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Bhattacharya A, Shepherd C, El-Assaad F, Mather KA. Bacteria in the brain: do they have a role in the pathogenesis of Alzheimer's disease? Curr Opin Psychiatry 2025; 38:252-257. [PMID: 40013501 PMCID: PMC11957443 DOI: 10.1097/yco.0000000000000989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/28/2025]
Abstract
PURPOSE OF REVIEW Worldwide efforts continue to unravel the complex pathological pathways that lead to Alzheimer's disease. The gut-brain-microbiome axis, a communication pathway between the gut, brain and microorganisms, is emerging as a potential mechanism involved in Alzheimer's disease pathogenesis. While the gut microbiome's role in Alzheimer's disease has gained significant attention, the brain microbiome remains relatively unexplored. This review summarizes the latest research on the brain microbiome in Alzheimer's disease. RECENT FINDINGS In the past 4 years, four out of five studies have found bacteria, such as Streptococcus pneumoniae , in postmortem samples of both control and Alzheimer's disease brains, supporting the idea that the brain is not a sterile environment. Two studies report the overabundance of several bacterial phyla, including Proteobacteria and Actinomycetes, in postmortem Alzheimer's disease brains versus controls. One study reported the presence of Borrelia burgdorferi in a subset of Alzheimer's disease cases compared to controls. SUMMARY Limitations and challenges persist in studying the brain microbiome, including the lack of standardized assays and data analysis methods, small sample sizes, and inconsistent use of controls for environmental microbial contamination during sample processing. Well designed studies that employ reproducible and rigorous methods are required to elucidate whether microbes are involved in the pathogenesis of Alzheimer's disease.
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Affiliation(s)
- Arnav Bhattacharya
- Centre for Healthy Brain Ageing (CHeBA), Discipline of Psychiatry and Mental Health, School of Clinical Medicine, Faculty of Medicine and Health, UNSW Sydney, Kensington
| | - Claire Shepherd
- Sydney Brain Bank, Neuroscience Research Australia (NeuRA), Randwick
- Department of Pathology, School of Biomedical Sciences, University of New South Wales, Kensington
| | - Fatima El-Assaad
- Microbiome Research Centre, Centre, St. George and Sutherland Clinical Campuses, UNSW Sydney, New South Wales, Australia
| | - Karen A. Mather
- Centre for Healthy Brain Ageing (CHeBA), Discipline of Psychiatry and Mental Health, School of Clinical Medicine, Faculty of Medicine and Health, UNSW Sydney, Kensington
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2
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Eisenstein M. Do infections have a role in Alzheimer's disease? Nature 2025; 640:S8-S10. [PMID: 40240846 DOI: 10.1038/d41586-025-01104-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/18/2025]
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3
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Thwe MN, Moné Y, Sen B, Czerski S, Azad A, Earl JP, Hall DC, Ehrlich GD. Microspatial Heterogeneities and the Absence of Postmortem Contamination in Alzheimer's Disease Brain Microbiota: An Alzheimer's Pathobiome Initiative (AlzPI) Study. Microorganisms 2025; 13:807. [PMID: 40284643 PMCID: PMC12029928 DOI: 10.3390/microorganisms13040807] [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: 02/25/2025] [Revised: 03/27/2025] [Accepted: 03/29/2025] [Indexed: 04/29/2025] Open
Abstract
The discovery of profound differences in the brain microbiota of Alzheimer's disease (AD) patients and age-matched controls (AMCs) raised questions of postmortem contamination and bacterial transport processes which could be informed by microspatial heterogeneities. We performed semiquantitative species-specific bacterial analyses on multiple micro biopsies from each of the 30 brain specimens (AD and controls). We trimmed ~1 mm of each specimen's edges for surface contaminants and made multiple sterile biopsy punches of the resultant core of each specimen. To identify species-specific abundances, we used our validated, semiquantitative, full-length 16S rRNA gene pan-domain amplification protocol followed by high-fidelity circular consensus sequencing performed on a Pacific Biosciences Sequel IIe instrument. Statistical analyses showed no significant increase in bacterial abundance on trimmed surfaces compared to core specimens, including C. acnes, the most abundant species previously identified in AD. We did find evidence of substantial bacterial species abundance differences among micro-biopsies obtained from within individual tissue blocks supporting our hypothesis of microspatial heterogeneities. The autopsy brain specimens used in our analyses in this study and our previous publication were not contaminated prior to or postharvesting but we suggest that future microbiological analyses of brain specimens include similar types of edge-core comparison analyses. Further, the species-level bacterial abundance heterogeneities among specimens of the same tissue suggest that multiple symbiotic processes may be occurring.
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Affiliation(s)
- Myat N. Thwe
- School of Biomedical Engineering, Science and Health Systems, Drexel University, Philadelphia, PA 19104, USA;
- Department of Microbiology and Immunology, Drexel University College of Medicine, Drexel University, Philadelphia, PA 19102, USA; (Y.M.); (B.S.); (S.C.); (A.A.); (J.P.E.)
- Center for Genomic Sciences, Institute of Molecular Medicine and Infectious Disease, Drexel University, Philadelphia, PA 19102, USA
| | - Yves Moné
- Department of Microbiology and Immunology, Drexel University College of Medicine, Drexel University, Philadelphia, PA 19102, USA; (Y.M.); (B.S.); (S.C.); (A.A.); (J.P.E.)
