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Di Donna MG, Colona VL, Bagnato MR, Bonomi CG, Tirrito L, Marchionni E, Motta C, Sangiuolo FC, Martorana A. NOTCH3 variants of unknown significance underpin vascular dysfunction in neurodegenerative disease: a case series of three nfvPPA-FTD patients. Neurol Sci 2025; 46:1637-1646. [PMID: 39652165 DOI: 10.1007/s10072-024-07908-8] [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: 08/20/2024] [Accepted: 11/25/2024] [Indexed: 03/19/2025]
Abstract
INTRODUCTION The NOTCH3 gene encodes for an evolutionarily conserved protein, whose functions encompass both embryonic cell proliferation and adult tissue-specific differentiation. Among others, a pivotal role in maintaining functional integrity of neurovascular unit (NVU) is supported by the association of several NOTCH3 gene mutations with neuroimaging markers of cerebral small vessel disease (SVD). Indeed, a pathogenic role of NOTCH3 is recognised in cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy (CADASIL). However, an increasing number of NOTCH3 variants with unclear pathogenic role have been identified in patients suspected of having CADASIL. The following case series describes three patients under the age of 65 with clinical diagnosis of nonfluent-variant of primary progressive aphasia (nfvPPA), whose genetic analysis revealed the presence of three distinct novel variants of unknown significance (VUS) in NOTCH3 gene. RESULTS The diagnostic work-up revealed common features among the patients: clinical presentation -nfvPPA at neuropsychological evaluation with consistent extrapyramidal symptoms; neuroimaging -low brain MR burden of SVD and FDG-PET impairment of cortical areas involved in speech production network; and biomarkers -Cerebrospinal fluid (CSF) analysis negative for Alzheimer's Disease (AD), corroborating suspicion of underlying Frontotemporal Lobe Degeneration (FTLD). DISCUSSION AND CONCLUSION The retrieved VUS in NOTCH3 suggest that the involvement of Notch signalling in pathophysiology of neurodegenerative disease is more complex and needs to be fully explored. Rare variants in SVD-associated genes may influence progression of neurodegeneration via the dysfunction of several vascular pathways.
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Affiliation(s)
- M G Di Donna
- UOSD Centro Demenze, University of Rome Tor Vergata, Viale Oxford 81, 00133, Rome, Italy.
- Stroke Unit, Ospedale F. Spaziani, Via A. Fabi 5, 03100, Frosinone, Italy.
| | - V L Colona
- Research Unit of Neuromuscular and Neurodegenerative Disorders, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
- Movement Analysis and Robotics Laboratory (MARlab), Research Unit of Neurorehabilitation, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - M R Bagnato
- Stroke Unit, Ospedale F. Spaziani, Via A. Fabi 5, 03100, Frosinone, Italy
- Stroke Unit, University of Rome Tor Vergata, Viale Oxford 81, 00133, Rome, Italy
| | - C G Bonomi
- UOSD Centro Demenze, University of Rome Tor Vergata, Viale Oxford 81, 00133, Rome, Italy
| | - L Tirrito
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Viale Oxford 81, 00133, Rome, Italy
| | - E Marchionni
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Viale Oxford 81, 00133, Rome, Italy
| | - C Motta
- UOSD Centro Demenze, University of Rome Tor Vergata, Viale Oxford 81, 00133, Rome, Italy
| | - F C Sangiuolo
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Viale Oxford 81, 00133, Rome, Italy
| | - A Martorana
- UOSD Centro Demenze, University of Rome Tor Vergata, Viale Oxford 81, 00133, Rome, Italy
