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Li Y, Huang X, Fowler C, Lim YY, Laws SM, Faux N, Doecke JD, Trounson B, Pertile K, Rumble R, Doré V, Villemagne VL, Rowe CC, Wiley JS, Maruff P, Masters CL, Gu BJ. Identification of Leukocyte Surface P2X7 as a Biomarker Associated with Alzheimer's Disease. Int J Mol Sci 2022; 23:ijms23147867. [PMID: 35887215 PMCID: PMC9322488 DOI: 10.3390/ijms23147867] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 07/10/2022] [Accepted: 07/12/2022] [Indexed: 02/04/2023] Open
Abstract
Alzheimer's disease (AD) has shown altered immune responses in the periphery. We studied P2X7 (a proinflammatory receptor and a scavenger receptor) and two integrins, CD11b and CD11c, on the surface of circulating leukocytes and analysed their associations with Aβ-PET, brain atrophy, neuropsychological assessments, and cerebrospinal fluid (CSF) biomarkers. Total 287 age-matched, sex-balanced participants were recruited in a discovery cohort and two validation cohorts through the AIBL study and studied using tri-colour flow cytometry. Our results demonstrated reduced expressions of P2X7, CD11b, and CD11c on leukocytes, particularly monocytes, in Aβ +ve cases compared with Aβ -ve controls. P2X7 and integrin downregulation was observed at pre-clinical stage of AD and stayed low throughout disease course. We further constructed a polygenic risk score (PRS) model based on 12 P2RX7 risk alleles to assess the genetic impact on P2X7 function in AIBL and ADNI cohorts. No significant association was identified between the P2RX7 gene and AD, indicating that P2X7 downregulation in AD is likely caused by environmental changes rather than genetic factors. In conclusion, the downregulation of P2X7 and integrins at pre-clinical stage of AD indicates altered pro-inflammatory responses, phagocytic functions, and migrating capabilities of circulating monocytes in early AD pathogenesis. Our study not only improves our understanding of peripheral immune involvement in early stage of AD but also provides more insights into novel biomarker development, diagnosis, and prognosis of AD.
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Affiliation(s)
- Yihan Li
- The Florey Institute, The University of Melbourne, 30 Royal Parade, Parkville, VIC 3052, Australia; (Y.L.); (X.H.); (C.F.); (B.T.); (K.P.); (R.R.); (J.S.W.); (P.M.); (C.L.M.)
| | - Xin Huang
- The Florey Institute, The University of Melbourne, 30 Royal Parade, Parkville, VIC 3052, Australia; (Y.L.); (X.H.); (C.F.); (B.T.); (K.P.); (R.R.); (J.S.W.); (P.M.); (C.L.M.)
| | - Christopher Fowler
- The Florey Institute, The University of Melbourne, 30 Royal Parade, Parkville, VIC 3052, Australia; (Y.L.); (X.H.); (C.F.); (B.T.); (K.P.); (R.R.); (J.S.W.); (P.M.); (C.L.M.)
| | - Yen Y. Lim
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC 3168, Australia; (Y.Y.L.); (V.D.)
| | - Simon M. Laws
- School of Medical and Health Sciences, Edith Cowan University, 270 Joondalup Drive, Joondalup, WA 6027, Australia;
| | - Noel Faux
- Melbourne Data Analytics Platform, Petascale Campus Initiative, The University of Melbourne, 21 Bedford St., North Melbourne, VIC 3051, Australia;
| | - James D. Doecke
- The Australian e-Health Research Centre, CSIRO, Brisbane, QLD 4029, Australia;
| | - Brett Trounson
- The Florey Institute, The University of Melbourne, 30 Royal Parade, Parkville, VIC 3052, Australia; (Y.L.); (X.H.); (C.F.); (B.T.); (K.P.); (R.R.); (J.S.W.); (P.M.); (C.L.M.)
| | - Kelly Pertile
- The Florey Institute, The University of Melbourne, 30 Royal Parade, Parkville, VIC 3052, Australia; (Y.L.); (X.H.); (C.F.); (B.T.); (K.P.); (R.R.); (J.S.W.); (P.M.); (C.L.M.)
| | - Rebecca Rumble
- The Florey Institute, The University of Melbourne, 30 Royal Parade, Parkville, VIC 3052, Australia; (Y.L.); (X.H.); (C.F.); (B.T.); (K.P.); (R.R.); (J.S.W.); (P.M.); (C.L.M.)
| | - Vincent Doré
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC 3168, Australia; (Y.Y.L.); (V.D.)
- Department of Molecular Imaging & Therapy, Austin Health, Melbourne, VIC 3084, Australia; (V.L.V.); (C.C.R.)