- Center for Genomic Sciences, Institute of Molecular Medicine and Infectious Disease, Drexel University, Philadelphia, PA 19102, USA
| | - Bhaswati Sen
- Department of Microbiology and Immunology, Drexel University College of Medicine, Drexel University, Philadelphia, PA 19102, USA; (Y.M.); (B.S.); (S.C.); (A.A.); (J.P.E.)
- Genomic Core Facility, Drexel University, Philadelphia, PA 19102, USA
- Drexel Medicine Diagnostics, Drexel University College of Medicine, Drexel University, Philadelphia, PA 19102, USA
| | - Samuel Czerski
- Department of Microbiology and Immunology, Drexel University College of Medicine, Drexel University, Philadelphia, PA 19102, USA; (Y.M.); (B.S.); (S.C.); (A.A.); (J.P.E.)
- Center for Genomic Sciences, Institute of Molecular Medicine and Infectious Disease, Drexel University, Philadelphia, PA 19102, USA
- Genomic Core Facility, Drexel University, Philadelphia, PA 19102, USA
- Drexel Medicine Diagnostics, Drexel University College of Medicine, Drexel University, Philadelphia, PA 19102, USA
| | - Ahmed Azad
- Department of Microbiology and Immunology, Drexel University College of Medicine, Drexel University, Philadelphia, PA 19102, USA; (Y.M.); (B.S.); (S.C.); (A.A.); (J.P.E.)
- Genomic Core Facility, Drexel University, Philadelphia, PA 19102, USA
- Drexel Medicine Diagnostics, Drexel University College of Medicine, Drexel University, Philadelphia, PA 19102, USA
| | - Joshua P. Earl
- Department of Microbiology and Immunology, Drexel University College of Medicine, Drexel University, Philadelphia, PA 19102, USA; (Y.M.); (B.S.); (S.C.); (A.A.); (J.P.E.)
- Center for Genomic Sciences, Institute of Molecular Medicine and Infectious Disease, Drexel University, Philadelphia, PA 19102, USA
- Genomic Core Facility, Drexel University, Philadelphia, PA 19102, USA
- Drexel Medicine Diagnostics, Drexel University College of Medicine, Drexel University, Philadelphia, PA 19102, USA
- Center for Advanced Microbial Processing, Institute of Molecular Medicine and Infectious Disease, Drexel University, Philadelphia, PA 19102, USA
| | - Donald C. Hall
- Department of Microbiology and Immunology, Drexel University College of Medicine, Drexel University, Philadelphia, PA 19102, USA; (Y.M.); (B.S.); (S.C.); (A.A.); (J.P.E.)
- Center for Genomic Sciences, Institute of Molecular Medicine and Infectious Disease, Drexel University, Philadelphia, PA 19102, USA
- Genomic Core Facility, Drexel University, Philadelphia, PA 19102, USA
- Drexel Medicine Diagnostics, Drexel University College of Medicine, Drexel University, Philadelphia, PA 19102, USA
- Center for Advanced Microbial Processing, Institute of Molecular Medicine and Infectious Disease, Drexel University, Philadelphia, PA 19102, USA
- Center for Surgical Infections and Biofilms, Institute of Molecular Medicine and Infectious Disease, Drexel University, Philadelphia, PA 19102, USA
- Department of Otolaryngology—Head and Neck Surgery, Drexel University College of Medicine, Drexel University, Philadelphia, PA 19102, USA
| | - Garth D. Ehrlich
- Department of Microbiology and Immunology, Drexel University College of Medicine, Drexel University, Philadelphia, PA 19102, USA; (Y.M.); (B.S.); (S.C.); (A.A.); (J.P.E.)
- Center for Genomic Sciences, Institute of Molecular Medicine and Infectious Disease, Drexel University, Philadelphia, PA 19102, USA
- Genomic Core Facility, Drexel University, Philadelphia, PA 19102, USA
- Drexel Medicine Diagnostics, Drexel University College of Medicine, Drexel University, Philadelphia, PA 19102, USA
- Center for Advanced Microbial Processing, Institute of Molecular Medicine and Infectious Disease, Drexel University, Philadelphia, PA 19102, USA
- Center for Surgical Infections and Biofilms, Institute of Molecular Medicine and Infectious Disease, Drexel University, Philadelphia, PA 19102, USA
- Department of Otolaryngology—Head and Neck Surgery, Drexel University College of Medicine, Drexel University, Philadelphia, PA 19102, USA
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Keenum I, Jackson SA, Eloe-Fadrosh E, Schriml LM. A standards perspective on genomic data reusability and reproducibility. FRONTIERS IN BIOINFORMATICS 2025; 5:1572937. [PMID: 40130011 PMCID: PMC11931119 DOI: 10.3389/fbinf.2025.1572937] [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: 02/07/2025] [Accepted: 02/21/2025] [Indexed: 03/26/2025] Open
Abstract
Genomic and metagenomic sequence data provides an unprecedented ability to re-examine findings, offering a transformative potential for advancing research, developing computational tools, enhancing clinical applications, and fostering scientific collaboration. However, effective and ethical reuse of genomics data is hampered by numerous technical and social challenges. The International Microbiome and Multi'Omics Standards Alliance (IMMSA, https://www.microbialstandards.org/) and the Genomic Standards Consortium (GSC, https://gensc.org) hosted a 5-part seminar series "A Year of Data Reuse" in 2024 to explore challenges and opportunities of data reuse and reproducibility across disparate domains of the genomic sciences. Addressing these challenges will require a multifaceted approach, including common metadata reporting, clear communication, standardized protocols, improved data management infrastructure, ethical guidelines, and collaborative policies that prioritize transparency and accessibility. We offer strategies to enable responsible and technically feasible data reuse, recognition of data reproducibility challenges, and emphasizing the importance of cross-disciplinary efforts in the pursuit of open science and data-driven innovation.
