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Vervuurt M, Kuiperij HB, de Kort AM, Kersten I, Klijn CJM, Schreuder FHBM, Verbeek MM. Proximity extension assay in cerebrospinal fluid identifies neurofilament light chain as biomarker of neurodegeneration in sporadic cerebral amyloid angiopathy. Alzheimers Res Ther 2024; 16:108. [PMID: 38745197 PMCID: PMC11092079 DOI: 10.1186/s13195-024-01473-0] [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: 12/21/2023] [Accepted: 05/01/2024] [Indexed: 05/16/2024]
Abstract
BACKGROUND Sporadic cerebral amyloid angiopathy (sCAA) is a disease characterised by the progressive deposition of the amyloid beta (Aβ) in the cerebral vasculature, capable of causing a variety of symptoms, from (mild) cognitive impairment, to micro- and major haemorrhagic lesions. Modern diagnosis of sCAA relies on radiological detection of late-stage hallmarks of disease, complicating early diagnosis and potential interventions in disease progression. Our goal in this study was to identify and validate novel biomarkers for sCAA. METHODS We performed a proximity extension assay (PEA) on cerebrospinal fluid (CSF) samples of sCAA/control participants (n = 34/51). Additionally, we attempted to validate the top candidate biomarker in CSF and serum samples (n = 38/26) in a largely overlapping validation cohort, through analysis with a targeted immunoassay. RESULTS Thirteen proteins were differentially expressed through PEA, with top candidate NFL significantly increased in CSF of sCAA patients (p < 0.0001). Validation analyses using immunoassays revealed increased CSF and serum NFL levels in sCAA patients (both p < 0.0001) with good discrimination between sCAA and controls (AUC: 0.85; AUC: 0.79 respectively). Additionally, the CSF: serum NFL ratio was significantly elevated in sCAA (p = 0.002). DISCUSSION Large-scale targeted proteomics screening of CSF of sCAA patients and controls identified thirteen biomarker candidates for sCAA. Orthogonal validation of NFL identified NFL in CSF and serum as biomarker, capable of differentiating between sCAA patients and controls.
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Affiliation(s)
- Marc Vervuurt
- Donders Institute for Brain, Cognition and Behaviour, Department of Neurology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - H Bea Kuiperij
- Donders Institute for Brain, Cognition and Behaviour, Department of Neurology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Anna M de Kort
- Donders Institute for Brain, Cognition and Behaviour, Department of Neurology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Iris Kersten
- Donders Institute for Brain, Cognition and Behaviour, Department of Neurology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Catharina J M Klijn
- Donders Institute for Brain, Cognition and Behaviour, Department of Neurology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Floris H B M Schreuder
- Donders Institute for Brain, Cognition and Behaviour, Department of Neurology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Marcel M Verbeek
- Donders Institute for Brain, Cognition and Behaviour, Department of Neurology, Radboud University Medical Center, Nijmegen, The Netherlands.
- Department of Human Genetics, Radboud University Medical Center, P.O. Box 9101, Nijmegen, 830 TML, 6500 HB, The Netherlands.
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Aldridge CM, Braun R, Lohse K, de Havenon A, Cole JW, Cramer SC, Lindgren AG, Keene KL, Hsu FC, Worrall BB. Genome-Wide Association Studies of 3 Distinct Recovery Phenotypes in Mild Ischemic Stroke. Neurology 2024; 102:e208011. [PMID: 38181310 PMCID: PMC11023036 DOI: 10.1212/wnl.0000000000208011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 09/27/2023] [Indexed: 01/07/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Stroke genetic research has made substantial progress in the past decade. Its recovery application, however, remains behind, in part due to its reliance on the modified Rankin Scale (mRS) score as a measure of poststroke outcome. The mRS does not map well to biological processes because numerous psychosocial factors drive much of what the mRS captures. Second, the mRS contains multiple disparate biological events into a single measure further limiting its use for biological discovery. This led us to investigate the effect of distinct stroke recovery phenotypes on genetic variation associations with Genome-Wide Association Studies (GWASs) by repurposing the NIH Stroke Scale (NIHSS) and its subscores. METHODS In the Vitamin Intervention for Stroke Prevention cohort, we estimated changes in cognition, motor, and global impairments over 2 years using specific measures. We included genotyped participants with a total NIHSS score greater than zero at randomization and excluded those with recurrent stroke during the trial. A GWAS linear mixed-effects model predicted score changes, with participant as a random effect, and included initial score, age, sex, treatment group, and the first 5 ancestry principal components. RESULTS In total, 1,270 participants (64% male) were included with a median NIHSS score of 2 (interquartile range [IQR] 1-3) and median age 68 (IQR 59-75) years. At randomization, 20% had cognitive deficits (NIHSS Cog-4 score >0) and 70% had ≥1 motor deficits (impairment score >1). At 2 years, these percentages improved to 7.2% with cognitive deficits and 30% with motor deficits. GWAS identified novel suggestive gene-impairment associations (p < 5e-6) for cognition (CAMK2D, EVX2, LINC0143, PTPRM, SGMS1, and SMAD2), motor (ACBD6, KDM4B, MARK4, PTPRS, ROBO1, and ROBO2), and global (MSR1 and ROBO2) impairments. DISCUSSION Defining domain-specific stroke recovery phenotypes and using longitudinal clinical trial designs can help detect novel genes associated with chronic recovery. These data support the use of granular endpoints to identify genetic associations related to stroke recovery.
