1
|
Hou X, Xiao S, Xu X, Qin M, Cheng X, Xu X. Glycoprotein Non-metastatic Melanoma Protein B (GPNMB) Protects Against Neuroinflammation and Neuronal Loss in Pilocarpine-induced Epilepsy via the Regulation of Microglial Polarization. Neuroscience 2024; 551:166-176. [PMID: 38782114 DOI: 10.1016/j.neuroscience.2024.05.019] [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: 01/08/2024] [Revised: 04/24/2024] [Accepted: 05/15/2024] [Indexed: 05/25/2024]
Abstract
Epilepsy is a progressive neurodegenerative disease highlighted by recurrent seizures, neuroinflammation, and the loss of neurons. Microglial dysfunction is commonly found in epileptic foci and contributes to neuroinflammation in the initiation and progression of epilepsy. Glycoprotein non-metastatic melanoma protein B (GPNMB), a transmembrane glycoprotein, has been involved in the microglial activation and neuroinflammation response. The present study investigated the functional significance of GPNMB in epilepsy. A proven model of epilepsy was established by intraperitoneal injection of pilocarpine to male Sprague Dawley rats. Lentivirus vectors carrying GPNMB or GPNMB short hairpin RNA (shGPNMB) were injected into the hippocampus to induce overexpression or knockdown of GPNMB. GPNMB expression was significantly upregulated and overexpression of GPNMB in the hippocampus reduced seizure activity and neuronal loss after status epilepticus (SE). We here focused on the effects of GPNMB deficiency on neuronal injury and microglia polarization 28 days after SE. GPNMB knockdown accelerated neuronal damage in the hippocampus, evidenced by increased neuron loss and neuronal cell apoptosis. Following GPNMB knockdown, M1 polarization (iNOS) and secretion of pro-inflammatory cytokines IL-6, IL-1β, and TNF-α were increased, and M2 polarization (Arg1) and secretion of anti-inflammatory cytokines IL-4, IL-10, and TGF-β were decreased. BV2 cells were used to further confirm the regulatory role of GPNMB in modulating phenotypic transformations and inflammatory cytokine expressions in microglia. In conclusion, these results indicated that GPNMB suppressed epilepsy through repression of hippocampal neuroinflammation, suggesting that GPNMB might be considered the potential neurotherapeutic target for epilepsy management and play a protective role against epilepsy by modulating the polarization of microglia.
Collapse
Affiliation(s)
- Xuejing Hou
- Department of Pediatrics, The First Affiliated Hospital of Harbin Medical University, Harbin 150001, China; Department of Pediatrics, The Fourth Affiliated Hospital of Harbin Medical University, Harbin 150001, China
| | - Shanshan Xiao
- Ward of Neonatology, The Fourth Affiliated Hospital of Harbin Medical University, Harbin 150001, China
| | - Xiaohong Xu
- Department of Gastroenterology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing 100045, China
| | - Mingze Qin
- Department of Pediatrics, The Fourth Affiliated Hospital of Harbin Medical University, Harbin 150001, China
| | - Xuebing Cheng
- Department of Pediatrics, The Fourth Affiliated Hospital of Harbin Medical University, Harbin 150001, China
| | - Xiangping Xu
- Department of Pediatrics, The First Affiliated Hospital of Harbin Medical University, Harbin 150001, China.
| |
Collapse
|
2
|
Yu X, Li M, Wang C, Guan X. Glycoprotein non-metastatic melanoma protein B (GPNMB): An attractive target in atherosclerosis. Biochem Biophys Res Commun 2024; 732:150386. [PMID: 39024681 DOI: 10.1016/j.bbrc.2024.150386] [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: 05/08/2024] [Revised: 06/30/2024] [Accepted: 07/09/2024] [Indexed: 07/20/2024]
Abstract
Atherosclerosis (AS), the leading cause of cardiovascular diseases, is heavily influenced by inflammation, lipid accumulation, autophagy, and aging. The expression of glycoprotein non-metastatic melanoma B (GPNMB) has been observed to correlate with lipid content, inflammation, and aging, progressively increasing as atherosclerosis advances through its various stages, from baseline to early and advanced phases. However, the interaction between GPNMB and AS is controversial. Knockout of GPNMB has been shown to increase atherosclerotic plaque burden in mice. Conversely, targeted elimination of GPNMB-positive cells reduced atherosclerotic burden. These seemingly contradictory findings underscore the complexity of the issue and highlight the need for further research to reconcile these discrepancies and to elucidate the precise role of GPNMB in the pathogenesis of AS.
