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Bahaabadi ZJ, Javid-Naderi MJ, Kesharwani P, Karav S, Sahebkar A. A Review on Biosensors for Quantification of MCP-1 as a Potential Biomarker in Diseases. Immunology 2025. [PMID: 40365864 DOI: 10.1111/imm.13944] [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: 01/31/2025] [Revised: 04/11/2025] [Accepted: 04/29/2025] [Indexed: 05/15/2025] Open
Abstract
Monocyte chemoattractant protein-1 (MCP-1) as a chemokine is essential for inflammation-related processes. It regulates immunological responses and cell migration, which contribute to inflammation. Many disorders are exacerbated by this chemokine, which attracts or grows other inflammatory cells, including monocytes/macrophages, at the site of infection or tissue injury. The elevated concentrations of MCP-1 are associated with the pathogenesis of many diseases, such as cancer, cardiovascular disease, kidney disease, and neuroinflammatory disease. Therefore, monitoring this inflammatory biomarker in the body has been recommended and strongly advised to make an accurate diagnosis and prognosis. Although MCP-1 is of great importance in disease processes, few biosensing approaches are specifically designed to detect this molecule. These are often electrochemical and optical techniques. Rapid and accurate diagnosis of inflammatory diseases by identifying biomarkers has had a great effect on the advancement of biosensors. Improved biosensor technology expansion prevents excessive prices and low sensitivity, enabling quick and correct diagnosis and tracking of disease processes. This review will concentrate on the biological functions of MCP-1, its significance in different disorders, and the features and applications of biosensors designed for MCP-1 detection and quantification.
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Affiliation(s)
- Zahra Jamalizadeh Bahaabadi
- Department of Medical Biotechnology and Nanotechnology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mohammad Javad Javid-Naderi
- Department of Medical Biotechnology and Nanotechnology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Prashant Kesharwani
- Department of Pharmaceutical Sciences, Dr. Harisingh Gour Vishwavidyalaya, Sagar, Madhya Pradesh, India
| | - Sercan Karav
- Department of Molecular Biology and Genetics, Canakkale Onsekiz Mart University, Canakkale, Turkey
| | - Amirhossein Sahebkar
- Biotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran
- Centre for Research Impact & Outcome, Chitkara College of Pharmacy, Chitkara University, Rajpura, Punjab, India
- Applied Biomedical Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
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2
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Nie W, Yue Y, Hu J. The role of monocytes and macrophages in the progression of Alzheimer's disease. Front Immunol 2025; 16:1590909. [PMID: 40364847 PMCID: PMC12069055 DOI: 10.3389/fimmu.2025.1590909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2025] [Accepted: 04/07/2025] [Indexed: 05/15/2025] Open
Abstract
Alzheimer's disease (AD) is a progressive neurodegenerative disorder characterized by β-amyloid (Aβ) plaques, neurofibrillary tangles (NFTs), and neuroinflammation. Monocytes and macrophages, particularly microglia, play a dual role in AD pathogenesis. In the early stages, they delay disease progression by phagocytosing Aβ, but chronic activation leads to Aβ accumulation and exacerbated neuroinflammation. Monocyte chemoattractant protein 1 (MCP-1) is a key regulator in neuroinflammation, Aβ deposition, and tau pathology, making it a potential therapeutic target. Moreover, recent breakthroughs in fluid and imaging biomarkers and targeted immunomodulatory agents underscore the growing importance of early diagnostic and therapeutic interventions. This review explores the complex interplay between monocytes, macrophages, and AD pathology, highlighting their roles in neuroinflammation, Aβ metabolism, and tau phosphorylation. Understanding these mechanisms offers new insights into developing effective diagnostic biomarkers and therapeutic strategies for AD.