- Department of Medicine, The University of Melbourne, Melbourne, VIC 3084, Australia
| | - Victor L. Villemagne
- Department of Molecular Imaging & Therapy, Austin Health, Melbourne, VIC 3084, Australia; (V.L.V.); (C.C.R.)
- Department of Medicine, The University of Melbourne, Melbourne, VIC 3084, Australia
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA 15260, USA
| | - Christopher C. Rowe
- Department of Molecular Imaging & Therapy, Austin Health, Melbourne, VIC 3084, Australia; (V.L.V.); (C.C.R.)
- Department of Medicine, The University of Melbourne, Melbourne, VIC 3084, Australia
| | - James S. Wiley
- The Florey Institute, The University of Melbourne, 30 Royal Parade, Parkville, VIC 3052, Australia; (Y.L.); (X.H.); (C.F.); (B.T.); (K.P.); (R.R.); (J.S.W.); (P.M.); (C.L.M.)
| | - Paul Maruff
- The Florey Institute, The University of Melbourne, 30 Royal Parade, Parkville, VIC 3052, Australia; (Y.L.); (X.H.); (C.F.); (B.T.); (K.P.); (R.R.); (J.S.W.); (P.M.); (C.L.M.)
- CogState Ltd., Melbourne, VIC 3001, Australia
| | - Colin L. Masters
- The Florey Institute, The University of Melbourne, 30 Royal Parade, Parkville, VIC 3052, Australia; (Y.L.); (X.H.); (C.F.); (B.T.); (K.P.); (R.R.); (J.S.W.); (P.M.); (C.L.M.)
| | - Ben J. Gu
- The Florey Institute, The University of Melbourne, 30 Royal Parade, Parkville, VIC 3052, Australia; (Y.L.); (X.H.); (C.F.); (B.T.); (K.P.); (R.R.); (J.S.W.); (P.M.); (C.L.M.)
- National Clinical Research Center for Aging and Medicine, Huashan Hospital, Fudan University, Shanghai 200040, China
- Correspondence: ; Tel.: +61-3-9035-6317
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3
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Fowler C, Rainey-Smith SR, Bird S, Bomke J, Bourgeat P, Brown BM, Burnham SC, Bush AI, Chadunow C, Collins S, Doecke J, Doré V, Ellis KA, Evered L, Fazlollahi A, Fripp J, Gardener SL, Gibson S, Grenfell R, Harrison E, Head R, Jin L, Kamer A, Lamb F, Lautenschlager NT, Laws SM, Li QX, Lim L, Lim YY, Louey A, Macaulay SL, Mackintosh L, Martins RN, Maruff P, Masters CL, McBride S, Milicic L, Peretti M, Pertile K, Porter T, Radler M, Rembach A, Robertson J, Rodrigues M, Rowe CC, Rumble R, Salvado O, Savage G, Silbert B, Soh M, Sohrabi HR, Taddei K, Taddei T, Thai C, Trounson B, Tyrrell R, Vacher M, Varghese S, Villemagne VL, Weinborn M, Woodward M, Xia Y, Ames D. Fifteen Years of the Australian Imaging, Biomarkers and Lifestyle (AIBL) Study: Progress and Observations from 2,359 Older Adults Spanning the Spectrum from Cognitive Normality to Alzheimer's Disease. J Alzheimers Dis Rep 2021; 5:443-468. [PMID: 34368630 PMCID: PMC8293663 DOI: 10.3233/adr-210005] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Background: The Australian Imaging, Biomarkers and Lifestyle (AIBL) Study commenced in 2006 as a prospective study of 1,112 individuals (768 cognitively normal (CN), 133 with mild cognitive impairment (MCI), and 211 with Alzheimer’s disease dementia (AD)) as an ‘Inception cohort’ who underwent detailed ssessments every 18 months. Over the past decade, an additional 1247 subjects have been added as an ‘Enrichment cohort’ (as of 10 April 2019). Objective: Here we provide an overview of these Inception and Enrichment cohorts of more than 8,500 person-years of investigation. Methods: Participants underwent reassessment every 18 months including comprehensive cognitive testing, neuroimaging (magnetic resonance imaging, MRI; positron emission tomography, PET), biofluid biomarkers and lifestyle evaluations. Results: AIBL has made major contributions to the understanding of the natural history of AD, with cognitive and biological definitions of its three major stages: preclinical, prodromal and clinical. Early deployment of Aβ-amyloid and tau molecular PET imaging and the development of more sensitive and specific blood tests have facilitated the assessment of genetic and environmental factors which affect age at onset and rates of progression. Conclusion: This fifteen-year study provides a large database of highly characterized individuals with longitudinal cognitive, imaging and lifestyle data and biofluid collections, to aid in the development of interventions to delay onset, prevent or treat AD. Harmonization with similar large longitudinal cohort studies is underway to further these aims.
