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Voevodskaya O, Sundgren PC, Strandberg O, Zetterberg H, Minthon L, Blennow K, Wahlund LO, Westman E, Hansson O. Myo-inositol changes precede amyloid pathology and relate to APOE genotype in Alzheimer disease. Neurology 2016; 86:1754-61. [PMID: 27164711 PMCID: PMC4862247 DOI: 10.1212/wnl.0000000000002672] [Citation(s) in RCA: 67] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2015] [Accepted: 01/14/2016] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE We aimed to test whether in vivo levels of magnetic resonance spectroscopy (MRS) metabolites myo-inositol (mI), N-acetylaspartate (NAA), and choline are abnormal already during preclinical Alzheimer disease (AD), relating these changes to amyloid or tau pathology, and functional connectivity. METHODS In this cross-sectional multicenter study (a subset of the prospective Swedish BioFINDER study), we included 4 groups, representing the different stages of predementia AD: (1) cognitively healthy elderly with normal CSF β-amyloid 42 (Aβ42), (2) cognitively healthy elderly with abnormal CSF Aβ42, (3) patients with subjective cognitive decline and abnormal CSF Aβ42, (4) patients with mild cognitive decline and abnormal CSF Aβ42 (Ntotal = 352). Spectroscopic markers measured in the posterior cingulate/precuneus were considered alongside known disease biomarkers: CSF Aβ42, phosphorylated tau, total tau, [(18)F]-flutemetamol PET, f-MRI, and the genetic risk factor APOE. RESULTS Amyloid-positive cognitively healthy participants showed a significant increase in mI/creatine and mI/NAA levels compared to amyloid-negative healthy elderly (p < 0.05). In amyloid-positive healthy elderly, mI/creatine and mI/NAA correlated with cortical retention of [(18)F] flutemetamol tracer ([Formula: see text] = 0.44, p = 0.02 and [Formula: see text] = 0.51, p = 0.01, respectively). Healthy elderly APOE ε4 carriers with normal CSF Aβ42 levels had significantly higher mI/creatine levels (p < 0.001) than ε4 noncarriers. Finally, elevated mI/creatine was associated with decreased functional connectivity within the default mode network (rpearson = -0.16, p = 0.02), independently of amyloid pathology. CONCLUSIONS mI levels are elevated already at asymptomatic stages of AD. Moreover, mI/creatine concentrations were increased in healthy APOE ε4 carriers with normal CSF Aβ42 levels, suggesting that mI levels may reveal regional brain consequences of APOE ε4 before detectable amyloid pathology.
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Affiliation(s)
- Olga Voevodskaya
- From Clinical Geriatrics (O.V., L.-O.W., E.W.), Department of Neurobiology, Care Sciences and Society, Karolinska Institute, Stockholm; Department of Diagnostic Radiology (P.C.S., O.S.), Lund University; Clinical Neurochemistry Laboratory (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; Memory Clinic (L.M., O.H.), Skåne University Hospital; and Clinical Memory Research Unit (L.M., O.H.), Department of Clinical Sciences, Malmö, Lund University, Sweden.
| | - Pia C Sundgren
- From Clinical Geriatrics (O.V., L.-O.W., E.W.), Department of Neurobiology, Care Sciences and Society, Karolinska Institute, Stockholm; Department of Diagnostic Radiology (P.C.S., O.S.), Lund University; Clinical Neurochemistry Laboratory (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; Memory Clinic (L.M., O.H.), Skåne University Hospital; and Clinical Memory Research Unit (L.M., O.H.), Department of Clinical Sciences, Malmö, Lund University, Sweden
| | - Olof Strandberg
- From Clinical Geriatrics (O.V., L.-O.W., E.W.), Department of Neurobiology, Care Sciences and Society, Karolinska Institute, Stockholm; Department of Diagnostic Radiology (P.C.S., O.S.), Lund University; Clinical Neurochemistry Laboratory (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; Memory Clinic (L.M., O.H.), Skåne University Hospital; and Clinical Memory Research Unit (L.M., O.H.), Department of Clinical Sciences, Malmö, Lund University, Sweden
| | - Henrik Zetterberg
- From Clinical Geriatrics (O.V., L.-O.W., E.W.), Department of Neurobiology, Care Sciences and Society, Karolinska Institute, Stockholm; Department of Diagnostic Radiology (P.C.S., O.S.), Lund University; Clinical Neurochemistry Laboratory (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; Memory Clinic (L.M., O.H.), Skåne University Hospital; and Clinical Memory Research Unit (L.M., O.H.), Department of Clinical Sciences, Malmö, Lund University, Sweden
| | - Lennart Minthon
