of Vascular Disease, First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China.
| | - Chen Yao
- Division of Vascular Surgery, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510800, China; National-Guangdong Joint Engineering Laboratory for Diagnosis and Treatment of Vascular Disease, First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China.
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