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Zuin M, De Vito A, Romagnoli T, Polastri M, Capatti E, Azzini C, Brombo G, Zuliani G. Cerebral Blood Flow in Alzheimer's Disease: A Meta-Analysis on Transcranial Doppler Investigations. Geriatrics (Basel) 2024; 9:58. [PMID: 38804315 PMCID: PMC11130854 DOI: 10.3390/geriatrics9030058] [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: 12/03/2023] [Revised: 04/19/2024] [Accepted: 05/01/2024] [Indexed: 05/29/2024] Open
Abstract
BACKGROUND Cerebrovascular hemodynamic impairment has been reported in Alzheimer's disease (AD). We performed a systematic review and meta-analysis to investigate changes in cerebral blood flow (CBF) in AD patients. METHODS Data were obtained by searching MEDLINE and Scopus for all investigations published between 1 January 2011 and 1 November 2021, comparing the cerebrovascular hemodynamic between AD patients and cognately healthy age-matched controls, using transcranial Doppler (TCD) ultrasound. RESULTS Twelve studies, based on 685 patients [395 with AD and 290 age-matched cognitively healthy controls, with a mean age of 71.5 and 72.1 years, respectively] were included in the analysis. A random effect model revealed that AD patients, in the proximal segments of the middle cerebral artery (MCA), have a significantly lower CBF velocity, compared to controls (MD: -7.80 cm/s, 95%CI: -10.78 to -5.13, p < 0.0001, I2 = 71.0%). Due to a significant Egger's test (t = 3.12, p = 0.008), a trim-and-fill analysis was performed, confirming the difference (MD: -11.05 cm/s, 95%CI: -12.28 to -9.82, p < 0.0001). Meta-regression analysis demonstrated that the mean CBF at the proximal MCA was directly correlated with arterial hypertension (p = 0.03) and MMSE score (p < 0.001), but inversely correlated with age (p = 0.01). In AD patients, the pulsatility index was significantly higher compared to controls (MD: 0.16, 95%CI: 0.07 to 0.25, p < 0.0001, I2: 84.5%), while the breath-holding index test results were significant lower (MD: -1.72, 95%CI: -2.53 to -0.91, p < 0.001, I2: 85.4%). CONCLUSIONS AD patients have a significant impairment in relation to their cerebrovascular perfusion, suggesting that cerebrovascular hemodynamic deterioration, evaluated using TCD, may be a useful diagnostic tool.
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Affiliation(s)
- Marco Zuin
- Department of Translational Medicine, University of Ferrara, Azienda Ospedaliero-Universitaria S. Anna, 44124 Ferrara, Italy; (M.Z.); (T.R.); (M.P.); (E.C.); (C.A.); (G.B.)
| | - Alessandro De Vito
- Department of Neurology, Stroke Division, Azienda Ospedaliero-Universitaria S. Anna, 44124 Ferrara, Italy;
| | - Tommaso Romagnoli
- Department of Translational Medicine, University of Ferrara, Azienda Ospedaliero-Universitaria S. Anna, 44124 Ferrara, Italy; (M.Z.); (T.R.); (M.P.); (E.C.); (C.A.); (G.B.)
| | - Michele Polastri
- Department of Translational Medicine, University of Ferrara, Azienda Ospedaliero-Universitaria S. Anna, 44124 Ferrara, Italy; (M.Z.); (T.R.); (M.P.); (E.C.); (C.A.); (G.B.)
| | - Eleonora Capatti
- Department of Translational Medicine, University of Ferrara, Azienda Ospedaliero-Universitaria S. Anna, 44124 Ferrara, Italy; (M.Z.); (T.R.); (M.P.); (E.C.); (C.A.); (G.B.)
| | - Cristiano Azzini
- Department of Translational Medicine, University of Ferrara, Azienda Ospedaliero-Universitaria S. Anna, 44124 Ferrara, Italy; (M.Z.); (T.R.); (M.P.); (E.C.); (C.A.); (G.B.)
| | - Gloria Brombo
- Department of Translational Medicine, University of Ferrara, Azienda Ospedaliero-Universitaria S. Anna, 44124 Ferrara, Italy; (M.Z.); (T.R.); (M.P.); (E.C.); (C.A.); (G.B.)
| | - Giovanni Zuliani
- Department of Translational Medicine, University of Ferrara, Azienda Ospedaliero-Universitaria S. Anna, 44124 Ferrara, Italy; (M.Z.); (T.R.); (M.P.); (E.C.); (C.A.); (G.B.)