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Affiliation(s)
- Wenyi Nie
- School of Traditional Chinese Medicine, Changchun University of Chinese Medicine, Changchun, China
| | - Yingbin Yue
- Department of Pediatrics, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
- State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Xinjiang Medical University, Urumqi, China
| | - Jingqing Hu
- School of Traditional Chinese Medicine, Changchun University of Chinese Medicine, Changchun, China
- School of Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin, China
- Institute of Basic Theory for Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, China
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3
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Fanlo-Ucar H, Picón-Pagès P, Herrera-Fernández V, ILL-Raga G, Muñoz FJ. The Dual Role of Amyloid Beta-Peptide in Oxidative Stress and Inflammation: Unveiling Their Connections in Alzheimer's Disease Etiopathology. Antioxidants (Basel) 2024; 13:1208. [PMID: 39456461 PMCID: PMC11505517 DOI: 10.3390/antiox13101208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Revised: 10/03/2024] [Accepted: 10/05/2024] [Indexed: 10/28/2024] Open
Abstract
Alzheimer's disease (AD) is a progressive neurodegenerative disease, and it is currently the seventh leading cause of death worldwide. It is characterized by the extracellular aggregation of the amyloid β-peptide (Aβ) into oligomers and fibrils that cause synaptotoxicity and neuronal death. Aβ exhibits a dual role in promoting oxidative stress and inflammation. This review aims to unravel the intricate connection between these processes and their contribution to AD progression. The review delves into oxidative stress in AD, focusing on the involvement of metals, mitochondrial dysfunction, and biomolecule oxidation. The distinct yet overlapping concept of nitro-oxidative stress is also discussed, detailing the roles of nitric oxide, mitochondrial perturbations, and their cumulative impact on Aβ production and neurotoxicity. Inflammation is examined through astroglia and microglia function, elucidating their response to Aβ and their contribution to oxidative stress within the AD brain. The blood-brain barrier and oligodendrocytes are also considered in the context of AD pathophysiology. We also review current diagnostic methodologies and emerging therapeutic strategies aimed at mitigating oxidative stress and inflammation, thereby offering potential treatments for halting or slowing AD progression. This comprehensive synthesis underscores the pivotal role of Aβ in bridging oxidative stress and inflammation, advancing our understanding of AD and informing future research and treatment paradigms.
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Affiliation(s)
- Hugo Fanlo-Ucar
- Laboratory of Molecular Physiology, Department of Medicine and Life Sciences, Faculty of Medicine and Life Sciences, Universitat Pompeu Fabra, 08003 Barcelona, Spain; (H.F.-U.); (P.P.-P.); (V.H.-F.); (G.I.-R.)
| | - Pol Picón-Pagès
- Laboratory of Molecular Physiology, Department of Medicine and Life Sciences, Faculty of Medicine and Life Sciences, Universitat Pompeu Fabra, 08003 Barcelona, Spain; (H.F.-U.); (P.P.-P.); (V.H.-F.); (G.I.-R.)
- Laboratory of Molecular and Cellular Neurobiotechnology, Institute of Bioengineering of Catalonia (IBEC), 08028 Barcelona, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), 08028 Barcelona, Spain
| | - Víctor Herrera-Fernández
- Laboratory of Molecular Physiology, Department of Medicine and Life Sciences, Faculty of Medicine and Life Sciences, Universitat Pompeu Fabra, 08003 Barcelona, Spain; (H.F.-U.); (P.P.-P.); (V.H.-F.); (G.I.-R.)
| | - Gerard ILL-Raga
- Laboratory of Molecular Physiology, Department of Medicine and Life Sciences, Faculty of Medicine and Life Sciences, Universitat Pompeu Fabra, 08003 Barcelona, Spain; (H.F.-U.); (P.P.-P.); (V.H.-F.); (G.I.-R.)
| | - Francisco J. Muñoz
- Laboratory of Molecular Physiology, Department of Medicine and Life Sciences, Faculty of Medicine and Life Sciences, Universitat Pompeu Fabra, 08003 Barcelona, Spain; (H.F.-U.); (P.P.-P.); (V.H.-F.); (G.I.-R.)
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Ball BK, Kuhn MK, Fleeman Bechtel RM, Proctor EA, Brubaker DK. Differential responses of primary neuron-secreted MCP-1 and IL-9 to type 2 diabetes and Alzheimer's disease-associated metabolites. Sci Rep 2024; 14:12743. [PMID: 38830911 PMCID: PMC11148169 DOI: 10.1038/s41598-024-62155-3] [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: 12/01/2023] [Accepted: 05/14/2024] [Indexed: 06/05/2024] Open
Abstract
Type 2 diabetes (T2D) is implicated as a risk factor for Alzheimer's disease (AD), the most common form of dementia. In this work, we investigated neuroinflammatory responses of primary neurons to potentially circulating, blood-brain barrier (BBB) permeable metabolites associated with AD, T2D, or both. We identified nine metabolites associated with protective or detrimental properties of AD and T2D in literature (lauric acid, asparagine, fructose, arachidonic acid, aminoadipic acid, sorbitol, retinol, tryptophan, niacinamide) and stimulated primary mouse neuron cultures with each metabolite before quantifying cytokine secretion via Luminex. We employed unsupervised clustering, inferential statistics, and partial least squares discriminant analysis to identify relationships between cytokine concentration and disease-associations of metabolites. We identified MCP-1, a cytokine associated with monocyte recruitment, as differentially abundant between neurons stimulated by metabolites associated with protective and detrimental properties of AD and T2D. We also identified IL-9, a cytokine that promotes mast cell growth, to be differentially associated with T2D. Indeed, cytokines, such as MCP-1 and IL-9, released from neurons in response to BBB-permeable metabolites associated with T2D may contribute to AD development by downstream effects of neuroinflammation.