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Affiliation(s)
- Ishi Keenum
- Department of Civil, Environmental, and Geospatial Engineering, Michigan Technological University, Houghton, MI, United States
| | - Scott A. Jackson
- Complex Microbial Systems Group, National Institute of Standards and Technology, Gaithersburg, MD, United States
| | - Emiley Eloe-Fadrosh
- Lawrence Berkeley National Laboratory, Environmental Genomics and Systems Biology Division, Berkeley, CA, United States
| | - Lynn M. Schriml
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, United States
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Logan AC, Mishra P, Prescott SL. The Legalome: Microbiology, Omics and Criminal Justice. Microb Biotechnol 2025; 18:e70129. [PMID: 40072296 PMCID: PMC11898878 DOI: 10.1111/1751-7915.70129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2025] [Revised: 02/25/2025] [Accepted: 02/28/2025] [Indexed: 03/15/2025] Open
Abstract
Advances in neuromicrobiology and related omics technologies have reinforced the idea that unseen microbes play critical roles in human cognition and behaviour. Included in this research is evidence indicating that gut microbes, through direct and indirect pathways, can influence aggression, anger, irritability and antisocial behaviour. Moreover, gut microbes can manufacture chemicals that are known to compromise cognition. For example, recent court decisions in the United States and Europe acknowledge that gut microbes can produce high levels of ethanol, without consumption of alcohol by the defendants. The dismissal of driving while intoxicated charges in these cases-so-called auto-brewery syndrome-highlights the way in which microbiome knowledge will enhance the precision, objectivity and fairness of our legal systems. Here in this opinion essay, we introduce the concept of the 'legalome'-the application of microbiome and omics science to forensic psychiatry and criminal law. We argue that the rapid pace of microbial discoveries, including those that challenge ideas of free will and moral responsibility, will necessitate a reconsideration of traditional legal doctrines and justifications of retributive punishment. The implications extend beyond the courtroom, challenging us to reconsider how environmental factors-from diet to socioeconomic conditions-might shape preventative and rehabilitative efforts through their effects on the microbiome.
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Affiliation(s)
| | - Pragya Mishra
- University of Allahabad (A Central University)PrayagrajIndia
| | - Susan L. Prescott
- Nova Institute for HealthBaltimoreMarylandUSA
- University of Western AustraliaPerthWestern AustraliaAustralia
- University of MarylandBaltimoreMarylandUSA
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6
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Li X, Pei R, Fei Z, Chen Z, Lin F, Sun P, Cao H. Could Blood Transfusion Increase the Risk of Alzheimer's Disease? A Narrative Review. Healthcare (Basel) 2025; 13:452. [PMID: 40077014 PMCID: PMC11898722 DOI: 10.3390/healthcare13050452] [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: 12/18/2024] [Revised: 02/05/2025] [Accepted: 02/18/2025] [Indexed: 03/14/2025] Open
Abstract
Alzheimer's disease (AD) is the most common progressive neurodegenerative disease, and its pathogenesis is complex. In addition to amyloid-β and phosphorylated tau, inflammation and microbial infections also play a role in the development of AD. Currently, there is no effective clinical intervention to cure AD or completely halt its progression. Blood transfusion, a critical life-saving medical procedure widely employed in modern healthcare, faces growing demand due to global population aging. However, whether blood transfusion could increase the risk of AD is still not clear. Aβ and tau play major roles in the pathogenesis of AD and may possess the potential for transmission through blood transfusion. Iron overload and chronic inflammation, which can independently influence AD pathogenesis, may result from repeated transfusions. Additionally, herpesvirus, known to accelerate AD progression, can also be potentially transmitted by blood transfusion. In this study, recent advances in the associations between blood transfusion and the occurrence and development of AD were reviewed, and whether blood transfusion could increase the risk of AD was discussed. Furthermore, the related proposals for blood management and future research were advanced to provide references for the prevention and control of AD.
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Affiliation(s)
| | | | | | | | | | - Pan Sun
- Institute of Blood Transfusion, Chinese Academy of Medical Sciences and Peking Union Medical College, Chengdu 610052, China; (X.L.); (R.P.); (Z.F.); (Z.C.); (F.L.)
| | - Haijun Cao
- Institute of Blood Transfusion, Chinese Academy of Medical Sciences and Peking Union Medical College, Chengdu 610052, China; (X.L.); (R.P.); (Z.F.); (Z.C.); (F.L.)