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Bonomi CG, Martorana A, Fiorelli D, Nuccetelli M, Placidi F, Mercuri NB, Motta C. Constitutive NOS Production Is Modulated by Alzheimer's Disease Pathology Depending on APOE Genotype. Int J Mol Sci 2024; 25:3725. [PMID: 38612537 PMCID: PMC11011586 DOI: 10.3390/ijms25073725] [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: 02/23/2024] [Revised: 03/19/2024] [Accepted: 03/25/2024] [Indexed: 04/14/2024] Open
Abstract
Both the endothelial (eNOS) and the neuronal (nNOS) isoforms of constitutive Nitric Oxide Synthase have been implicated in vascular dysfunctions in Alzheimer's disease (AD). We aimed to explore the relationship between amyloid pathology and NO dynamics by comparing the cerebrospinal fluid (CSF) levels of nNOS and eNOS of 8 healthy controls (HC) and 27 patients with a clinical diagnosis of Alzheimer's disease and isolated CSF amyloid changes, stratified according to APOE ε genotype (APOE ε3 = 13, APOE ε4 = 14). Moreover, we explored the associations between NOS isoforms, CSF AD biomarkers, age, sex, cognitive decline, and blood-brain barrier permeability. In our cohort, both eNOS and nNOS levels were increased in APOE ε3 with respect to HC and APOE ε4. CSF eNOS inversely correlated with CSF Amyloid-β42 selectively in carriers of APOE ε3; CSF nNOS was negatively associated with age and CSF p-tau only in the APOE ε4 subgroup. Increased eNOS could represent compensative vasodilation to face progressive Aβ-induced vasoconstriction in APOE ε3, while nNOS could represent the activation of NO-mediated plasticity strategies in the same group. Our results confirm previous findings that the APOE genotype is linked with different vascular responses to AD pathology.
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Affiliation(s)
- Chiara Giuseppina Bonomi
- UOSD Memory Clinic, Policlinico Tor Vergata, University of Rome “Tor Vergata”, 00133 Rome, Italy; (C.G.B.); (C.M.)
| | - Alessandro Martorana
- UOSD Memory Clinic, Policlinico Tor Vergata, University of Rome “Tor Vergata”, 00133 Rome, Italy; (C.G.B.); (C.M.)
| | - Denise Fiorelli
- Department of Biomedicine and Prevention, University of Rome “Tor Vergata”, 00133 Rome, Italy; (D.F.); (M.N.)
| | - Marzia Nuccetelli
- Department of Biomedicine and Prevention, University of Rome “Tor Vergata”, 00133 Rome, Italy; (D.F.); (M.N.)
| | - Fabio Placidi
- Neurology Unit, Policlinico Tor Vergata, University of Rome “Tor Vergata”, 00133 Rome, Italy; (F.P.); (N.B.M.)
| | - Nicola Biagio Mercuri
- Neurology Unit, Policlinico Tor Vergata, University of Rome “Tor Vergata”, 00133 Rome, Italy; (F.P.); (N.B.M.)
| | - Caterina Motta
- UOSD Memory Clinic, Policlinico Tor Vergata, University of Rome “Tor Vergata”, 00133 Rome, Italy; (C.G.B.); (C.M.)