Collapse
Affiliation(s)
- Xiaochen Yu
- Department of Laboratory Diagnostics, The First Affiliated Hospital of Harbin Medical University, 23 Youzheng Street, Nangang, Harbin, Heilongjiang, 150001, PR China
| | - Min Li
- Department of Laboratory Diagnostics, The First Affiliated Hospital of Harbin Medical University, 23 Youzheng Street, Nangang, Harbin, Heilongjiang, 150001, PR China
| | - Chao Wang
- Department of Laboratory Diagnostics, The First Affiliated Hospital of Harbin Medical University, 23 Youzheng Street, Nangang, Harbin, Heilongjiang, 150001, PR China
| | - Xiuru Guan
- Department of Laboratory Diagnostics, The First Affiliated Hospital of Harbin Medical University, 23 Youzheng Street, Nangang, Harbin, Heilongjiang, 150001, PR China.
| |
Collapse
|
3
|
Holman CD, Sakers AP, Calhoun RP, Cheng L, Fein EC, Jacobs C, Tsai L, Rosen ED, Seale P. Aging impairs cold-induced beige adipogenesis and adipocyte metabolic reprogramming. eLife 2024; 12:RP87756. [PMID: 38775132 PMCID: PMC11111218 DOI: 10.7554/elife.87756] [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] [Indexed: 05/24/2024] Open
Abstract
The energy-burning capability of beige adipose tissue is a potential therapeutic tool for reducing obesity and metabolic disease, but this capacity is decreased by aging. Here, we evaluate the impact of aging on the profile and activity of adipocyte stem and progenitor cells (ASPCs) and adipocytes during the beiging process in mice. We found that aging increases the expression of Cd9 and other fibro-inflammatory genes in fibroblastic ASPCs and blocks their differentiation into beige adipocytes. Fibroblastic ASPC populations from young and aged mice were equally competent for beige differentiation in vitro, suggesting that environmental factors suppress adipogenesis in vivo. Examination of adipocytes by single nucleus RNA-sequencing identified compositional and transcriptional differences in adipocyte populations with aging and cold exposure. Notably, cold exposure induced an adipocyte population expressing high levels of de novo lipogenesis (DNL) genes, and this response was severely blunted in aged animals. We further identified Npr3, which encodes the natriuretic peptide clearance receptor, as a marker gene for a subset of white adipocytes and an aging-upregulated gene in adipocytes. In summary, this study indicates that aging blocks beige adipogenesis and dysregulates adipocyte responses to cold exposure and provides a resource for identifying cold and aging-regulated pathways in adipose tissue.
Collapse
Affiliation(s)
- Corey D Holman
- Institute for Diabetes, Obesity & Metabolism, Perelman School of Medicine at the University of PennsylvaniaPhiladelphiaUnited States
- Department of Cell and Developmental Biology; Perelman School of Medicine at the University of PennsylvaniaPhiladelphiaUnited States
| | - Alexander P Sakers
- Institute for Diabetes, Obesity & Metabolism, Perelman School of Medicine at the University of PennsylvaniaPhiladelphiaUnited States
- Department of Cell and Developmental Biology; Perelman School of Medicine at the University of PennsylvaniaPhiladelphiaUnited States
| | - Ryan P Calhoun
- Institute for Diabetes, Obesity & Metabolism, Perelman School of Medicine at the University of PennsylvaniaPhiladelphiaUnited States
- Department of Cell and Developmental Biology; Perelman School of Medicine at the University of PennsylvaniaPhiladelphiaUnited States
| | - Lan Cheng
- Institute for Diabetes, Obesity & Metabolism, Perelman School of Medicine at the University of PennsylvaniaPhiladelphiaUnited States
- Department of Cell and Developmental Biology; Perelman School of Medicine at the University of PennsylvaniaPhiladelphiaUnited States
| | - Ethan C Fein
- Institute for Diabetes, Obesity & Metabolism, Perelman School of Medicine at the University of PennsylvaniaPhiladelphiaUnited States
- Department of Cell and Developmental Biology; Perelman School of Medicine at the University of PennsylvaniaPhiladelphiaUnited States
| | - Christopher Jacobs
- Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical CenterBostonUnited States
- Broad Institute of MIT and HarvardCambridgeUnited States
| | - Linus Tsai
- Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical CenterBostonUnited States
- Broad Institute of MIT and HarvardCambridgeUnited States
- Harvard Medical SchoolBostonUnited States
| | - Evan D Rosen
- Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical CenterBostonUnited States
- Broad Institute of MIT and HarvardCambridgeUnited States
- Harvard Medical SchoolBostonUnited States
| | - Patrick Seale
- Institute for Diabetes, Obesity & Metabolism, Perelman School of Medicine at the University of PennsylvaniaPhiladelphiaUnited States
- Department of Cell and Developmental Biology; Perelman School of Medicine at the University of PennsylvaniaPhiladelphiaUnited States
| |
Collapse
|
4
|
Chen YF. Temporal Single-Cell Sequencing Analysis Reveals That GPNMB-Expressing Macrophages Potentiate Muscle Regeneration. RESEARCH SQUARE 2024:rs.3.rs-4108866. [PMID: 38585871 PMCID: PMC10996783 DOI: 10.21203/rs.3.rs-4108866/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Macrophages play a crucial role in coordinating the skeletal muscle repair response, but their phenotypic diversity and the transition of specialized subsets to resolution-phase macrophages remain poorly understood. To address this issue, we induced injury and performed single-cell RNA sequencing on individual cells in skeletal muscle at different time points. Our analysis revealed a distinct macrophage subset that expressed high levels of Gpnmb and that coexpressed critical factors involved in macrophage-mediated muscle regeneration, including Igf1, Mertk, and Nr1h3. Gpnmb gene knockout inhibited macrophage-mediated efferocytosis and impaired skeletal muscle regeneration. Functional studies demonstrated that GPNMB acts directly on muscle cells in vitro and improves muscle regeneration in vivo. These findings provide a comprehensive transcriptomic atlas of macrophages during muscle injury, highlighting the key role of the GPNMB macrophage subset in regenerative processes. Targeting GPNMB signaling in macrophages could have therapeutic potential for restoring skeletal muscle integrity and homeostasis.