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Onisiforou A, Charalambous EG, Zanos P. Shattering the Amyloid Illusion: The Microbial Enigma of Alzheimer's Disease Pathogenesis-From Gut Microbiota and Viruses to Brain Biofilms. Microorganisms 2025; 13:90. [PMID: 39858858 PMCID: PMC11767882 DOI: 10.3390/microorganisms13010090] [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: 12/11/2024] [Revised: 12/18/2024] [Accepted: 01/03/2025] [Indexed: 01/27/2025] Open
Abstract
For decades, Alzheimer's Disease (AD) research has focused on the amyloid cascade hypothesis, which identifies amyloid-beta (Aβ) as the primary driver of the disease. However, the consistent failure of Aβ-targeted therapies to demonstrate efficacy, coupled with significant safety concerns, underscores the need to rethink our approach to AD treatment. Emerging evidence points to microbial infections as environmental factors in AD pathoetiology. Although a definitive causal link remains unestablished, the collective evidence is compelling. This review explores unconventional perspectives and emerging paradigms regarding microbial involvement in AD pathogenesis, emphasizing the gut-brain axis, brain biofilms, the oral microbiome, and viral infections. Transgenic mouse models show that gut microbiota dysregulation precedes brain Aβ accumulation, emphasizing gut-brain signaling pathways. Viral infections like Herpes Simplex Virus Type 1 (HSV-1) and Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) may lead to AD by modulating host processes like the immune system. Aβ peptide's antimicrobial function as a response to microbial infection might inadvertently promote AD. We discuss potential microbiome-based therapies as promising strategies for managing and potentially preventing AD progression. Fecal microbiota transplantation (FMT) restores gut microbial balance, reduces Aβ accumulation, and improves cognition in preclinical models. Probiotics and prebiotics reduce neuroinflammation and Aβ plaques, while antiviral therapies targeting HSV-1 and vaccines like the shingles vaccine show potential to mitigate AD pathology. Developing effective treatments requires standardized methods to identify and measure microbial infections in AD patients, enabling personalized therapies that address individual microbial contributions to AD pathogenesis. Further research is needed to clarify the interactions between microbes and Aβ, explore bacterial and viral interplay, and understand their broader effects on host processes to translate these insights into clinical interventions.
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Affiliation(s)
- Anna Onisiforou
- Translational Neuropharmacology Laboratory, Department of Psychology, University of Cyprus, 75 Kallipoleos Avenue, 1678 Nicosia, Cyprus;
- Center of Applied Neuroscience, 75 Kallipoleos Avenue, 1678 Nicosia, Cyprus
| | - Eleftheria G. Charalambous
- Translational Neuropharmacology Laboratory, Department of Psychology, University of Cyprus, 75 Kallipoleos Avenue, 1678 Nicosia, Cyprus;
- Department of Psychiatry and Psychotherapy, University Medicine Greifswald, 1–2, Ellernholzstr., 17489 Greifswald, Germany
| | - Panos Zanos
- Translational Neuropharmacology Laboratory, Department of Psychology, University of Cyprus, 75 Kallipoleos Avenue, 1678 Nicosia, Cyprus;
- Center of Applied Neuroscience, 75 Kallipoleos Avenue, 1678 Nicosia, Cyprus
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8
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Lathe R, Balin B. A historic case of relapsing-remitting Alzheimer's disease in an adolescent attributed to scarlet fever. J Alzheimers Dis Rep 2025; 9:25424823241298530. [PMID: 40034507 PMCID: PMC11864263 DOI: 10.1177/25424823241298530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Accepted: 10/21/2024] [Indexed: 03/05/2025] Open
Abstract
We draw attention to a historic case of a boy who suffered from scarlet fever (typically caused by the bacterium Streptococcus pyogenes) at age 7 years and went on to develop the symptoms of Alzheimer's disease (AD). His physicians believed that the subsequent dementia was related to the infection. After death at 24 years of age, postmortem brain examination revealed abundant AD-type senile plaques and fibrils, formally confirming AD. Other potential causes of early-onset dementia are discussed, but these are distinct from patient E.H. This case is pertinent regarding the current debate about the potential role of infection in AD.
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Affiliation(s)
- Richard Lathe
- Division of Infection Medicine, University of Edinburgh Medical School, Little France, Edinburgh, UK
- Alzheimer's Pathobiome Initiative, Wake Forest, NC, USA
| | - Brian Balin
- Alzheimer's Pathobiome Initiative, Wake Forest, NC, USA
- Department of Bio-Medical Sciences, Philadelphia College of Osteopathic Medicine, Philadelphia, PA, USA
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9
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Navalpur Shanmugam NK, Eimer WA, Vijaya Kumar DK, Tanzi RE. The brain pathobiome in Alzheimer's disease. Neurotherapeutics 2024; 21:e00475. [PMID: 39510900 PMCID: PMC11585897 DOI: 10.1016/j.neurot.2024.e00475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Revised: 10/18/2024] [Accepted: 10/19/2024] [Indexed: 11/15/2024] Open
Affiliation(s)
- Nanda Kumar Navalpur Shanmugam
- Genetics and Aging Research Unit, Henry and Allison McCance Center for Brain Health, MassGeneral Institute for Neurodegenerative Disease, Charlestown, MA, 02129, USA; Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, 02129, USA.
| | - William A Eimer
- Genetics and Aging Research Unit, Henry and Allison McCance Center for Brain Health, MassGeneral Institute for Neurodegenerative Disease, Charlestown, MA, 02129, USA; Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, 02129, USA.
| | - Deepak K Vijaya Kumar
- Genetics and Aging Research Unit, Henry and Allison McCance Center for Brain Health, MassGeneral Institute for Neurodegenerative Disease, Charlestown, MA, 02129, USA; Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, 02129, USA
| | - Rudolph E Tanzi
- Genetics and Aging Research Unit, Henry and Allison McCance Center for Brain Health, MassGeneral Institute for Neurodegenerative Disease, Charlestown, MA, 02129, USA; Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, 02129, USA.