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Ricci F, Martorana A, Bonomi CG, Serafini C, Mercuri NB, Koch G, Motta C. Effect of Vascular Risk Factors on Blood-Brain Barrier and Cerebrospinal Fluid Biomarkers Along the Alzheimer's Disease Continuum: A Retrospective Observational Study. J Alzheimers Dis 2024; 97:599-607. [PMID: 38160356 DOI: 10.3233/jad-230792] [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: 01/03/2024]
Abstract
BACKGROUND Blood-brain barrier (BBB) dysfunction could favor the pathogenesis and progression of Alzheimer's disease (AD). Vascular risk factors (VRF) could worsen BBB integrity, thus promoting neurode generation. OBJECTIVE To investigate BBB permeability and its relation with VRF along the AD continuum (ADc). Cerebrospinal fluid (CSF) Amyloid (A) and p-tau (T) levels were used to stratify patients. METHODS We compared CSF/plasma albumin ratio (QAlb) of 131 AD patients and 24 healthy controls (HC). APOE genotype and VRF were evaluated for each patient. Spearman's Rho correlation was used to investigate the associations between Qalb and CSF AD biomarkers. Multivariate regression analyses were conducted to explore the relationship between Qalb and AD biomarkers, sex, age, cognitive status, and VRF. RESULTS QAlb levels did not show significant difference between ADc patients and HC (p = 0.984). However, QAlb was significantly higher in A + T-compared to A + T+ (p = 0.021). In ADc, CSF p-tau demonstrated an inverse correlation with QAlb, a finding confirmed in APOE4 carriers (p = 0.002), but not in APOE3. Furthermore, in APOE4 carriers, sex, hypertension, and hypercholesterolemia were associated with QAlb (p = 0.004, p = 0.038, p = 0.038, respectively), whereas only sex showed an association in APOE3 carriers (p = 0.026). CONCLUSIONS BBB integrity is preserved in ADc. Among AT categories, A + T-have a more permeable BBB than A + T+. In APOE4 carriers, CSF p-tau levels display an inverse association with BBB permeability, which in turn, seems to be affected by VRF. These data suggest a possible relationship between BBB efficiency, VRF and CSF p-tau levels depending on APOE genotype.
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Affiliation(s)
- Francesco Ricci
- UOSD Centro Demenze, Policlinico Tor Vergata, University of Rome "Tor Vergata", Rome, Italy
| | - Alessandro Martorana
- UOSD Centro Demenze, Policlinico Tor Vergata, University of Rome "Tor Vergata", Rome, Italy
| | - Chiara G Bonomi
- UOSD Centro Demenze, Policlinico Tor Vergata, University of Rome "Tor Vergata", Rome, Italy
| | - Chiara Serafini
- UOSD Centro Demenze, Policlinico Tor Vergata, University of Rome "Tor Vergata", Rome, Italy
| | - Nicola B Mercuri
- Neurology Unit, Policlinico Tor Vergata, University of Rome "Tor Vergata", Rome, Italy
| | - Giacomo Koch
- Non Invasive Brain Stimulation Unit, IRCCS SantaLucia, Rome, Italy
- Department of Neuroscience and Rehabilitation, Human Physiology Unit, University of Ferrara, Ferrara, Italy
| | - Caterina Motta
- UOSD Centro Demenze, Policlinico Tor Vergata, University of Rome "Tor Vergata", Rome, Italy
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Rekova P, Dostalova G, Rob D, Vaneckova M, Pavlicova M, Linhart A, Kemlink D. Cerebrovascular Phenotype in Fabry Disease Patients Assessed by Ultrasound. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2023; 42:2315-2330. [PMID: 37209359 DOI: 10.1002/jum.16254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 04/01/2023] [Accepted: 04/25/2023] [Indexed: 05/22/2023]
Abstract
OBJECTIVES Fabry disease (FD) is a rare X-linked lysosomal storage disorder with variable phenotypes, including neurological symptoms. These can be influenced by vascular impairment. Extracranial and transcranial vascular sonography is an effective and noninvasive method for measuring arterial structures and blood flow. The study aims to investigate cerebrovascular phenotype characteristics in FD patients compared to controls using neurosonology. METHODS This is a single-center, cross-sectional study of 130 subjects-65 patients (38 females), with genetically confirmed FD, and 65 sex- and age-matched controls. Using ultrasonography, we measured structural and hemodynamic parameters, including distal common