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Xi Y, Chen D, Dong Z, Lam H, He J, Du K, Chen C, Guo J, Xiao J. RNA Sequencing of Cardiac in a Rat Model Uncovers Potential Target LncRNA of Diabetic Cardiomyopathy. Front Genet 2022; 13:848364. [PMID: 35495145 PMCID: PMC9044075 DOI: 10.3389/fgene.2022.848364] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 03/18/2022] [Indexed: 12/16/2022] Open
Abstract
Background: Diabetic cardiomyopathy (DCM) is one of the major causes of heart failure in diabetic patients; however, its pathogenesis remains unclear. Long non-coding RNAs (lncRNAs) are involved in the development of various cardiovascular diseases, but little is known in DCM. Objective: The present study was conducted to investigate the altered expression signature of lncRNAs and mRNAs by RNA-sequencing and uncovers the potential targets of DCM. Methods: A DCM rat model was established, and the genome-wide expression profile of cardiac lncRNAs and mRNAs was investigated in the rat model with and without DCM by RNA-sequencing. Bioinformatics analysis included the co-expression, competitive endogenous RNA (ceRNA) network, and functional enrichment analysis of deregulated lncRNAs and mRNAs. Results: A total of 355 lncRNA transcripts and 828 mRNA transcripts were aberrantly expressed. The ceRNA network showed that lncRNA XR_351927.3, ENSRNOT00000089581, XR_597359.2, XR_591602.2, and XR_001842089.1 are associated with the greatest number of differentially expressed mRNAs and AURKB, MELK, and CDK1 may be the potential regulatory targets of these lncRNAs. Functional analysis showed that these five lncRNAs are closely associated with fibration, cell proliferation, and energy metabolism of cardiac myocytes, indicating that these core lncRNAs have high significance in DCM. Conclusions: The present study profiled the DCM-specific lncRNAs and mRNAs, constructed the lncRNA-related ceRNA regulatory network, and identified the potential prognostic biomarkers, which provided new insights into the pathogenesis of DCM.
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Affiliation(s)
- Yangbo Xi
- Department of The First Clinical Medical College, Jinan University, Guangzhou, China
- Department of Cardiology, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Dongping Chen
- Central Laboratory, The Dongguan Affiliated Hospital of Jinan University, Binhaiwan Central Hospital of Dongguan, Dongguan, China
| | - Zhihui Dong
- Central Laboratory, The Dongguan Affiliated Hospital of Jinan University, Binhaiwan Central Hospital of Dongguan, Dongguan, China
| | - Hingcheung Lam
- Department of The First Clinical Medical College, Jinan University, Guangzhou, China
| | - Jiading He
- Department of The First Clinical Medical College, Jinan University, Guangzhou, China
| | - Keyi Du
- Department of The First Clinical Medical College, Jinan University, Guangzhou, China
| | - Can Chen
- Department of Pathology, The Dongguan Affiliated Hospital of Jinan University, Binhaiwan Central Hospital of Dongguan, Dongguan, China
| | - Jun Guo
- Department of The First Clinical Medical College, Jinan University, Guangzhou, China
- Department of Cardiology, The First Affiliated Hospital of Jinan University, Guangzhou, China
- *Correspondence: Jun Guo, ; Jianmin Xiao,
| | - Jianmin Xiao
- Department of The First Clinical Medical College, Jinan University, Guangzhou, China
- Central Laboratory, The Dongguan Affiliated Hospital of Jinan University, Binhaiwan Central Hospital of Dongguan, Dongguan, China
- Department of Cardiology, The Dongguan Affiliated Hospital of Jinan University, Binhaiwan Central Hospital of Dongguan, Dongguan, China
- *Correspondence: Jun Guo, ; Jianmin Xiao,
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Blumenthal MJ, Cornejo Castro EM, Whitby D, Katz AA, Schäfer G. Evidence for altered host genetic factors in KSHV infection and KSHV-related disease development. Rev Med Virol 2021; 31:e2160. [PMID: 33043529 PMCID: PMC8047912 DOI: 10.1002/rmv.2160] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 08/06/2020] [Accepted: 08/08/2020] [Indexed: 01/09/2023]
Abstract
Kaposi's sarcoma-associated herpesvirus (KSHV) is the etiological agent of Kaposi's sarcoma (KS), the most common AIDS-related malignancy. It also causes other rare, but certainly underreported, KSHV-associated pathologies, namely primary effusion lymphoma, multicentric Castleman disease and KSHV inflammatory cytokine syndrome. Epidemiology and pathogenicity studies point to the potential for host genetic predisposition to KSHV infection and/or the subsequent development of KSHV-associated pathologies partly explaining the peculiar geographic and population-specific incidence of KSHV and associated pathologies and discrepancies in KSHV exposure and infection and KSHV infection and disease development. This review consolidates the current knowledge of host genetic factors involved in the KSHV-driven pathogenesis. Studies reviewed here indicate a plausible connection between KSHV susceptibility and host genetic factors that affect either viral access to host cells via entry mechanisms or host innate immunity to viral infection. Subsequent to infection, KSHV-associated pathogenesis, reviewed here primarily in the context of KS, is likely influenced by an orchestrated concert of innate immune system interactions, downstream inflammatory pathways and oncogenic mechanisms. The association studies reviewed here point to interesting candidate genes that may prove important in achieving a more nuanced understanding of the pathogenesis and therapeutic targeting of KSHV and associated diseases. Recent studies on host genetic factors suggest numerous candidate genes strongly associated with KSHV infection or subsequent disease development, particularly innate immune system mediators. Taken together, these contribute toward our understanding of the geographic prevalence and population susceptibility to KSHV and KSHV-associated diseases.