Collapse
Affiliation(s)
- Yu-Fan Chen
- Center for Translational Genomics & Regenerative Medicine Research, China Medical University Hospital, Taiwan
| |
Collapse
|
5
|
Liu J, Wang C, Qiu S, Sun W, Yang G, Yuan L. Toward Ultrasound Molecular Imaging of Endothelial Dysfunction in Diabetes: Targets, Strategies, and Challenges. ACS APPLIED BIO MATERIALS 2024; 7:1416-1428. [PMID: 38391247 DOI: 10.1021/acsabm.4c00053] [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] [Indexed: 02/24/2024]
Abstract
Diabetes vasculopathy is a significant complication of diabetes mellitus (DM), and early identification and timely intervention can effectively slow the progression. Accumulating studies have shown that diabetes causes vascular complications directly or indirectly through a variety of mechanisms. Direct imaging of the endothelial molecular changes not only identifies the early stage of diabetes vasculopathy but also sheds light on the precise treatment. Targeted ultrasound contrast agent (UCA)-based ultrasound molecular imaging (UMI) can noninvasively detect the expression status of molecular biomarkers overexpressed in the vasculature, thereby being a potential strategy for the diagnosis and treatment response evaluation of DM. Amounts of efforts have been focused on identification of the molecular targets expressed in the vasculature, manufacturing strategies of the targeted UCA, and the clinical translation for the diagnosis and evaluation of therapeutic efficacy in both micro- and macrovasculopathy in DM. This review summarizes the latest research progress on endothelium-targeted UCA and discusses their promising future and challenges in diabetes vasculopathy theranostics.
Collapse
Affiliation(s)
- Jiahan Liu
- Department of Ultrasound Medicine, Tangdu Hospital, Fourth Military Medical University, Shaanxi 710038, China
| | - Chen Wang
- Department of Ultrasound Medicine, Tangdu Hospital, Fourth Military Medical University, Shaanxi 710038, China
| | - Shuo Qiu
- Department of Ultrasound Medicine, Tangdu Hospital, Fourth Military Medical University, Shaanxi 710038, China
| | - Wenqi Sun
- Department of Ultrasound Medicine, Tangdu Hospital, Fourth Military Medical University, Shaanxi 710038, China
| | - Guodong Yang
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Department of Biochemistry and Molecular Biology, Fourth Military Medical University Xi'an, Shaanxi 710032, China
| | - Lijun Yuan
- Department of Ultrasound Medicine, Tangdu Hospital, Fourth Military Medical University, Shaanxi 710038, China
| |
Collapse
|
6
|
Gillett DA, Neighbarger NK, Cole C, Wallings RL, Tansey MG. Investigating the Role and Regulation of GPNMB in Progranulin-deficient Macrophages. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.12.584649. [PMID: 38558966 PMCID: PMC10980078 DOI: 10.1101/2024.03.12.584649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
Progranulin is a holoprotein that is critical for successful aging, and insufficient levels of progranulin are associated with increased risk for developing age-related neurodegenerative diseases like AD, PD, and FTD. Symptoms can vary widely, but a uniting feature among these different neurodegenerative diseases is prodromal peripheral immune cell phenotypes. However, there remains considerable gaps in the understanding of the function(s) of progranulin in immune cells, and recent work has identified a novel target candidate called GPNMB. We addressed this gap by investigating the peritoneal macrophages of 5-6-month-old Grn KO mice, and we discovered that GPNMB is actively increased as a result of insufficient progranulin and that MITF, a transcription factor, is also dysregulated in progranulin-deficient macrophages. These findings highlight the importance of early-stage disease mechanism(s) in peripheral cell populations that may lead to viable treatment strategies to delay disease progression at an early, prodromal timepoint and extend therapeutic windows.
Collapse
|
7
|
Holman CD, Sakers AP, Calhoun RP, Cheng L, Fein EC, Jacobs C, Tsai L, Rosen ED, Seale P. Aging impairs cold-induced beige adipogenesis and adipocyte metabolic reprogramming. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.03.20.533514. [PMID: 36993336 PMCID: PMC10055201 DOI: 10.1101/2023.03.20.533514] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
The energy-burning capability of beige adipose tissue is a potential therapeutic tool for reducing obesity and metabolic disease, but this capacity is decreased by aging. Here, we evaluate the impact of aging on the profile and activity of adipocyte stem and progenitor cells (ASPCs) and adipocytes during the beiging process. We found that aging increases the expression of Cd9 and other fibro-inflammatory genes in fibroblastic ASPCs and blocks their differentiation into beige adipocytes. Fibroblastic ASPC populations from young and aged mice were equally competent for beige differentiation in vitro, suggesting that environmental factors suppress adipogenesis in vivo. Examination of adipocytes by single nucleus RNA-sequencing identified compositional and transcriptional differences in adipocyte populations with age and cold exposure. Notably, cold exposure induced an adipocyte population expressing high levels of de novo lipogenesis (DNL) genes, and this response was severely blunted in aged animals. We further identified natriuretic peptide clearance receptor Npr3, a beige fat repressor, as a marker gene for a subset of white adipocytes and an aging-upregulated gene in adipocytes. In summary, this study indicates that aging blocks beige adipogenesis and dysregulates adipocyte responses to cold exposure and provides a unique resource for identifying cold and aging-regulated pathways in adipose tissue.