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Affiliation(s)
- Brendan K Ball
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Madison K Kuhn
- Department of Neurosurgery, Penn State College of Medicine, Hershey, PA, USA
- Department of Pharmacology, Penn State College of Medicine, Hershey, PA, USA
- Department of Biomedical Engineering, Penn State University, State College, PA, USA
- Center for Neural Engineering, Penn State University, State College, PA, USA
| | - Rebecca M Fleeman Bechtel
- Department of Neurosurgery, Penn State College of Medicine, Hershey, PA, USA
- Department of Pharmacology, Penn State College of Medicine, Hershey, PA, USA
| | - Elizabeth A Proctor
- Department of Neurosurgery, Penn State College of Medicine, Hershey, PA, USA
- Department of Pharmacology, Penn State College of Medicine, Hershey, PA, USA
- Department of Biomedical Engineering, Penn State University, State College, PA, USA
- Center for Neural Engineering, Penn State University, State College, PA, USA
- Department of Engineering Science & Mechanics, Penn State University, State College, PA, USA
| | - Douglas K Brubaker
- Center for Global Health & Diseases, Department of Pathology, School of Medicine, Case Western Reserve University School of Medicine, Cleveland, OH, USA.
- Blood Heart Lung Immunology Research Center, University Hospitals, Cleveland, OH, USA.
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Singh G, Mehra A, Arora S, Gugulothu D, Vora LK, Prasad R, Khatri DK. Exosome-mediated delivery and regulation in neurological disease progression. Int J Biol Macromol 2024; 264:130728. [PMID: 38467209 DOI: 10.1016/j.ijbiomac.2024.130728] [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: 12/08/2023] [Revised: 03/05/2024] [Accepted: 03/06/2024] [Indexed: 03/13/2024]
Abstract
Exosomes (EXOs), membranous structures originating from diverse biological sources, have recently seized the attention of researchers due to their theranostic potential for neurological diseases. Released actively by various cells, including stem cells, adipose tissue, and immune cells, EXOs wield substantial regulatory influence over the intricate landscape of neurological complications, exhibiting both positive and negative modulatory effects. In AD, EXOs play a pivotal role in disseminating and breaking down amyloid-β protein. Moreover, EXOs derived from mesenchymal stem cells showcase a remarkable capacity to mitigate pro-inflammatory phenotypes by regulating miRNAs in neurodegenerative diseases. These vesicles possess the unique ability to traverse the blood-brain barrier, governing the aggregation of mutant huntingtin protein. Understanding the exosomal functions within the CNS holds significant promise for enhancing treatment efficacy in neurological diseases. This review intricately examines the regulatory mechanisms involving EXOs in neurological disease development, highlighting therapeutic prospects and exploring their utility in exosome-based nanomedicine for various neurological complications. Additionally, the review highlights the challenges associated with drug delivery to the brain, emphasizing the complexities inherent in this critical aspect of neurotherapeutics.
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Affiliation(s)
- Gurpreet Singh
- Molecular and cellular neuroscience lab, Department of pharmacology and toxicology, National Institute of Pharmaceutical Education and Research (NIPER)-Hyderabad, India
| | - Ankit Mehra
- Molecular and cellular neuroscience lab, Department of pharmacology and toxicology, National Institute of Pharmaceutical Education and Research (NIPER)-Hyderabad, India
| | - Sanchit Arora
- Department of Pharmaceutics, Delhi Institute of Pharmaceutical Sciences and Research (DIPSAR), Delhi Pharmaceutical Sciences and Research University (DPSRU), M.B. Road, Pushp Vihar, Sector-3, New Delhi 110017, India
| | - Dalapathi Gugulothu
- Department of Pharmaceutics, Delhi Institute of Pharmaceutical Sciences and Research (DIPSAR), Delhi Pharmaceutical Sciences and Research University (DPSRU), M.B. Road, Pushp Vihar, Sector-3, New Delhi 110017, India.
| | - Lalitkumar K Vora
- School of Pharmacy, Queen's University Belfast, 97 Lisburn Road, BT9 7BL, UK.
| | - Renuka Prasad
- Department of Anatomy, Korea University College of Medicine, Moonsuk Medical Research Building, 516, 5th floor, 73 Inchon-ro, Seongbuk-gu, Seoul 02841, Republic of Korea
| | - Dharmendra Kumar Khatri
- Molecular and cellular neuroscience lab, Department of pharmacology and toxicology, National Institute of Pharmaceutical Education and Research (NIPER)-Hyderabad, India; Department of Pharmacology, Shobhaben Pratapbai Patel School of Pharmacy & Technology Management, SVKM's Narsee Monjee Institute of Management Studies (NMIMS) Deemed-to-University, Mumbai 400056, India.