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Affiliation(s)
- Melissa J. Blumenthal
- International Centre for Genetic Engineering and BiotechnologyCape TownSouth Africa
- Division of Medical Biochemistry and Structural Biology, Department of Integrative Biomedical SciencesUniversity of Cape TownCape TownSouth Africa
- Institute of Infectious Disease and Molecular MedicineUniversity of Cape TownCape TownSouth Africa
| | - Elena Maria Cornejo Castro
- Viral Oncology Section, AIDS and Cancer Virus Program, Leidos Biomedical ResearchFrederick National Laboratory for Cancer ResearchFrederickMarylandUSA
| | - Denise Whitby
- Viral Oncology Section, AIDS and Cancer Virus Program, Leidos Biomedical ResearchFrederick National Laboratory for Cancer ResearchFrederickMarylandUSA
| | - Arieh A. Katz
- Division of Medical Biochemistry and Structural Biology, Department of Integrative Biomedical SciencesUniversity of Cape TownCape TownSouth Africa
- Institute of Infectious Disease and Molecular MedicineUniversity of Cape TownCape TownSouth Africa
| | - Georgia Schäfer
- International Centre for Genetic Engineering and BiotechnologyCape TownSouth Africa
- Division of Medical Biochemistry and Structural Biology, Department of Integrative Biomedical SciencesUniversity of Cape TownCape TownSouth Africa
- Institute of Infectious Disease and Molecular MedicineUniversity of Cape TownCape TownSouth Africa
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Pant T, Dhanasekaran A, Bai X, Zhao M, Thorp EB, Forbess JM, Bosnjak ZJ, Ge ZD. Genome-wide differential expression profiling of lncRNAs and mRNAs associated with early diabetic cardiomyopathy. Sci Rep 2019; 9:15345. [PMID: 31653946 PMCID: PMC6814824 DOI: 10.1038/s41598-019-51872-9] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2019] [Accepted: 10/08/2019] [Indexed: 12/20/2022] Open
Abstract
Diabetic cardiomyopathy is one of the main causes of heart failure and death in patients with diabetes. There are no effective approaches to preventing its development in the clinic. Long noncoding RNAs (lncRNA) are increasingly recognized as important molecular players in cardiovascular disease. Herein we investigated the profiling of cardiac lncRNA and mRNA expression in type 2 diabetic db/db mice with and without early diabetic cardiomyopathy. We found that db/db mice developed cardiac hypertrophy with normal cardiac function at 6 weeks of age but with a decreased diastolic function at 20 weeks of age. LncRNA and mRNA transcripts were remarkably different in 20-week-old db/db mouse hearts compared with both nondiabetic and diabetic controls. Overall 1479 lncRNA transcripts and 1109 mRNA transcripts were aberrantly expressed in 6- and 20-week-old db/db hearts compared with nondiabetic controls. The lncRNA-mRNA co-expression network analysis revealed that 5 deregulated lncRNAs having maximum connections with differentially expressed mRNAs were BC038927, G730013B05Rik, 2700054A10Rik, AK089884, and Daw1. Bioinformatics analysis revealed that these 5 lncRNAs are closely associated with membrane depolarization, action potential conduction, contraction of cardiac myocytes, and actin filament-based movement of cardiac cells. This study profiles differently expressed lncRNAs in type 2 mice with and without early diabetic cardiomyopathy and identifies BC038927, G730013B05Rik, 2700054A10Rik, AK089884, and Daw1 as the core lncRNA with high significance in diabetic cardiomyopathy.