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Affiliation(s)
- Chad M Aldridge
- From the Department of Neurology (C.M.A., B.B.W.), University of Virginia, Charlottesville; Department of Neurology (R.B., J.W.C.), University of Maryland, Baltimore; Program in Physical Therapy (K.L.), Washington University; Department of Neurology (K.L.), Washington University, St. Louis, MO; Department of Neurology (A.H.), Center for Brain and Mind Health, Yale University, New Haven, CT; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles; Department of Clinical Sciences Lund, Neurology (A.G.L.), Lund University; Department of Neurology (A.G.L.), Skane University Hospital, Sweden; Department of Public Health Sciences (K.L.K., B.B.W.); Center for Health Equity and Precision Public Health (K.L.K.), University of Virginia, Charlottesville; and Department of Biostatistics (F.-C.H.), School of Medicine, Wake Forest University, Winston-Salem, NC
| | - Robynne Braun
- From the Department of Neurology (C.M.A., B.B.W.), University of Virginia, Charlottesville; Department of Neurology (R.B., J.W.C.), University of Maryland, Baltimore; Program in Physical Therapy (K.L.), Washington University; Department of Neurology (K.L.), Washington University, St. Louis, MO; Department of Neurology (A.H.), Center for Brain and Mind Health, Yale University, New Haven, CT; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles; Department of Clinical Sciences Lund, Neurology (A.G.L.), Lund University; Department of Neurology (A.G.L.), Skane University Hospital, Sweden; Department of Public Health Sciences (K.L.K., B.B.W.); Center for Health Equity and Precision Public Health (K.L.K.), University of Virginia, Charlottesville; and Department of Biostatistics (F.-C.H.), School of Medicine, Wake Forest University, Winston-Salem, NC
| | - Keith Lohse
- From the Department of Neurology (C.M.A., B.B.W.), University of Virginia, Charlottesville; Department of Neurology (R.B., J.W.C.), University of Maryland, Baltimore; Program in Physical Therapy (K.L.), Washington University; Department of Neurology (K.L.), Washington University, St. Louis, MO; Department of Neurology (A.H.), Center for Brain and Mind Health, Yale University, New Haven, CT; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles; Department of Clinical Sciences Lund, Neurology (A.G.L.), Lund University; Department of Neurology (A.G.L.), Skane University Hospital, Sweden; Department of Public Health Sciences (K.L.K., B.B.W.); Center for Health Equity and Precision Public Health (K.L.K.), University of Virginia, Charlottesville; and Department of Biostatistics (F.-C.H.), School of Medicine, Wake Forest University, Winston-Salem, NC
| | - Adam de Havenon
- From the Department of Neurology (C.M.A., B.B.W.), University of Virginia, Charlottesville; Department of Neurology (R.B., J.W.C.), University of Maryland, Baltimore; Program in Physical Therapy (K.L.), Washington University; Department of Neurology (K.L.), Washington University, St. Louis, MO; Department of Neurology (A.H.), Center for Brain and Mind Health, Yale University, New Haven, CT; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles; Department of Clinical Sciences Lund, Neurology (A.G.L.), Lund University; Department of Neurology (A.G.L.), Skane University Hospital, Sweden; Department of Public Health Sciences (K.L.K., B.B.W.); Center for Health Equity and Precision Public Health (K.L.K.), University of Virginia, Charlottesville; and Department of Biostatistics (F.-C.H.), School of Medicine, Wake Forest University, Winston-Salem, NC
| | - John W Cole
- From the Department of Neurology (C.M.A., B.B.W.), University of Virginia, Charlottesville; Department of Neurology (R.B., J.W.C.), University of Maryland, Baltimore; Program in Physical Therapy (K.L.), Washington University; Department of Neurology (K.L.), Washington University, St. Louis, MO; Department of Neurology (A.H.), Center for Brain and Mind Health, Yale University, New Haven, CT; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles; Department of Clinical Sciences Lund, Neurology (A.G.L.), Lund University; Department of Neurology (A.G.L.), Skane University Hospital, Sweden; Department of Public Health Sciences (K.L.K., B.B.W.); Center for Health Equity and Precision Public Health (K.L.K.), University of Virginia, Charlottesville; and Department of Biostatistics (F.-C.H.), School of Medicine, Wake Forest University, Winston-Salem, NC