Collapse
Affiliation(s)
- Corey D. Holman
- Institute for Diabetes, Obesity & Metabolism; Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology; Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Alexander P. Sakers
- Institute for Diabetes, Obesity & Metabolism; Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology; Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Ryan P. Calhoun
- Institute for Diabetes, Obesity & Metabolism; Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology; Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Lan Cheng
- Institute for Diabetes, Obesity & Metabolism; Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology; Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Ethan C. Fein
- Institute for Diabetes, Obesity & Metabolism; Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology; Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Christopher Jacobs
- Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Linus Tsai
- Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Evan D. Rosen
- Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Patrick Seale
- Institute for Diabetes, Obesity & Metabolism; Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
- Department of Cell and Developmental Biology; Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| |
Collapse
|
8
|
Liu H, Yerevanian A, Westerhoff M, Hastings MH, Guerra JRB, Zhao M, Svensson KJ, Cai B, Soukas AA, Rosenzweig A. Roles of Activin A and Gpnmb in Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD). Diabetes 2024; 73:260-279. [PMID: 37934943 PMCID: PMC10796305 DOI: 10.2337/db23-0357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Accepted: 10/24/2023] [Indexed: 11/09/2023]
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD, formerly known as nonalcoholic fatty liver disease [NAFLD]) and metabolic dysfunction-associated steatohepatitis (MASH, formerly known as nonalcoholic steatohepatitis [NASH]) are leading chronic liver diseases, driving cirrhosis, hepatocellular carcinoma, and mortality. MASLD/MASH is associated with increased senescence proteins, including Activin A, and senolytics have been proposed as a therapeutic approach. To test the role of Activin A, we induced hepatic expression of Activin A in a murine MASLD/MASH model. Surprisingly, overexpression of hepatic Activin A dramatically mitigated MASLD, reducing liver steatosis and inflammation as well as systemic fat accumulation, while improving insulin sensitivity. Further studies identified a dramatic decrease in the lipid-associated macrophages marker glycoprotein NMB (Gpnmb) by Activin A, and Gpnmb knockdown in the same model produced similar benefits and transcriptional changes to Activin A expression. These studies reveal a surprising protective role for Activin A in MASLD and the potential for SASP proteins to have context-specific beneficial effects. Moreover, they implicate both Activin A and Gpnmb as potential therapeutic targets for this condition. ARTICLE HIGHLIGHTS
Collapse
Affiliation(s)
- Huan Liu
- Cardiovascular Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA
- Institute for Heart and Brain Health, University of Michigan Medical Center, Ann Arbor, MI
| | - Armen Yerevanian
- Department of Medicine, Diabetes Unit and Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | | | - Margaret H. Hastings
- Cardiovascular Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA
- Institute for Heart and Brain Health, University of Michigan Medical Center, Ann Arbor, MI
| | - Justin Ralph Baldovino Guerra
- Cardiovascular Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA
- Institute for Heart and Brain Health, University of Michigan Medical Center, Ann Arbor, MI
| | - Meng Zhao
- Department of Pathology, Stanford University School of Medicine, Stanford, CA
- Stanford Diabetes Research Center, Stanford University School of Medicine, Stanford, CA
- Stanford Cardiovascular Institute, Stanford University School of Medicine, CA
| | - Katrin J. Svensson
- Department of Pathology, Stanford University School of Medicine, Stanford, CA
- Stanford Diabetes Research Center, Stanford University School of Medicine, Stanford, CA
- Stanford Cardiovascular Institute, Stanford University School of Medicine, CA
| | - Bishuang Cai
- Division of Liver Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Alexander A. Soukas
- Department of Medicine, Diabetes Unit and Center for Genomic Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Anthony Rosenzweig
- Cardiovascular Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA
- Institute for Heart and Brain Health, University of Michigan Medical Center, Ann Arbor, MI
| |
Collapse
|
9
|
Bianco V, Kratky D. Glycoprotein Non-Metastatic Protein B (GPNMB): The Missing Link Between Lysosomes and Obesity. Exp Clin Endocrinol Diabetes 2023; 131:639-645. [PMID: 37956971 DOI: 10.1055/a-2192-0101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/21/2023]
Abstract
As a result of an unhealthy diet and limited physical activity, obesity has become a widespread pandemic worldwide and is an important predictor for the development of cardiovascular disease. Obesity is often characterized by a pro-inflammatory environment in white adipose tissue (WAT), mainly due to increased macrophage infiltration. These immune cells boost their lipid concentrations by accumulating the content of dying adipocytes. As the lysosome is highly involved in lipid handling, the progressive lipid accumulation may result in lysosomal stress and a metabolic shift. Recent studies have identified glycoprotein non-metastatic melanoma protein B (GPNMB) as a novel marker of inflammatory diseases. GPNMB is a type I transmembrane protein on the cell surface of various cell types, such as macrophages, dendritic cells, osteoblasts, and microglia, from which it can be proteolytically cleaved into a soluble molecule. It is induced by lysosomal stress via microphthalmia-associated transcription factor and thus has been found to be upregulated in many lysosomal storage disorders. In addition, a clear connection between GPNMB and obesity was recently established. GPNMB was shown to have protective and anti-inflammatory effects in most cases, preventing the progression of obesity-related metabolic disorders. In contrast, soluble GPNMB likely has the opposite effect and promotes lipogenesis in WAT. This review aims to summarize and clarify the role of GPNMB in the progression of obesity and to highlight its potential use as a biomarker for lipid-associated disorders.