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10
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Bathini P, Brai E, Balin BJ, Bimler L, Corry DB, Devanand DP, Doty RL, Ehrlich GD, Eimer WA, Fulop T, Hahn DL, Hammond CJ, Infanti J, Itzhaki R, Lathe R, Little CS, McLeod R, Moein ST, Nelson AR, Perry G, Shemesh OA, Tanzi RE, Webley WC, Schultek NM, Alberi Auber L. Sensory Dysfunction, Microbial Infections, and Host Responses in Alzheimer's Disease. J Infect Dis 2024; 230:S150-S164. [PMID: 39255393 DOI: 10.1093/infdis/jiae328] [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: 09/12/2024] Open
Abstract
Sensory functions of organs of the head and neck allow humans to interact with the environment and establish social bonds. With aging, smell, taste, vision, and hearing decline. Evidence suggests that accelerated impairment in sensory abilities can reflect a shift from healthy to pathological aging, including the development of Alzheimer's disease (AD) and other neurological disorders. While the drivers of early sensory alteration in AD are not elucidated, insults such as trauma and infections can affect sensory function. Herein, we review the involvement of the major head and neck sensory systems in AD, with emphasis on microbes exploiting sensory pathways to enter the brain (the "gateway" hypothesis) and the potential feedback loop by which sensory function may be impacted by central nervous system infection. We emphasize detection of sensory changes as first-line surveillance in senior adults to identify and remove potential insults, like microbial infections, that could precipitate brain pathology.
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Affiliation(s)
- Praveen Bathini
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
| | | | - Brian J Balin
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
- Center for Chronic Disorders of Aging, Philadelphia College of Osteopathic Medicine, Philadelphia, Pennsylvania, USA
- Intracell Research Group, LLC, Wake Forest, North Carolina, USA
| | - Lynn Bimler
- Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - David B Corry
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
- Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
- Department of Medicine, Dan L. Duncan Comprehensive Cancer Center, Biology of Inflammation Center, and the Michael E. DeBakey VA Center for Translational Research in Inflammatory Diseases, Baylor College of Medicine, Houston, Texas, USA
- Department of Pathology and Immunology, Dan L. Duncan Comprehensive Cancer Center, Biology of Inflammation Center, and the Michael E. DeBakey VA Center for Translational Research in Inflammatory Diseases, Baylor College of Medicine, Houston, Texas, USA
| | - Davangere P Devanand
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
- Department of Psychiatry and Neurology, Irving Medical Center, Columbia University, New York, USA
| | - Richard L Doty
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
- Smell and Taste Center, Department of Otorhinolaryngology-Head and Neck Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Garth D Ehrlich
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
- Center for Genomic Sciences, Institute for Molecular Medicine and Infectious Disease, Department of Microbiology and Immunology, Drexel University College of Medicine, Philadelphia, Pennsylvania, USA
| | - William A Eimer
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
- Genetics and Aging Research Unit, Mass General Institute for Neurodegenerative Disease, Charlestown, Massachusetts, USA
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Charlestown, Massachusetts, USA
- Harvard Medical School, Harvard University, Cambridge, Massachusetts, USA
| | - Tamas Fulop
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
- Department of Medicine, Division of Geriatrics, Faculty of Medicine and Health Sciences, Research Center on Aging, Université de Sherbrooke, Sherbrooke, Québec, Canada
| | - David L Hahn
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
- Intracell Research Group, LLC, Wake Forest, North Carolina, USA
| | - Christine J Hammond
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
- Division of Research, Philadelphia College of Osteopathic Medicine, Philadelphia, Pennsylvania, USA
| | - Joseph Infanti
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
- Division of Research, Philadelphia College of Osteopathic Medicine, Philadelphia, Pennsylvania, USA
| | - Ruth Itzhaki
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
- Institute of Population Ageing, University of Oxford, Oxford, United Kingdom
| | - Richard Lathe
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
- Division of Infection Medicine, University of Edinburgh Medical School, Edinburgh, United Kingdom
| | - Christopher Scott Little
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
- Center for Chronic Disorders of Aging, Philadelphia College of Osteopathic Medicine, Philadelphia, Pennsylvania, USA
| | - Rima McLeod
- Departments of Ophthalmology and Visual Sciences, University of Chicago, Chicago, Illinois, USA
- Department of Pediatrics Infectious Diseases, University of Chicago, Chicago, Illinois, USA
| | - Shima T Moein
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
- Smell and Taste Center, Department of Otorhinolaryngology-Head and Neck Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Amy R Nelson
- Department of Physiology and Cell Biology, University of South Alabama, Mobile, Alabama, USA
| | - George Perry
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
- Intracell Research Group, LLC, Wake Forest, North Carolina, USA
- Department of Biology, The University of Texas at San Antonio, San Antonio, Texas, USA
| | - Or A Shemesh
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
- Intracell Research Group, LLC, Wake Forest, North Carolina, USA
- Department of Neurobiology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
- Department of Bioengineering, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Rudolph E Tanzi