carotid artery intima-media thickness, inner vertebral artery diameter, resting blood flow velocity, pulsatility index, and cerebral vasoreactivity (CVR) in the middle cerebral artery. To assess differences between FD and controls and to identify factors influencing investigated outcomes, unadjusted and adjusted regression analyses were performed. RESULTS In comparison to sex- and age-matched controls, FD patients displayed significantly increased carotid artery intima-media thickness (observed FD 0.69 ± 0.13 mm versus controls 0.63 ± 0.12 mm; Padj = .0014), vertebral artery diameter (observed FD 3.59 ± 0.35 mm versus controls 3.38 ± 0.33 mm; Padj = .0002), middle cerebral artery pulsatility index (observed FD 0.98 ± 0.19 versus controls 0.87 ± 0.11; Padj < .0001), and significantly decreased CVR (observed FD 1.21 ± 0.49 versus controls 1.35 ± 0.38; Padj = .0409), when adjusted by age, BMI, and sex. Additionally, FD patients had significantly more variable CVR (0.48 ± 0.25 versus 0.21 ± 0.14; Padj < .0001). CONCLUSIONS Our results suggest the presence of multiple vascular abnormalities and changes in hemodynamic parameters of cerebral arteries in patients with FD.
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Affiliation(s)
- Petra Rekova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Gabriela Dostalova
- Second Department of Internal-Cardiovascular Medicine, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Daniel Rob
- Second Department of Internal-Cardiovascular Medicine, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Manuela Vaneckova
- Department of Radiology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Martina Pavlicova
- Department of Biostatistics, Mailman School of Public Health, Columbia University Irving Medical Center, New York, New York, USA
| | - Ales Linhart
- Second Department of Internal-Cardiovascular Medicine, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - David Kemlink
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
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Bonomi CG, Assogna M, Di Donna MG, Bernocchi F, De Lucia V, Nuccetelli M, Fiorelli D, Loizzo S, Mercuri NB, Koch G, Martorana A, Motta C. Cerebrospinal Fluid sTREM-2, GFAP, and β-S100 in Symptomatic Sporadic Alzheimer's Disease: Microglial, Astrocytic, and APOE Contributions Along the Alzheimer's Disease Continuum. J Alzheimers Dis 2023; 92:1385-1397. [PMID: 36911936 DOI: 10.3233/jad-221010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/09/2023]
Abstract
BACKGROUND Many transversal mechanisms act synergistically at different time-points in the cascade of Alzheimer's disease (AD), since amyloid-β (Aβ) deposition, tau pathology, and neuroinflammation influence each other. OBJECTIVE We explored the contributions of microglia and astrocytes in patients with symptomatic sporadic AD stratified according to AT(N) system and APOE genotype. METHODS We compared the cerebrospinal fluid (CSF) levels of sTREM-2 and markers of astrocytic activation (GFAP; β-S100) from 71 patients with AD (23 A+T-,48 A+T+; 38 APOEɛ3, 33 APOEɛ4) and 30 healthy controls (HC). With multivariate analyses we investigated associations between glial biomarkers, Aβ42, and p-tau in all subgroups. RESULTS CSF sTREM-2 was higher in A+T+ [1.437 (0.264)] and A+T- [1.355 (0.213)] than in HC [1.042 (0.198); both p < 0.001]; GFAP and β-S100 were comparable across groups. Considering all patients, sTREM-2 positively associated with Aβ 42 (p = 0.04) and p-tau (=0.016), with the first being present only in the A+T- subgroup (p = 0.023). GFAP positively associated with Aβ 42 in all patients (p = 0.020) and in the A+T+ subgroup (p = 0.04). Stratifying by APOE, a positive association of sTREM-2 and p-tau was confirmed selectively in carriers of ɛ4 (p = 0.018). Finally, sTREM-2 positively correlated with β-S100 in all subgroups, and with GFAP in A+T+ (p = 0.042). CONCLUSION Our results confirm the increase of CSF sTREM-2 in AD, which associates with reduced amyloidopathy in A+T- patients. Moreover, microglial activation seems to increase CSF tau levels in carriers of APOEɛ4, is associated with astrocytic reactivity (GFAP) in A+T+, and likely leads the acquisition of a more neurotoxic astrocytic phenotype (β-S100).