Collapse
Affiliation(s)
- Valentina Bianco
- Gottfried Schatz Research Center, Molecular Biology and Biochemistry, Medical University of Graz, Graz, Austria
| | - Dagmar Kratky
- Gottfried Schatz Research Center, Molecular Biology and Biochemistry, Medical University of Graz, Graz, Austria
- BioTechMed-Graz, Graz, Austria
| |
Collapse
|
10
|
Gillett DA, Wallings RL, Uriarte Huarte O, Tansey MG. Progranulin and GPNMB: interactions in endo-lysosome function and inflammation in neurodegenerative disease. J Neuroinflammation 2023; 20:286. [PMID: 38037070 PMCID: PMC10688479 DOI: 10.1186/s12974-023-02965-w] [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: 09/22/2023] [Accepted: 11/21/2023] [Indexed: 12/02/2023] Open
Abstract
BACKGROUND Alterations in progranulin (PGRN) expression are associated with multiple neurodegenerative diseases (NDs), including frontotemporal dementia (FTD), Alzheimer's disease (AD), Parkinson's disease (PD), and lysosomal storage disorders (LSDs). Recently, the loss of PGRN was shown to result in endo-lysosomal system dysfunction and an age-dependent increase in the expression of another protein associated with NDs, glycoprotein non-metastatic B (GPNMB). MAIN BODY It is unclear what role GPNMB plays in the context of PGRN insufficiency and how they interact and contribute to the development or progression of NDs. This review focuses on the interplay between these two critical proteins within the context of endo-lysosomal health, immune function, and inflammation in their contribution to NDs. SHORT CONCLUSION PGRN and GPNMB are interrelated proteins that regulate disease-relevant processes and may have value as therapeutic targets to delay disease progression or extend therapeutic windows.
Collapse
Affiliation(s)
- Drew A Gillett
- Center for Translational Research in Neurodegenerative Disease (CTRND), University of Florida, Gainesville, FL, USA
- Department of Neuroscience, University of Florida, Gainesville, FL, USA
- McKnight Brain Institute, University of Florida, Gainesville, FL, USA
| | - Rebecca L Wallings
- Center for Translational Research in Neurodegenerative Disease (CTRND), University of Florida, Gainesville, FL, USA
- Department of Neuroscience, University of Florida, Gainesville, FL, USA
- McKnight Brain Institute, University of Florida, Gainesville, FL, USA
| | - Oihane Uriarte Huarte
- Center for Translational Research in Neurodegenerative Disease (CTRND), University of Florida, Gainesville, FL, USA
- Department of Neuroscience, University of Florida, Gainesville, FL, USA
- McKnight Brain Institute, University of Florida, Gainesville, FL, USA
| | - Malú Gámez Tansey
- Center for Translational Research in Neurodegenerative Disease (CTRND), University of Florida, Gainesville, FL, USA.
- Department of Neuroscience, University of Florida, Gainesville, FL, USA.
- McKnight Brain Institute, University of Florida, Gainesville, FL, USA.
- Norman Fixel Institute for Neurological Diseases, University of Florida, Gainesville, FL, USA.