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
- Genetics and Aging Research Unit, Mass General Institute for Neurodegenerative Disease, Charlestown, Massachusetts, USA
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Charlestown, Massachusetts, USA
- Harvard Medical School, Harvard University, Cambridge, Massachusetts, USA
| | - Wilmore C Webley
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
- Intracell Research Group, LLC, Wake Forest, North Carolina, USA
- Department of Microbiology, University of Massachusetts, Amherst, Massachusetts, USA
| | - Nikki M Schultek
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
- Intracell Research Group, LLC, Wake Forest, North Carolina, USA
| | - Lavinia Alberi Auber
- The Alzheimer's Pathobiome Initiative (AlzPI), Wake Forest, North Carolina, USA
- BrainFit4Life, Fribourg, Switzerland
- Intracell Research Group, LLC, Wake Forest, North Carolina, USA
- Department of Medicine, University of Fribourg, Fribourg, Switzerland
- VitalizeDx, Epalinges, Switzerland
- VitalizeDx Eu, Trieste, Italy
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Katusic ZS, d’Uscio LV, He T. Cerebrovascular Endothelial Dysfunction: Role of BACE1. Arterioscler Thromb Vasc Biol 2024; 44:1737-1747. [PMID: 38868939 PMCID: PMC11269044 DOI: 10.1161/atvbaha.124.320798] [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: 06/14/2024]
Abstract
Dysfunctional endothelium is increasingly recognized as a mechanistic link between cardiovascular risk factors and dementia, including Alzheimer disease. BACE1 (β-site amyloid-β precursor protein-cleaving enzyme 1) is responsible for β-processing of APP (amyloid-β precursor protein), the first step in the production of Aβ (amyloid-β) peptides, major culprits in the pathogenesis of Alzheimer disease. Under pathological conditions, excessive activation of BACE1 exerts detrimental effects on endothelial function by Aβ-dependent and Aβ-independent mechanisms. High local concentration of Aβ in the brain blood vessels is responsible for the loss of key vascular protective functions of endothelial cells. More recent studies recognized significant contribution of Aβ-independent proteolytic activity of endothelial BACE1 to the pathogenesis of endothelial dysfunction. This review critically evaluates existing evidence supporting the concept that excessive activation of BACE1 expressed in the cerebrovascular endothelium impairs key homeostatic functions of the brain blood vessels. This concept has important therapeutic implications. Indeed, improved understanding of the mechanisms of endothelial dysfunction may help in efforts to develop new approaches to the protection and preservation of healthy cerebrovascular function.
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Affiliation(s)
- Zvonimir S. Katusic
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota 55902, USA
- Department of Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, Minnesota 55902, USA
| | - Livius V. d’Uscio
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota 55902, USA
- Department of Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, Minnesota 55902, USA
| | - Tongrong He
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota 55902, USA
- Department of Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, Minnesota 55902, USA
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12
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Jones TB, Chu P, Wilkey B, Lynch L, Jentarra G. Regional Differences in Microbial Infiltration of Brain Tissue from Alzheimer's Disease Patients and Control Individuals. Brain Sci 2024; 14:677. [PMID: 39061418 PMCID: PMC11274863 DOI: 10.3390/brainsci14070677] [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: 06/12/2024] [Revised: 06/29/2024] [Accepted: 07/01/2024] [Indexed: 07/28/2024] Open
Abstract
Alzheimer's disease (AD) is characterized by cognitive decline and neuropathology including amyloid beta (Aβ) plaques and neurofibrillary tangles (tau). Factors initiating or driving these pathologies remain unclear, though microbes have been increasingly implicated. Our data and others' findings indicate that microbes may be common constituents of the brain. It is notable that Aβ and tau have antimicrobial properties, suggesting a response to microbes in the brain. We used 16S rRNA sequencing to compare major bacterial phyla in post-mortem tissues from individuals exhibiting a range of neuropathology and cognitive status in two brain regions variably affected in AD. Our data indicate that strong regional differences exist, driven in part by the varied presence of Proteobacteria and Firmicutes. We confirmed our data using ELISA of bacterial lipopolysaccharide (LPS) and lipoteichoic acid in the same brain tissue. We identified a potential association between the composition of phyla and the presence of neuropathology but not cognitive status. Declining cognition and increasing pathology correlated closely with serum LPS, but not brain levels of LPS, although brain LPS showed a strong negative correlation with cerebral amyloid angiopathy. Collectively, our data suggest a region-specific heterogeneity of microbial populations in brain tissue potentially associated with neurodegenerative pathology.
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Affiliation(s)
- T. Bucky Jones
- College of Graduate Studies, Midwestern University, Glendale, AZ 85308, USA; (T.B.J.); (P.C.); (L.L.)
- Arizona College of Osteopathic Medicine, Midwestern University, Glendale, AZ 85308, USA;
| | - Ping Chu
- College of Graduate Studies, Midwestern University, Glendale, AZ 85308, USA; (T.B.J.); (P.C.); (L.L.)
| | - Brooke Wilkey
- Arizona College of Osteopathic Medicine, Midwestern University, Glendale, AZ 85308, USA;
- School of Medicine, Creighton University, Phoenix, AZ 85012, USA
| | - Leigha Lynch
- College of Graduate Studies, Midwestern University, Glendale, AZ 85308, USA; (T.B.J.); (P.C.); (L.L.)
| | - Garilyn Jentarra
- College of Graduate Studies, Midwestern University, Glendale, AZ 85308, USA; (T.B.J.); (P.C.); (L.L.)