| | - Steven C Cramer
- From the Department of Neurology (C.M.A., B.B.W.), University of Virginia, Charlottesville; Department of Neurology (R.B., J.W.C.), University of Maryland, Baltimore; Program in Physical Therapy (K.L.), Washington University; Department of Neurology (K.L.), Washington University, St. Louis, MO; Department of Neurology (A.H.), Center for Brain and Mind Health, Yale University, New Haven, CT; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles; Department of Clinical Sciences Lund, Neurology (A.G.L.), Lund University; Department of Neurology (A.G.L.), Skane University Hospital, Sweden; Department of Public Health Sciences (K.L.K., B.B.W.); Center for Health Equity and Precision Public Health (K.L.K.), University of Virginia, Charlottesville; and Department of Biostatistics (F.-C.H.), School of Medicine, Wake Forest University, Winston-Salem, NC
| | - Arne G Lindgren
- From the Department of Neurology (C.M.A., B.B.W.), University of Virginia, Charlottesville; Department of Neurology (R.B., J.W.C.), University of Maryland, Baltimore; Program in Physical Therapy (K.L.), Washington University; Department of Neurology (K.L.), Washington University, St. Louis, MO; Department of Neurology (A.H.), Center for Brain and Mind Health, Yale University, New Haven, CT; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles; Department of Clinical Sciences Lund, Neurology (A.G.L.), Lund University; Department of Neurology (A.G.L.), Skane University Hospital, Sweden; Department of Public Health Sciences (K.L.K., B.B.W.); Center for Health Equity and Precision Public Health (K.L.K.), University of Virginia, Charlottesville; and Department of Biostatistics (F.-C.H.), School of Medicine, Wake Forest University, Winston-Salem, NC
| | - Keith L Keene
- From the Department of Neurology (C.M.A., B.B.W.), University of Virginia, Charlottesville; Department of Neurology (R.B., J.W.C.), University of Maryland, Baltimore; Program in Physical Therapy (K.L.), Washington University; Department of Neurology (K.L.), Washington University, St. Louis, MO; Department of Neurology (A.H.), Center for Brain and Mind Health, Yale University, New Haven, CT; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles; Department of Clinical Sciences Lund, Neurology (A.G.L.), Lund University; Department of Neurology (A.G.L.), Skane University Hospital, Sweden; Department of Public Health Sciences (K.L.K., B.B.W.); Center for Health Equity and Precision Public Health (K.L.K.), University of Virginia, Charlottesville; and Department of Biostatistics (F.-C.H.), School of Medicine, Wake Forest University, Winston-Salem, NC
| | - Fang-Chi Hsu
- From the Department of Neurology (C.M.A., B.B.W.), University of Virginia, Charlottesville; Department of Neurology (R.B., J.W.C.), University of Maryland, Baltimore; Program in Physical Therapy (K.L.), Washington University; Department of Neurology (K.L.), Washington University, St. Louis, MO; Department of Neurology (A.H.), Center for Brain and Mind Health, Yale University, New Haven, CT; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles; Department of Clinical Sciences Lund, Neurology (A.G.L.), Lund University; Department of Neurology (A.G.L.), Skane University Hospital, Sweden; Department of Public Health Sciences (K.L.K., B.B.W.); Center for Health Equity and Precision Public Health (K.L.K.), University of Virginia, Charlottesville; and Department of Biostatistics (F.-C.H.), School of Medicine, Wake Forest University, Winston-Salem, NC
| | - Bradford B Worrall