| |
Collapse
|
11
|
Huo D, Liu YY, Zhang C, Zeng LT, Fan GQ, Zhang LQ, Pang J, Wang Y, Shen T, Li XF, Li CB, Zhang TM, Cai JP, Cui J. Serum glycoprotein non-metastatic melanoma protein B (GPNMB) level as a potential biomarker for diabetes mellitus-related cataract: A cross-sectional study. Front Endocrinol (Lausanne) 2023; 14:1110337. [PMID: 36875463 PMCID: PMC9978497 DOI: 10.3389/fendo.2023.1110337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Accepted: 02/06/2023] [Indexed: 02/18/2023] Open
Abstract
BACKGROUND Diabetes mellitus (DM), a metabolic disease that has attracted significant research and clinical attention over the years, can affect the eye structure and induce cataract in patients diagnosed with DM. Recent studies have indicated the relationship between glycoprotein non-metastatic melanoma protein B (GPNMB) and DM and DM-related renal dysfunction. However, the role of circulating GPNMB in DM-associated cataract is still unknown. In this study, we explored the potential of serum GPNMB as a biomarker for DM and DM-associated cataract. METHODS A total of 406 subjects were enrolled, including 60 and 346 subjects with and without DM, respectively. The presence of cataract was evaluated and serum GPNMB levels were measured using a commercial enzyme-linked immunosorbent assay kit. RESULTS Serum GPNMB levels were higher in diabetic individuals and subjects with cataract than in those without DM or cataract. Subjects in the highest GPNMB tertile group were more likely to have metabolic disorder, cataract, and DM. Analysis performed in subjects with DM elucidated the correlation between serum GPNMB levels and cataract. Receiver operating characteristic (ROC) curve analysis also indicated that GPNMB could be used to diagnose DM and cataract. Multivariable logistic regression analysis illustrated that GPNMB levels were independently associated with DM and cataract. DM was also found to be an independent risk factor for cataract. Further surveys revealed the combination of serum GPNMB levels and presence of DM was associated with a more precise identification of cataract than either factor alone. CONCLUSIONS Increased circulating GPNMB levels are associated with DM and cataract and can be used as a biomarker of DM-associated cataract.
Collapse
Affiliation(s)
- Da Huo
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Institute of Geriatric Medicine, Chinese Academy of Medical Science, Beijing Hospital/National Center of Gerontology of National Health Commission, Beijing, China
| | - Yuan-Yuan Liu
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Institute of Geriatric Medicine, Chinese Academy of Medical Science, Beijing Hospital/National Center of Gerontology of National Health Commission, Beijing, China
| | - Chi Zhang
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Institute of Geriatric Medicine, Chinese Academy of Medical Science, Beijing Hospital/National Center of Gerontology of National Health Commission, Beijing, China
| | - Lv-Tao Zeng
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Institute of Geriatric Medicine, Chinese Academy of Medical Science, Beijing Hospital/National Center of Gerontology of National Health Commission, Beijing, China
| | - Guo-Qing Fan
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Institute of Geriatric Medicine, Chinese Academy of Medical Science, Beijing Hospital/National Center of Gerontology of National Health Commission, Beijing, China
| | - Li-Qun Zhang
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Institute of Geriatric Medicine, Chinese Academy of Medical Science, Beijing Hospital/National Center of Gerontology of National Health Commission, Beijing, China
| | - Jing Pang
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Institute of Geriatric Medicine, Chinese Academy of Medical Science, Beijing Hospital/National Center of Gerontology of National Health Commission, Beijing, China
| | - Yao Wang
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Institute of Geriatric Medicine, Chinese Academy of Medical Science, Beijing Hospital/National Center of Gerontology of National Health Commission, Beijing, China
| | - Tao Shen
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Institute of Geriatric Medicine, Chinese Academy of Medical Science, Beijing Hospital/National Center of Gerontology of National Health Commission, Beijing, China
| | - Xue-Fei Li
- Shenzhen Institute of Synthetic Biology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Chuan-Bao Li
- Department of Laboratory Medicine, Beijing Hospital, National Center of Gerontology, National Health Commission, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Tie-Mei Zhang
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Institute of Geriatric Medicine, Chinese Academy of Medical Science, Beijing Hospital/National Center of Gerontology of National Health Commission, Beijing, China
| | - Jian-Ping Cai
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Institute of Geriatric Medicine, Chinese Academy of Medical Science, Beijing Hospital/National Center of Gerontology of National Health Commission, Beijing, China
- *Correspondence: Ju Cui, ; ; Jian-Ping Cai,
| | - Ju Cui
- The Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Institute of Geriatric Medicine, Chinese Academy of Medical Science, Beijing Hospital/National Center of Gerontology of National Health Commission, Beijing, China
- *Correspondence: Ju Cui, ; ; Jian-Ping Cai,
| |
Collapse
|
12
|
Shu S, Fu M, Chen X, Zhang N, Zhao R, Chang Y, Cui H, Liu Z, Wang X, Hua X, Li Y, Wang X, Wang X, Feng W, Song J. Cellular Landscapes of Nondiseased Human Cardiac Valves From End-Stage Heart Failure-Explanted Heart. Arterioscler Thromb Vasc Biol 2022; 42:1429-1446. [PMID: 36200446 DOI: 10.1161/atvbaha.122.318314] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND Exploring the mechanisms of valvular heart disease at the cellular level may be useful to identify new therapeutic targets; however, the comprehensive cellular landscape of nondiseased human cardiac valve leaflets remains unclear. METHODS The cellular landscapes of nondiseased human cardiac valve leaflets (5 aortic valves, 5 pulmonary valves, 5 tricuspid valves, and 3 mitral valves) from end-stage heart failure patients undergoing heart transplantation were explored using single-cell RNA sequencing. Bioinformatics was used to identify the cell types, describe the cell functions, and investigate cellular developmental trajectories and interactions. Differences among the 4 types of cardiac valves at the cellular level were summarized. Pathological staining was performed to validate the key findings of single-cell RNA sequencing. An integrative analysis of our single-cell data and published genome-wide association study-based and bulk RNA sequencing-based data provided insights into the cell-specific contributions to calcific aortic valve diseases. RESULTS Six cell types were identified among 128 412 cells from nondiseased human cardiac valve leaflets. Valvular interstitial cells were the largest population, followed by myeloid cells, lymphocytes, valvular endothelial cells, mast cells, and myofibroblasts. The 4 types of cardiac valve had distinct cellular compositions. The intercellular communication analysis revealed that valvular interstitial cells were at the center of the communication network. The integrative analysis of our single-cell RNA sequencing data revealed key cellular subpopulations involved in the pathogenesis of calcific aortic valve diseases. CONCLUSIONS The cellular landscape differed among the 4 types of nondiseased cardiac valve, which might explain their differences in susceptibility to pathological remodeling and valvular heart disease.