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Affiliation(s)
- Tarun Pant
- Departments of Medicine, Medical College of Wisconsin, 8701 Watertown Plank Road, Milwaukee, Wisconsin, 53226, USA
- Centre for Biotechnology, Anna University, Chennai, Tamil Nadu, 600025, India
| | | | - Xiaowen Bai
- Physiology, Medical College of Wisconsin, 8701 Watertown Plank Road, Milwaukee, Wisconsin, 53226, USA
- Departments of Cell Biology, Neurobiology & Anatomy, Medical College of Wisconsin, 8701 Watertown Plank Road, Milwaukee, Wisconsin, 53226, USA
| | - Ming Zhao
- Division of Cardiology, Department of Medicine, Feinberg School of Medicine, Northwestern University, 300 E. Superior Avenue, Chicago, Illinois, 60611, USA
| | - Edward B Thorp
- Department of Pathology, Feinberg School of Medicine, Northwestern University, 300 E. Superior Avenue, Chicago, Illinois, 60611, USA
| | - Joseph M Forbess
- Departments of Surgery and Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Feinberg School of Medicine, Northwestern University, 225 E. Chicago Avenue, Chicago, Illinois, 60611, USA
| | - Zeljko J Bosnjak
- Departments of Medicine, Medical College of Wisconsin, 8701 Watertown Plank Road, Milwaukee, Wisconsin, 53226, USA
- Physiology, Medical College of Wisconsin, 8701 Watertown Plank Road, Milwaukee, Wisconsin, 53226, USA
| | - Zhi-Dong Ge
- Departments of Surgery and Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Feinberg School of Medicine, Northwestern University, 225 E. Chicago Avenue, Chicago, Illinois, 60611, USA.
- Department of Pathology, Feinberg School of Medicine, Northwestern University, 300 E. Superior Avenue, Chicago, Illinois, 60611, USA.
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Blumenthal MJ, Schutz C, Barr D, Locketz M, Marshall V, Whitby D, Katz AA, Uldrick T, Meintjes G, Schäfer G. The Contribution of Kaposi's Sarcoma-Associated Herpesvirus to Mortality in Hospitalized Human Immunodeficiency Virus-Infected Patients Being Investigated for Tuberculosis in South Africa. J Infect Dis 2019; 220:841-851. [PMID: 31004430 PMCID: PMC6667800 DOI: 10.1093/infdis/jiz180] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Accepted: 04/11/2019] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Despite increasing numbers of human immunodeficiency virus (HIV)-infected South Africans receiving antiretroviral therapy (ART), tuberculosis (TB) remains the leading cause of mortality. Approximately 25% of patients treated for TB have microbiologically unconfirmed diagnoses. We assessed whether elevated Kaposi's sarcoma-associated herpesvirus (KSHV) viral load (VL) contributes to mortality in hospitalized HIV-infected patients investigated for TB. METHODS Six hundred eighty-two HIV-infected patients admitted to Khayelitsha Hospital, South Africa, were recruited, investigated for TB, and followed for 12 weeks. KSHV serostatus, peripheral blood KSHV-VL, and KSHV-associated clinical correlates were evaluated. RESULTS Median CD4 count was 62 (range, 0-526) cells/μL; KSHV seropositivity was 30.7% (95% confidence interval [CI], 27%-34%); 5.8% had detectable KSHV-VL (median, 199.1 [range, 13.4-2.2 × 106] copies/106 cells); 22% died. Elevated KSHV-VL was associated with mortality (adjusted odds ratio, 6.5 [95% CI, 1.3-32.4]) in patients without TB or other microbiologically confirmed coinfections (n = 159). Six patients had "possible KSHV-inflammatory cytokine syndrome" (KICS): 5 died, representing significantly worse survival (P < .0001), and 1 patient was diagnosed with KSHV-associated multicentric Castleman disease at autopsy. CONCLUSIONS Given the association of mortality with elevated KSHV-VL in critically ill HIV-infected patients with suspected but not microbiologically confirmed TB, KSHV-VL and KICS criteria may guide diagnostic and therapeutic evaluation.
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Affiliation(s)
- Melissa J Blumenthal
- Division of Medical Biochemistry and Structural Biology, Department of Integrative Biomedical Sciences
- Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa
| | - Charlotte Schutz
- Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa
- Department of Medicine, University of Cape Town, South Africa
- Wellcome Centre for Infectious Diseases Research in Africa, University of Cape Town, South Africa
| | - David Barr
- Wellcome Centre for Infectious Diseases Research in Africa, University of Cape Town, South Africa
- Wellcome Trust Liverpool Glasgow Centre for Global Health Research, Institute of Infection and Global Health, University of Liverpool, United Kingdom
| | - Michael Locketz
- Division of Anatomical Pathology, National Health Laboratory Service, University of Cape Town, South Africa
| | - Vickie Marshall
- Viral Oncology Section, AIDS and Cancer Virus Program, Leidos Biomedical Research, Frederick National Laboratory for Cancer Research, National Institutes of Health, Maryland
| | - Denise Whitby
- Viral Oncology Section, AIDS and Cancer Virus Program, Leidos Biomedical Research, Frederick National Laboratory for Cancer Research, National Institutes of Health, Maryland
| | - Arieh A Katz
- Division of Medical Biochemistry and Structural Biology, Department of Integrative Biomedical Sciences
- Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa
| | - Thomas Uldrick
- Fred Hutchison Cancer Research Center, Seattle, Washington
| | - Graeme Meintjes
- Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa
- Department of Medicine, University of Cape Town, South Africa
- Wellcome Centre for Infectious Diseases Research in Africa, University of Cape Town, South Africa
| | - Georgia Schäfer
- Division of Medical Biochemistry and Structural Biology, Department of Integrative Biomedical Sciences
- Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa
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