- Arizona College of Osteopathic Medicine, Midwestern University, Glendale, AZ 85308, USA;
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13
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Prosswimmer T, Heng A, Daggett V. Mechanistic insights into the role of amyloid-β in innate immunity. Sci Rep 2024; 14:5376. [PMID: 38438446 PMCID: PMC10912764 DOI: 10.1038/s41598-024-55423-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 02/23/2024] [Indexed: 03/06/2024] Open
Abstract
Colocalization of microbial pathogens and the β-amyloid peptide (Aβ) in the brain of Alzheimer's disease (AD) patients suggests that microbial infection may play a role in sporadic AD. Aβ exhibits antimicrobial activity against numerous pathogens, supporting a potential role for Aβ in the innate immune response. While mammalian amyloid is associated with disease, many bacteria form amyloid fibrils to fortify the biofilm that protects the cells from the surrounding environment. In the microbial AD hypothesis, Aβ aggregates in response to infection to combat the pathogen. We hypothesize that this occurs through toxic Aβ oligomers that contain α-sheet structure and form prior to fibrillization. De novo designed α-sheet peptides specifically bind to the α-sheet structure present in the oligomers of both bacterial and mammalian amyloidogenic proteins to neutralize toxicity and inhibit aggregation. Here, we measure the effect of E. coli on Aβ, including upregulation, aggregation, and toxicity. Additionally, we determined the effect of Aβ structure on E. coli amyloid fibrils, or curli comprised of the CsgA protein, and biofilm formation. We found that curli formation by E. coli increased Aβ oligomer production, and Aβ oligomers inhibited curli biogenesis and reduced biofilm cell density. Further, curli and biofilm inhibition by Aβ oligomers increased E. coli susceptibility to gentamicin. Toxic oligomers of Aβ and CsgA interact via α-sheet interactions, neutralizing their toxicity. These results suggest that exposure to toxic oligomers formed by microbial pathogens triggers Aβ oligomer upregulation and aggregation to combat infection via selective interactions between α-sheet oligomers to neutralize toxicity of both species with subsequent inhibition of fibrillization.
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Affiliation(s)
- Tatum Prosswimmer
- Molecular Engineering Program, University of Washington, Seattle, WA, 98195-5610, USA
| | - Anthony Heng
- Department of Neuroscience, University of Washington, Seattle, WA, 98195-5610, USA
- Department of Biochemistry, University of Washington, Seattle, WA, 98195-5610, USA
| | - Valerie Daggett
- Molecular Engineering Program, University of Washington, Seattle, WA, 98195-5610, USA.
- Department of Biochemistry, University of Washington, Seattle, WA, 98195-5610, USA.
- Department of Bioengineering, University of Washington, Seattle, WA, 98195-5610, USA.
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14
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Whitson HE, Banks WA, Diaz MM, Frost B, Kellis M, Lathe R, Schmader KE, Spudich SS, Tanzi R, Garden G. New approaches for understanding the potential role of microbes in Alzheimer's disease. Brain Behav Immun Health 2024; 36:100743. [PMID: 38435720 PMCID: PMC10906156 DOI: 10.1016/j.bbih.2024.100743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Revised: 02/17/2024] [Accepted: 02/20/2024] [Indexed: 03/05/2024] Open
Abstract
Alzheimer's disease (AD) involves a complex pathological process that evolves over years, and its etiology is understood as a classic example of gene-environment interaction. The notion that exposure to microbial organisms may play some role in AD pathology has been proposed and debated for decades. New evidence from model organisms and -omic studies, as well as epidemiological data from the recent COVID-19 pandemic and widespread use of vaccines, offers new insights into the "germ hypothesis" of AD. To review new evidence and identify key research questions, the Duke/University of North Carolina (Duke/UNC) Alzheimer's Disease Research Center hosted a virtual symposium and workshop: "New Approaches for Understanding the Potential Role of Microbes in Alzheimer's disease." Discussion centered around the antimicrobial protection hypothesis of amyloid accumulation, and other mechanisms by which microbes could influence AD pathology including immune cell activation, changes in blood-brain barrier, or direct neurotoxicity. This summary of proceedings reviews the content presented in the symposium and provides a summary of major topics and key questions discussed in the workshop.