Collapse
Affiliation(s)
- Songren Shu
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,The Cardiomyopathy Research Group (S.S., M.F., X.C., Y.C., H.C., Z.L., X.H., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Mengxia Fu
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,The Cardiomyopathy Research Group (S.S., M.F., X.C., Y.C., H.C., Z.L., X.H., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiao Chen
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,The Cardiomyopathy Research Group (S.S., M.F., X.C., Y.C., H.C., Z.L., X.H., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ningning Zhang
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ruojin Zhao
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yuan Chang
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,The Cardiomyopathy Research Group (S.S., M.F., X.C., Y.C., H.C., Z.L., X.H., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Hao Cui
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,The Cardiomyopathy Research Group (S.S., M.F., X.C., Y.C., H.C., Z.L., X.H., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zirui Liu
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,The Cardiomyopathy Research Group (S.S., M.F., X.C., Y.C., H.C., Z.L., X.H., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiaohu Wang
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiumeng Hua
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,The Cardiomyopathy Research Group (S.S., M.F., X.C., Y.C., H.C., Z.L., X.H., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yuan Li
- Department of Cardiovascular Surgery (Y.L., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xin Wang
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,Department of Cardiovascular Surgery (Y.L., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xianqiang Wang
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,Department of Cardiovascular Surgery (Y.L., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wei Feng
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,Department of Cardiovascular Surgery (Y.L., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jiangping Song
- State Key Laboratory of Cardiovascular Disease (S.S., M.F., X.C., N.Z., R.Z., Y.C., H.C., Z.L., Xiaohu Wang, X.H., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,The Cardiomyopathy Research Group (S.S., M.F., X.C., Y.C., H.C., Z.L., X.H., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,Department of Cardiovascular Surgery (Y.L., Xin Wang, Xianqiang Wang, W.F., J.S.), Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,Shenzhen Key Laboratory of Cardiovascular Disease, Fuwai Hospital Chinese Academy of Medical Sciences, Shenzhen' China (J.S.)
| |
Collapse
|
13
|
Circulating Adipokines and Hepatokines Serve as Diagnostic Markers during Obesity Therapy. Int J Mol Sci 2022; 23:ijms232214020. [PMID: 36430499 PMCID: PMC9693838 DOI: 10.3390/ijms232214020] [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: 10/17/2022] [Revised: 11/09/2022] [Accepted: 11/10/2022] [Indexed: 11/16/2022] Open
Abstract
Allocation of morbidly obese patients to either conservative therapy options-such as lifestyle intervention and/or low-calorie diet (LCD)-or to bariatric surgery-preferably sleeve gastrectomy or Roux-en-Y gastric bypass (RYGB)-represents a crucial decision in order to obtain sustainable metabolic improvement and weight loss. The present study encompasses 160 severely obese patients, 81 of whom participated in an LCD program, whereas 79 underwent RYGB surgery. The post-interventional dynamics of physiologically relevant adipokines and hepatokines (ANGPTL4, CCL5, GDF15, GPNMB, IGFBP6), as well as their correlation with fat mass reduction and improvement of liver fibrosis, were analyzed. Systemic GDF15 was characterized as an excellent predictive marker for hepatic fibrosis as well as type 2 diabetes mellitus. Of note, baseline GDF15 serum concentrations were positively correlated with NFS and HbA1c levels after correction for BMI, suggesting GDF15 as a BMI-independent marker of hepatic fibrosis and T2D in obese individuals. Specific GDF15 cut-off values for both diseases were calculated. Overall, the present data demonstrate that circulating levels of specific adipokines and hepatokines are regulated with therapy-induced fat loss and metabolic improvement and might, therefore, serve as biomarkers for the success of obesity therapy strategies.