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Sutter PA, Lavoie ER, Lombardo ET, Pinter MK, Crocker SJ. Emerging Role of Astrocyte-Derived Extracellular Vesicles as Active Participants in CNS Neuroimmune Responses. Immunol Invest 2024; 53:26-39. [PMID: 37981468 PMCID: PMC11472422 DOI: 10.1080/08820139.2023.2281621] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2023]
Abstract
Astrocyte-derived extracellular vesicles (ADEVs) have garnered attention as a fundamental mechanism of intercellular communication in health and disease. In the context of neurological diseases, for which prodromal diagnosis would be advantageous, ADEVs are also being explored for their potential utility as biomarkers. In this review, we provide the current state of data supporting our understanding on the manifold roles of ADEVs in several common neurological disorders. We also discuss these findings from a unique emerging perspective that ADEVs represent a means by which the central nervous system may broadcast influence over other systems in the body to affect neuroinflammatory processes, with both dual potential to either propagate illness or restore health and homeostasis.
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Affiliation(s)
- Pearl A. Sutter
- Department of Neuroscience, University of Connecticut School of Medicine, Farmington, CT 06030
| | - Erica R. Lavoie
- Department of Neuroscience, University of Connecticut School of Medicine, Farmington, CT 06030
| | - Evan T. Lombardo
- Department of Neuroscience, University of Connecticut School of Medicine, Farmington, CT 06030
| | - Meghan K. Pinter
- Department of Neuroscience, University of Connecticut School of Medicine, Farmington, CT 06030
| | - Stephen J. Crocker
- Department of Neuroscience, University of Connecticut School of Medicine, Farmington, CT 06030
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Thathapudi NC, Groleau M, Degué DS, Aghajanzadeh Kiyaseh M, Kujawa P, Soulhi F, Akla N, Griffith M, Robert MC. Novel micellar CB2 receptor agonist with anti-inflammatory action for treating corneal alkali burns in a mouse model. Front Pharmacol 2023; 14:1270699. [PMID: 38161702 PMCID: PMC10755873 DOI: 10.3389/fphar.2023.1270699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 10/25/2023] [Indexed: 01/03/2024] Open
Abstract
Introduction: Moderate corneal alkali burns such as those sustained from accidental exposure to household chemicals are treated with topical corticosteroids. Side effects include increased intraocular pressure and slowing of wound healing. Here, we compare the effects of a cannabinoid receptor 2 (CB2r) agonist, TA-A001, that is involved in wound healing with that of the corticosteroid, prednisolone. Methods: TA-A001 was encapsulated with a polymeric micelle comprising polyvinylpyrrolidone: polylactide block copolymers referred to as SmartCelle™ to allow delivery of the very hydrophobic drug. Mouse corneas were given moderate alkali burns. Different doses of TA-A001 of 0.125%, 0.25% and 0.5% were used to treat the burns in comparison to the corticosteroid, prednisolone. Results: TA-A001 at 0.25% and 0.5% allowed for faster wound closure. However, the higher 0.5% dose also induced unwanted neovascularization. By comparison, burned corneas treated with prednisolone showed slower healing as well as disorganization of the cornea. Although 0.25% TA-A001 appeared to produce the most-optimal responses, this dose resulted in marked expression of the macrophage chemoattractant protein, MCP-1. However, there was also an increase in CD163 positive stained M2 anti-inflammatory macrophages in the TA-A001 corneas. TA-A001 treated corneas showed the presence of sensory nerve fibers throughout the corneal epithelium including the superficial cell layers as did Substance P staining. Discussion: We found that TA-A001 at the 0.25% doses was able to modulate inflammation resulting from a moderate alkali burn to the cornea. With more extensive testing, TA-A001 might prove to be a potential alternative to corticosteroids for treating alkali burns or other causes of corneal inflammation.