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Affiliation(s)
- Heather E. Whitson
- Duke Center for the Study of Aging and Human Development, Duke University School of Medicine, Busse Bldg Rm 3502, Durham, NC, 27710, USA
- Durham VA Medical Center, Geriatric Research Education and Clinical Center, 508 Fulton Street, Durham, NC, 27705, USA
| | - William A. Banks
- Veterans Affairs Puget Sound Health Care System, 1660 S Columbian Way, Seattle, WA, 98108, USA
| | - Monica M. Diaz
- Department of Neurology, University of North Carolina at Chapel Hill, 170 Manning Dr, CB 7025, Chapel Hill, NC, 27599, USA
| | - Bess Frost
- Barshop Institute for Longevity & Aging Studies, 4939 Charles Katz Rm 1041, University of Texas Health San Antonio, San Antonio, TX, 78229, USA
| | - Manolis Kellis
- Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology, 32 Vassar St., Cambridge, MA, 02139, USA
| | - Richard Lathe
- Division of Infection Medicine, University of Edinburgh Medical School, Edinburgh BioQuarter, Little France, Edinburgh, EH16 4SB, UK
| | - Kenneth E. Schmader
- Duke Center for the Study of Aging and Human Development, Duke University School of Medicine, Busse Bldg Rm 3502, Durham, NC, 27710, USA
- Durham VA Medical Center, Geriatric Research Education and Clinical Center, 508 Fulton Street, Durham, NC, 27705, USA
| | - Serena S. Spudich
- Department of Neurology, Yale University School of Medicine, 300 George Street, Room 8300, New Haven, CT, 06510, USA
| | - Rudolph Tanzi
- Genetics and Aging Research Unit, Massachusetts General Hospital, 114 16th Street, Charlestown, MA, 02129, USA
| | - Gwenn Garden
- University of North Carolina - Dept of Neurology, 170 Manning Drive, Campus Box 7025, Chapel Hill, NC, 27599-7025, USA
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Fu J, Wei Q, Chen X, Lai X, Shang H. Analysis of the Association Between Pathogen Exposure and the Risk of Dementia. J Alzheimers Dis 2024; 100:961-972. [PMID: 38995782 DOI: 10.3233/jad-240073] [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: 07/14/2024]
Abstract
Background Previous research has suggested that pathogen infections may serve as potential contributors to dementia. Objective Consequently, the study aimed to evaluate whether pathogen exposure heightens the risk of dementia. Methods Between 2006 and 2010, a total of 8,144 individuals from the UK Biobank had data on pathogen antibodies and were included in the baseline assessment. Cox proportional hazard models were employed for the analysis. Results Out of the 8,144 participants, 107 eventually developed dementia, while 55 participants were diagnosed with Alzheimer's disease (AD). Multivariate Cox regression analysis revealed that the levels of pathogen antibody titers of EBV and C. trachomatis were associated with an increased risk of dementia/AD. The highest quartile of EBV EBNA-1 and EBV VCA p18, and the second quartile of H. pylori VacA significantly increased the risk of dementia compared lower quartile (EBV EBNA-1: HR = 1.938, p = 0.018; EBV VCA p18: HR = 1.824, p = 0.040; H. pylori VacA: HR = 1.890, p = 0.033). Besides, the highest quartile of EBV VCA p18 had a higher risk of AD compared lower quartile (HR = 2.755, p = 0.029). Conclusions The study demonstrated that exposure to EBV, H. pylori, and C. trachomatis substantially elevated the risk of dementia/AD. Despite the relatively widespread occurrence of EBV infection in the population, elevated pathogen antibody titers were still found to increase the risk of dementia/AD. Besides, since C. trachomatis and C. pneumoniae are quite homologous, this study found that trachomatis (C. trachomatis/C. pneumoniae) may be significantly associated with the risk of AD/dementia.
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Affiliation(s)
- Jiajia Fu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Rare Disease Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Laboratory of Neurodegenerative Disorders, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Qianqian Wei
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Rare Disease Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Laboratory of Neurodegenerative Disorders, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xueping Chen
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Rare Disease Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Laboratory of Neurodegenerative Disorders, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xiaohui Lai
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Huifang Shang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Rare Disease Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Laboratory of Neurodegenerative Disorders, West China Hospital, Sichuan University, Chengdu, Sichuan, China
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16
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Greenblatt CL, Lathe R. Vaccines and Dementia: Part II. Efficacy of BCG and Other Vaccines Against Dementia. J Alzheimers Dis 2024; 98:361-372. [PMID: 38393913 PMCID: PMC10977380 DOI: 10.3233/jad-231323] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/15/2024] [Indexed: 02/25/2024]
Abstract
There is growing awareness that infections may contribute to the development of senile dementia including Alzheimer's disease (AD), and that immunopotentiation is therefore a legitimate target in the management of diseases of the elderly including AD. In Part I of this work, we provided a historical and molecular background to how vaccines, adjuvants, and their component molecules can elicit broad-spectrum protective effects against diverse agents, culminating in the development of the tuberculosis vaccine strain Bacille Calmette-Guérin (BCG) as a treatment for some types of cancer as well as a prophylactic against infections of the elderly such as pneumonia. In Part II, we critically review studies that BCG and other vaccines may offer a measure of protection against dementia development. Five studies to date have determined that intravesicular BCG administration, the standard of care for bladder cancer, is followed by a mean ∼45% reduction in subsequent AD development in these patients. Although this could potentially be ascribed to confounding factors, the finding that other routine vaccines such as against shingles (herpes zoster virus) and influenza (influenza A virus), among others, also offer a degree of protection against AD (mean 29% over multiple studies) underlines the plausibility that the protective effects are real. We highlight clinical trials that are planned or underway and discuss whether BCG could be replaced by key components of the mycobacterial cell wall such as muramyl dipeptide. We conclude that BCG and similar agents merit far wider consideration as prophylactic agents against dementia.
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Affiliation(s)
- Charles L. Greenblatt
- Department of Microbiology and Molecular Genetics, Institute for Medical Research Israel–Canada (IMRIC), Hebrew University of Jerusalem, Jerusalem, Israel
| | - Richard Lathe
- Division of Infection Medicine, University of Edinburgh Medical School, Edinburgh, UK
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