Collapse
|
14
|
Zhang X, Wang Y, Dong B, Jiang Y, Liu D, Xie K, Yu Y. Expression pattern and clinical value of Key RNA methylation modification regulators in ischemic stroke. Front Genet 2022; 13:1009145. [PMID: 36263422 PMCID: PMC9574037 DOI: 10.3389/fgene.2022.1009145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 09/16/2022] [Indexed: 11/13/2022] Open
Abstract
Ischemic stroke (IS) is one of the major causes of death and disability worldwide, and effective diagnosis and treatment methods are lacking. RNA methylation, a common epigenetic modification, plays an important role in disease progression. However, little is known about the role of RNA methylation modification in the regulation of IS. The aim of this study was to investigate RNA methylation modification patterns and immune infiltration characteristics in IS through bioinformatics analysis. We downloaded gene expression profiles of control and IS model rat brain tissues from the Gene Expression Omnibus database. IS profiles were divided into two subtypes based on RNA methylation regulators, and functional enrichment analyses were conducted to determine the differentially expressed genes (DEGs) between the subtypes. Weighted gene co-expression network analysis was used to explore co-expression modules and genes based on DEGs. The IS clinical diagnosis model was successfully constructed and four IS characteristic genes (GFAP, GPNMB, FKBP9, and CHMP5) were identified, which were significantly upregulated in IS samples. Characteristic genes were verified by receiver operating characteristic curve and real-time quantitative PCR analyses. The correlation between characteristic genes and infiltrating immune cells was determined by correlation analysis. Furthermore, GPNMB was screened using the protein-protein interaction network, and its regulatory network and the potential therapeutic drug chloroquine were predicted. Our finding describes the expression pattern and clinical value of key RNA methylation modification regulators in IS and novel diagnostic and therapeutic targets of IS from a new perspective.
Collapse
Affiliation(s)
- Xinyue Zhang
- Department of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Institute of Anesthesiology, Tianjin, China
| | - Yuanlin Wang
- Department of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Institute of Anesthesiology, Tianjin, China
| | - Beibei Dong
- Department of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Institute of Anesthesiology, Tianjin, China
| | - Yi Jiang
- Department of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Institute of Anesthesiology, Tianjin, China
| | - Dan Liu
- School of Medicine, Nankai University, Tianjin, China
| | - Keliang Xie
- Department of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Institute of Anesthesiology, Tianjin, China
- Department of Critical Care Medicine, Tianjin Medical University General Hospital, Tianjin, China
| | - Yonghao Yu
- Department of Anesthesiology, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Institute of Anesthesiology, Tianjin, China
- *Correspondence: Yonghao Yu,
| |
Collapse
|
15
|
Lazaratos AM, Annis MG, Siegel PM. GPNMB: a potent inducer of immunosuppression in cancer. Oncogene 2022; 41:4573-4590. [PMID: 36050467 DOI: 10.1038/s41388-022-02443-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 08/10/2022] [Accepted: 08/12/2022] [Indexed: 11/09/2022]
Abstract
The immune system is comprised of both innate and adaptive immune cells, which, in the context of cancer, collectively function to eliminate tumor cells. However, tumors can actively sculpt the immune landscape to favor the establishment of an immunosuppressive microenvironment, which promotes tumor growth and progression to metastatic disease. Glycoprotein-NMB (GPNMB) is a transmembrane glycoprotein that is overexpressed in a variety of cancers. It can promote primary tumor growth and metastasis, and GPNMB expression correlates with poor prognosis and shorter recurrence-free survival in patients. There is growing evidence supporting an immunosuppressive role for GPNMB in the context of malignancy. This review provides a description of the emerging roles of GPNMB as an inducer of immunosuppression, with a particular focus on its role in mediating cancer progression by restraining pro-inflammatory innate and adaptive immune responses.
Collapse
Affiliation(s)
| | - Matthew G Annis
- Goodman Cancer Institute, McGill University, Montréal, QC, Canada.,Department of Medicine, McGill University, Montréal, QC, Canada
| | - Peter M Siegel
- Goodman Cancer Institute, McGill University, Montréal, QC, Canada. .,Department of Medicine, McGill University, Montréal, QC, Canada. .,Department of Biochemistry, McGill University, Montréal, QC, Canada. .,Department of Anatomy and Cell Biology, McGill University, Montréal, QC, Canada. .,Department of Oncology, McGill University, Montréal, QC, Canada.
| |
Collapse
|
16
|
Nickl B, Qadri F, Bader M. Role of Gpnmb in atherosclerosis of female mice. Biochem Biophys Res Commun 2022; 621:20-24. [DOI: 10.1016/j.bbrc.2022.06.082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 06/24/2022] [Indexed: 11/16/2022]
|
17
|
Lear TB, Finkel T. Senolytic vaccination: a new mandate for cardiovascular health? THE JOURNAL OF CARDIOVASCULAR AGING 2022; 2:17. [PMID: 36819765 PMCID: PMC9937554 DOI: 10.20517/jca.2022.03] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Senescent cell accumulation is increasingly associated with a number of age-related cardiovascular diseases. Now, a new manuscript in Nature Aging suggests that a novel vaccine-based strategy might provide a targeted method to eliminate the senescent cell population.
Collapse
Affiliation(s)
- Travis B. Lear
- Aging Institute, University of Pittsburgh/UPMC, Pittsburgh, PA 15219, USA.,Vascular Medicine Institute, University of Pittsburgh, Pittsburgh, PA 15213, USA
| | - Toren Finkel
- Aging Institute, University of Pittsburgh/UPMC, Pittsburgh, PA 15219, USA
| |
Collapse
|