- From the Department of Neurology (C.M.A., B.B.W.), University of Virginia, Charlottesville; Department of Neurology (R.B., J.W.C.), University of Maryland, Baltimore; Program in Physical Therapy (K.L.), Washington University; Department of Neurology (K.L.), Washington University, St. Louis, MO; Department of Neurology (A.H.), Center for Brain and Mind Health, Yale University, New Haven, CT; Department of Neurology (S.C.C.), University of California Los Angeles; California Rehabilitation Institute (S.C.C.), Los Angeles; Department of Clinical Sciences Lund, Neurology (A.G.L.), Lund University; Department of Neurology (A.G.L.), Skane University Hospital, Sweden; Department of Public Health Sciences (K.L.K., B.B.W.); Center for Health Equity and Precision Public Health (K.L.K.), University of Virginia, Charlottesville; and Department of Biostatistics (F.-C.H.), School of Medicine, Wake Forest University, Winston-Salem, NC
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Collu R, Giunti E, Daley S, Chen M, Xia W. Angiotensin-converting enzyme inhibitors and statins therapies-induced changes in omics profiles in humans and transgenic tau mice. Biomed Pharmacother 2023; 168:115756. [PMID: 37865996 DOI: 10.1016/j.biopha.2023.115756] [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: 08/17/2023] [Revised: 10/16/2023] [Accepted: 10/17/2023] [Indexed: 10/24/2023] Open
Abstract
BACKGROUND Hypertension and hyperlipidemia are considered risk factors for Alzheimer's disease (AD) and other related dementias. Clinically approved medications typically prescribed to manage these conditions have shown an association with reduced risk of developing AD and could be explored as potential repurposed therapeutics. OBJECTIVE We aimed to explore the effects of the pharmacological treatment with angiotensin-converting enzyme inhibitors (ACEI) and statins (STAT) on AD-related neuropathology and the potential benefits of their concurrent use. METHODS We investigated the effect of ACEI, STAT or combination of both by exploring the transcriptomic, proteomic and tau pathology profiles after treatment in both human patients and in P301S transgenic mice (PS19) modeling tauopathies and AD. We performed bioinformatic analysis of enriched pathways after treatment. RESULTS Proteomics and transcriptomics analysis revealed proteins and genes whose expression is significantly changed in subjects receiving treatment with ACEI, STAT or combined drugs. In mice, treatment with the ACEI lisinopril significantly decreased brain levels of total tau (Tau) and phosphorylated tau (pTau)-181, while the STAT atorvastatin significantly reduced the levels of pTau-396. The combined therapy with lisinopril and atorvastatin significantly decreased Tau. Moreover, brain levels of lisinopril were negatively correlated with Tau. Among the others, CD200, ADAM22, BCAN and NCAM1 were significantly affected by treatments in both human subjects and transgenic mice. CONCLUSIONS Our findings provide significant information that may guide future investigation of the potential use of ACEI, STAT, or the combination of the two drug classes as repurposed therapies or preventive strategies for AD and other neurodegenerative diseases.
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Affiliation(s)
- Roberto Collu
- Geriatric Research Education and Clinical Center, Bedford VA Healthcare System, Bedford, MA, United States; Department of Pharmacology, Physiology and Biophysics, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, United States
| | - Elisa Giunti
- Geriatric Research Education and Clinical Center, Bedford VA Healthcare System, Bedford, MA, United States; Department of Pharmacology, Physiology and Biophysics, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, United States
| | - Sarah Daley
- Geriatric Research Education and Clinical Center, Bedford VA Healthcare System, Bedford, MA, United States; Department of Pharmacology, Physiology and Biophysics, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, United States
| | - Mei Chen
- Geriatric Research Education and Clinical Center, Bedford VA Healthcare System, Bedford, MA, United States
| | - Weiming Xia
- Geriatric Research Education and Clinical Center, Bedford VA Healthcare System, Bedford, MA, United States; Department of Pharmacology, Physiology and Biophysics, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, United States; Department of Biological Sciences, University of Massachusetts Kennedy College of Science, Lowell, MA, United States.
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