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Affiliation(s)
| | - Martina Assogna
- UOSD Centro Demenze, Policlinico Tor Vergata, University of Rome "Tor Vergata", Rome, Italy.,Non Invasive Brain Stimulation Unit, IRCCS Santa Lucia, Rome, Italy
| | - Martina Gaia Di Donna
- UOSD Centro Demenze, Policlinico Tor Vergata, University of Rome "Tor Vergata", Rome, Italy
| | - Francesca Bernocchi
- UOSD Centro Demenze, Policlinico Tor Vergata, University of Rome "Tor Vergata", Rome, Italy
| | - Vincenzo De Lucia
- UOSD Centro Demenze, Policlinico Tor Vergata, University of Rome "Tor Vergata", Rome, Italy
| | - Marzia Nuccetelli
- Department of Experimental Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Denise Fiorelli
- Department of Experimental Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Stefano Loizzo
- Department of Cardiovascular, Endocrine-Metabolic and Ageing-Associated Diseases, Istituto Superiore di Sanità, Rome, Italy
| | - Nicola Biagio Mercuri
- Neurology Unit, Policlinico Tor Vergata, University of Rome "Tor Vergata", Rome, Italy
| | - Giacomo Koch
- Non Invasive Brain Stimulation Unit, IRCCS Santa Lucia, Rome, Italy.,Human Physiology Unit, Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, Italy
| | - Alessandro Martorana
- UOSD Centro Demenze, Policlinico Tor Vergata, University of Rome "Tor Vergata", Rome, Italy
| | - Caterina Motta
- UOSD Centro Demenze, Policlinico Tor Vergata, University of Rome "Tor Vergata", Rome, Italy
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Saka E, Atay LO, Akdemir UO, Yetim E, Balci E, Arsava EM, Topcuoglu MA. Cerebral vasomotor reactivity across the continuum of subjective cognitive impairment, amnestic mild cognitive impairment and probable Alzheimer's dementia: A transcranial Doppler and PET/MRI study. J Cereb Blood Flow Metab 2023; 43:129-137. [PMID: 36314070 PMCID: PMC9875349 DOI: 10.1177/0271678x221124656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 07/28/2022] [Accepted: 07/31/2022] [Indexed: 12/12/2022]
Abstract
Cerebrovascular dysfunction has been suggested as a physiomarker of Alzheimer's disease (AD)-associated neuronal degeneration, but the underlying mechanisms are still debated. Herein cerebral vasomotor reactivity (VMR, breath-hold index: BHI), metabolic activity (lobar SUVs, FDG PET MRI), amyloid load (Centiloid score, Flutemetamol PET MRI), hemispheric cortical thickness, white matter lesion load and cerebral blood flow (ASL) were studied in 43 consecutive subjects (mean age: 64 years, female 13), diagnosed with subjective cognitive impairment (SCI, n = 10), amnestic mild cognitive impairment (aMCI, n = 15), and probable Alzheimer's dementia (AD, n = 18). BHI was significantly reduced in AD and aMCI patients compared to SCI subjects. A highly significant inverse correlation was found between BHI and the centiloid score (r = -0.648, p < 0.001). There was moderate positive correlation between BHI and frontal, temporal and parietal FDG SUV and ASL values, and a borderline negative correlation with age and white matter lesion volume. The link between amyloid burden and VMR was independent and strong in linear regression models where all these parameters were included (β from -0.580 to -0.476, p < 0.001). In conclusion, our study confirms the negative association of cerebral amyloid accumulation and vasomotor reactivity in Alzheimer's disease with the most direct data to date in humans.