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Affiliation(s)
- Neethi C. Thathapudi
- Maisonneuve-Rosemont Hospital Research Centre, Montreal, QC, Canada
- Department of Ophthalmology, Université de Montréal, Montreal, QC, Canada
- Institute of Biomedical Engineering, Université de Montréal, Montreal, QC, Canada
| | - Marc Groleau
- Maisonneuve-Rosemont Hospital Research Centre, Montreal, QC, Canada
- Department of Ophthalmology, Université de Montréal, Montreal, QC, Canada
- Department of Microbiology, Infectiology and Immunology, Université de Montréal, Montreal, QC, Canada
| | - Delali S. Degué
- Maisonneuve-Rosemont Hospital Research Centre, Montreal, QC, Canada
- Department of Ophthalmology, Université de Montréal, Montreal, QC, Canada
- Institute of Biomedical Engineering, Université de Montréal, Montreal, QC, Canada
| | - Mozhgan Aghajanzadeh Kiyaseh
- Maisonneuve-Rosemont Hospital Research Centre, Montreal, QC, Canada
- Department of Ophthalmology, Université de Montréal, Montreal, QC, Canada
- Institute of Biomedical Engineering, Université de Montréal, Montreal, QC, Canada
| | - Piotr Kujawa
- Pharmaceutical Research and Development, Altus Formulation Inc., Laval, QC, Canada
| | - Fouzia Soulhi
- Pharmaceutical Research and Development, Altus Formulation Inc., Laval, QC, Canada
| | - Naoufal Akla
- Maisonneuve-Rosemont Hospital Research Centre, Montreal, QC, Canada
- Department of Ophthalmology, Université de Montréal, Montreal, QC, Canada
| | - May Griffith
- Maisonneuve-Rosemont Hospital Research Centre, Montreal, QC, Canada
- Department of Ophthalmology, Université de Montréal, Montreal, QC, Canada
- Institute of Biomedical Engineering, Université de Montréal, Montreal, QC, Canada
| | - Marie-Claude Robert
- Maisonneuve-Rosemont Hospital Research Centre, Montreal, QC, Canada
- Department of Ophthalmology, Université de Montréal, Montreal, QC, Canada
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Ball BK, Kuhn MK, Fleeman RM, Proctor EA, Brubaker DK. Differential responses of primary neuron-secreted MCP-1 and IL-9 to type 2 diabetes and Alzheimer's disease-associated metabolites. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.11.17.567595. [PMID: 38014333 PMCID: PMC10680853 DOI: 10.1101/2023.11.17.567595] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
Type 2 diabetes (T2D) is implicated as a risk factor for Alzheimer's disease (AD), the most common form of dementia. In this work, we investigated neuroinflammatory responses of primary neurons to potentially circulating, blood-brain barrier (BBB) permeable metabolites associated with AD, T2D, or both. We identified nine metabolites associated with protective or detrimental properties of AD and T2D in literature (lauric acid, asparagine, fructose, arachidonic acid, aminoadipic acid, sorbitol, retinol, tryptophan, niacinamide) and stimulated primary mouse neuron cultures with each metabolite before quantifying cytokine secretion via Luminex. We employed unsupervised clustering, inferential statistics, and partial least squares discriminant analysis to identify relationships between cytokine concentration and disease-associations of metabolites. We identified MCP-1, a cytokine associated with monocyte recruitment, as differentially abundant between neurons stimulated by metabolites associated with protective and detrimental properties of AD and T2D. We also identified IL-9, a cytokine that promotes mast cell growth, to be differentially associated with T2D. Indeed, cytokines, such as MCP-1 and IL-9, released from neurons in response to BBB-permeable metabolites associated with T2D may contribute to AD development by downstream effects of neuroinflammation.
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Affiliation(s)
- Brendan K. Ball
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Madison K. Kuhn
- Department of Neurosurgery, Penn State College of Medicine, Hershey, PA, USA
- Department of Pharmacology, Penn State College of Medicine, Hershey, PA, USA
- Department of Biomedical Engineering, Penn State University, State College, PA, USA
- Center for Neural Engineering, Penn State University, State College, PA, USA
| | - Rebecca M. Fleeman
- Department of Neurosurgery, Penn State College of Medicine, Hershey, PA, USA
- Department of Pharmacology, Penn State College of Medicine, Hershey, PA, USA
| | - Elizabeth A. Proctor
- Department of Neurosurgery, Penn State College of Medicine, Hershey, PA, USA
- Department of Pharmacology, Penn State College of Medicine, Hershey, PA, USA
- Department of Biomedical Engineering, Penn State University, State College, PA, USA
- Center for Neural Engineering, Penn State University, State College, PA, USA
- Department of Engineering Science & Mechanics, Penn State University, State College, PA, USA
| | - Douglas K. Brubaker
- Center for Global Health & Diseases, Department of Pathology, School of Medicine, Case Western Reserve University School of Medicine, Cleveland, OH, USA
- Blood Heart Lung Immunology Research Center, University Hospitals, Cleveland, OH, USA
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