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Affiliation(s)
- Christopher Fowler
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia
| | - Stephanie R Rainey-Smith
- Centre of Excellence for Alzheimer's Disease Research and Care, School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia.,Australian Alzheimer's Research Foundation (Ralph and Patricia Sarich Neuroscience Research Institute), Nedlands, WA, Australia.,Centre for Healthy Ageing, Health Futures Institute, Murdoch University, Murdoch, WA, Australia.,School of Psychological Science, University of Western Australia, Crawley, WA, Australia
| | - Sabine Bird
- Centre of Excellence for Alzheimer's Disease Research and Care, School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia.,Australian Alzheimer's Research Foundation (Ralph and Patricia Sarich Neuroscience Research Institute), Nedlands, WA, Australia
| | - Julia Bomke
- Australian E-Health Research Centre, CSIRO Health & Biosecurity, Herston, QLD, Australia
| | - Pierrick Bourgeat
- Australian E-Health Research Centre, CSIRO Health & Biosecurity, Herston, QLD, Australia
| | - Belinda M Brown
- Australian Alzheimer's Research Foundation (Ralph and Patricia Sarich Neuroscience Research Institute), Nedlands, WA, Australia.,Centre for Healthy Ageing, Health Futures Institute, Murdoch University, Murdoch, WA, Australia
| | - Samantha C Burnham
- Australian E-Health Research Centre, CSIRO Health & Biosecurity, Herston, QLD, Australia
| | - Ashley I Bush
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia
| | - Carolyn Chadunow
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia
| | - Steven Collins
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia
| | - James Doecke
- Australian E-Health Research Centre, CSIRO Health & Biosecurity, Herston, QLD, Australia.,Cooperative Research Council for Mental Health, Melbourne, VIC, Australia
| | - Vincent Doré
- Australian E-Health Research Centre, CSIRO Health & Biosecurity, Herston, QLD, Australia.,Department of Molecular Imaging and Therapy, Austin Health, Heidelberg, VIC, Australia
| | - Kathryn A Ellis
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia.,University of Melbourne Academic Unit for Psychiatry of Old Age, Parkville, VIC, Australia.,Melbourne School of Psychological Sciences, Melbourne, VIC, Australia
| | - Lis Evered
- Department of Anaesthesia and Acute Pain Medicine, St Vincent's Hospital Melbourne, Victoria Parade, Fitzroy, VIC, Australia
| | - Amir Fazlollahi
- Australian E-Health Research Centre, CSIRO Health & Biosecurity, Herston, QLD, Australia
| | - Jurgen Fripp
- Australian E-Health Research Centre, CSIRO Health & Biosecurity, Herston, QLD, Australia
| | - Samantha L Gardener
- Centre of Excellence for Alzheimer's Disease Research and Care, School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia.,Australian Alzheimer's Research Foundation (Ralph and Patricia Sarich Neuroscience Research Institute), Nedlands, WA, Australia
| | - Simon Gibson
- Australian E-Health Research Centre, CSIRO Health & Biosecurity, Herston, QLD, Australia
| | - Robert Grenfell
- Australian E-Health Research Centre, CSIRO Health & Biosecurity, Herston, QLD, Australia
| | - Elise Harrison
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia
| | - Richard Head
- Australian E-Health Research Centre, CSIRO Health & Biosecurity, Herston, QLD, Australia
| | - Liang Jin
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia
| | - Adrian Kamer
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia
| | - Fiona Lamb
- Department of Molecular Imaging and Therapy, Austin Health, Heidelberg, VIC, Australia
| | | | - Simon M Laws
- Collaborative Genomics and Translation Group, Centre for Precision Health, School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia.,School of Pharmacy and Biomedical Sciences, Faculty of Health Sciences, Curtin Health Innovation Research Institute, Curtin University, Bentley, WA, Australia
| | - Qiao-Xin Li
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia
| | - Lucy Lim
- Centre of Excellence for Alzheimer's Disease Research and Care, School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia.,Australian Alzheimer's Research Foundation (Ralph and Patricia Sarich Neuroscience Research Institute), Nedlands, WA, Australia
| | - Yen Ying Lim
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia.,Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, VIC, Australia
| | - Andrea Louey
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia
| | - S Lance Macaulay
- Australian E-Health Research Centre, CSIRO Health & Biosecurity, Herston, QLD, Australia
| | - Lucy Mackintosh
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia
| | - Ralph N Martins