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Affiliation(s)
- Esen Saka
- Faculty of Medicine, Department of Neurology, Hacettepe
University, Ankara, Turkey
| | - Lutfiye Ozlem Atay
- Faculty of Medicine, Department of Nuclear Medicine, Gazi
University, Ankara, Turkey
| | - Umit Ozgur Akdemir
- Faculty of Medicine, Department of Nuclear Medicine, Gazi
University, Ankara, Turkey
| | - Ezgi Yetim
- Faculty of Medicine, Department of Neurology, Hacettepe
University, Ankara, Turkey
| | - Erdem Balci
- Faculty of Medicine, Department of Nuclear Medicine, Gazi
University, Ankara, Turkey
| | - Ethem Murat Arsava
- Faculty of Medicine, Department of Neurology, Hacettepe
University, Ankara, Turkey
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Seong M, Oh Y, Park HJ, Choi WS, Kim JG. Use of Hypoxic Respiratory Challenge for Differentiating Alzheimer's Disease and Wild-Type Mice Non-Invasively: A Diffuse Optical Spectroscopy Study. BIOSENSORS 2022; 12:1019. [PMID: 36421136 PMCID: PMC9688818 DOI: 10.3390/bios12111019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 11/12/2022] [Accepted: 11/13/2022] [Indexed: 06/16/2023]
Abstract
Alzheimer's disease is one of the most critical brain diseases. The prevalence of the disease keeps rising due to increasing life spans. This study aims to examine the use of hemodynamic signals during hypoxic respiratory challenge for the differentiation of Alzheimer's disease (AD) and wild-type (WT) mice. Diffuse optical spectroscopy, an optical system that can non-invasively monitor transient changes in deoxygenated (ΔRHb) and oxygenated (ΔOHb) hemoglobin concentrations, was used to monitor hemodynamic reactivity during hypoxic respiratory challenges in an animal model. From the acquired signals, 13 hemodynamic features were extracted from each of ΔRHb and -ΔOHb (26 features total) for more in-depth analyses of the differences between AD and WT. The hemodynamic features were statistically analyzed and tested to explore the possibility of using machine learning (ML) to differentiate AD and WT. Among the twenty-six features, two features of ΔRHb and one feature of -ΔOHb showed statistically significant differences between AD and WT. Among ML techniques, a naive Bayes algorithm achieved the best accuracy of 84.3% when whole hemodynamic features were used for differentiation. While further works are required to improve the approach, the suggested approach has the potential to be an alternative method for the differentiation of AD and WT.
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Affiliation(s)
- Myeongsu Seong
- School of Information Science and Technology, Nantong University, Nantong 226019, China
- Research Center for Intelligent Information Technology, Nantong University, Nantong 226019, China
| | - Yoonho Oh
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology, Gwangju 61005, Republic of Korea
| | - Hyung Joon Park
- School of Biological Sciences and Technology, College of Natural Sciences, College of Medicine, Chonnam National University, Gwangju 61186, Republic of Korea
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Won-Seok Choi
- School of Biological Sciences and Technology, College of Natural Sciences, College of Medicine, Chonnam National University, Gwangju 61186, Republic of Korea
| | - Jae Gwan Kim
- Department of Biomedical Science and Engineering, Gwangju Institute of Science and Technology, Gwangju 61005, Republic of Korea
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Viticchi G, Silvestrini M. New insights into the pathophysiology of Alzeimer's disease. Eur J Neurol 2021; 28:2143-2144. [PMID: 33864404 DOI: 10.1111/ene.14869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 04/08/2021] [Indexed: 11/29/2022]
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