- Centre of Excellence for Alzheimer's Disease Research and Care, School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia.,Australian Alzheimer's Research Foundation (Ralph and Patricia Sarich Neuroscience Research Institute), Nedlands, WA, Australia.,Department of Biomedical Sciences, Macquarie University, North Ryde, NSW, Australia
| | | | - Colin L Masters
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia
| | - Simon McBride
- Australian E-Health Research Centre, CSIRO Health & Biosecurity, Herston, QLD, Australia
| | - Lidija Milicic
- Collaborative Genomics and Translation Group, Centre for Precision Health, School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
| | - Madeline Peretti
- Collaborative Genomics and Translation Group, Centre for Precision Health, School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
| | - Kelly Pertile
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia
| | - Tenielle Porter
- Collaborative Genomics and Translation Group, Centre for Precision Health, School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia.,School of Pharmacy and Biomedical Sciences, Faculty of Health Sciences, Curtin Health Innovation Research Institute, Curtin University, Bentley, WA, Australia
| | - Morgan Radler
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia
| | - Alan Rembach
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia
| | - Joanne Robertson
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia
| | - Mark Rodrigues
- Centre of Excellence for Alzheimer's Disease Research and Care, School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia.,Australian Alzheimer's Research Foundation (Ralph and Patricia Sarich Neuroscience Research Institute), Nedlands, WA, Australia
| | - Christopher C Rowe
- Department of Molecular Imaging and Therapy, Austin Health, Heidelberg, VIC, Australia.,Australian Alzheimer's Research Foundation (Ralph and Patricia Sarich Neuroscience Research Institute), Nedlands, WA, Australia
| | - Rebecca Rumble
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia
| | | | - Greg Savage
- Department of Psychology, Macquarie University, Sydney, NSW, Australia
| | - Brendan Silbert
- Department of Anaesthesia and Acute Pain Medicine, St Vincent's Hospital Melbourne, Victoria Parade, Fitzroy, VIC, Australia
| | - Magdalene Soh
- Centre of Excellence for Alzheimer's Disease Research and Care, School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia.,Australian Alzheimer's Research Foundation (Ralph and Patricia Sarich Neuroscience Research Institute), Nedlands, WA, Australia
| | - Hamid R Sohrabi
- Australian Alzheimer's Research Foundation (Ralph and Patricia Sarich Neuroscience Research Institute), Nedlands, WA, Australia.,Centre for Healthy Ageing, Health Futures Institute, Murdoch University, Murdoch, WA, Australia.,Department of Biomedical Sciences, Macquarie University, North Ryde, NSW, Australia
| | - Kevin Taddei
- Centre of Excellence for Alzheimer's Disease Research and Care, School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia.,Australian Alzheimer's Research Foundation (Ralph and Patricia Sarich Neuroscience Research Institute), Nedlands, WA, Australia
| | - Tania Taddei
- Centre of Excellence for Alzheimer's Disease Research and Care, School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia.,Australian Alzheimer's Research Foundation (Ralph and Patricia Sarich Neuroscience Research Institute), Nedlands, WA, Australia
| | - Christine Thai
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia
| | - Brett Trounson
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia
| | - Regan Tyrrell
- Department of Molecular Imaging and Therapy, Austin Health, Heidelberg, VIC, Australia
| | - Michael Vacher
- Australian E-Health Research Centre, CSIRO Health & Biosecurity, Herston, QLD, Australia
| | - Shiji Varghese
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia
| | - Victor L Villemagne
- Department of Molecular Imaging and Therapy, Austin Health, Heidelberg, VIC, Australia.,Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA
| | - Michael Weinborn
- Centre of Excellence for Alzheimer's Disease Research and Care, School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia.,Australian Alzheimer's Research Foundation (Ralph and Patricia Sarich Neuroscience Research Institute), Nedlands, WA, Australia.,School of Psychological Science, University of Western Australia, Crawley, WA, Australia
| | - Michael Woodward
- Department of Geriatric Medicine Austin Hospital, Heidelberg, VIC, Australia
| | - Ying Xia
- Australian E-Health Research Centre, CSIRO Health & Biosecurity, Herston, QLD, Australia
| | - David Ames
- The Florey Institute, The University of Melbourne, Parkville, VIC, Australia.,University of Melbourne Academic Unit for Psychiatry of Old Age, Parkville, VIC, Australia.,National Ageing Research Institute (NARI), Parkville, VIC, Australia
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