- From Clinical Geriatrics (O.V., L.-O.W., E.W.), Department of Neurobiology, Care Sciences and Society, Karolinska Institute, Stockholm; Department of Diagnostic Radiology (P.C.S., O.S.), Lund University; Clinical Neurochemistry Laboratory (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; Memory Clinic (L.M., O.H.), Skåne University Hospital; and Clinical Memory Research Unit (L.M., O.H.), Department of Clinical Sciences, Malmö, Lund University, Sweden
| | - Kaj Blennow
- From Clinical Geriatrics (O.V., L.-O.W., E.W.), Department of Neurobiology, Care Sciences and Society, Karolinska Institute, Stockholm; Department of Diagnostic Radiology (P.C.S., O.S.), Lund University; Clinical Neurochemistry Laboratory (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; Memory Clinic (L.M., O.H.), Skåne University Hospital; and Clinical Memory Research Unit (L.M., O.H.), Department of Clinical Sciences, Malmö, Lund University, Sweden
| | - Lars-Olof Wahlund
- From Clinical Geriatrics (O.V., L.-O.W., E.W.), Department of Neurobiology, Care Sciences and Society, Karolinska Institute, Stockholm; Department of Diagnostic Radiology (P.C.S., O.S.), Lund University; Clinical Neurochemistry Laboratory (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; Memory Clinic (L.M., O.H.), Skåne University Hospital; and Clinical Memory Research Unit (L.M., O.H.), Department of Clinical Sciences, Malmö, Lund University, Sweden
| | - Eric Westman
- From Clinical Geriatrics (O.V., L.-O.W., E.W.), Department of Neurobiology, Care Sciences and Society, Karolinska Institute, Stockholm; Department of Diagnostic Radiology (P.C.S., O.S.), Lund University; Clinical Neurochemistry Laboratory (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; Memory Clinic (L.M., O.H.), Skåne University Hospital; and Clinical Memory Research Unit (L.M., O.H.), Department of Clinical Sciences, Malmö, Lund University, Sweden
| | - Oskar Hansson
- From Clinical Geriatrics (O.V., L.-O.W., E.W.), Department of Neurobiology, Care Sciences and Society, Karolinska Institute, Stockholm; Department of Diagnostic Radiology (P.C.S., O.S.), Lund University; Clinical Neurochemistry Laboratory (H.Z., K.B.), Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; UCL Institute of Neurology (H.Z.), Queen Square, London, UK; Memory Clinic (L.M., O.H.), Skåne University Hospital; and Clinical Memory Research Unit (L.M., O.H.), Department of Clinical Sciences, Malmö, Lund University, Sweden.
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Palmqvist S, Mattsson N, Hansson O. Cerebrospinal fluid analysis detects cerebral amyloid-β accumulation earlier than positron emission tomography. Brain 2016; 139:1226-36. [PMID: 26936941 PMCID: PMC4806222 DOI: 10.1093/brain/aww015] [Citation(s) in RCA: 290] [Impact Index Per Article: 32.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2015] [Accepted: 12/23/2015] [Indexed: 11/13/2022] Open
Abstract
Cerebral accumulation of amyloid-β is thought to be the starting mechanism in Alzheimer's disease. Amyloid-β can be detected by analysis of cerebrospinal fluid amyloid-β42 or amyloid positron emission tomography, but it is unknown if any of the methods can identify an abnormal amyloid accumulation prior to the other. Our aim was to determine whether cerebrospinal fluid amyloid-β42 change before amyloid PET during preclinical stages of Alzheimer's disease. We included 437 non-demented subjects from the prospective, longitudinal Alzheimer's Disease Neuroimaging Initiative (ADNI) study. All underwent (18)F-florbetapir positron emission tomography and cerebrospinal fluid amyloid-β42 analysis at baseline and at least one additional positron emission tomography after a mean follow-up of 2.1 years (range 1.1-4.4 years). Group classifications were based on normal and abnormal cerebrospinal fluid and positron emission tomography results at baseline. We found that cases with isolated abnormal cerebrospinal fluid amyloid-β and normal positron emission tomography at baseline accumulated amyloid with a mean rate of 1.2%/year, which was similar to the rate in cases with both abnormal cerebrospinal fluid and positron emission tomography (1.2%/year, P = 0.86). The mean accumulation rate of those with isolated abnormal cerebrospinal fluid was more than three times that of those with both normal cerebrospinal fluid and positron emission tomography (0.35%/year, P = 0.018). The group differences were similar when analysing yearly change in standardized uptake value ratio of florbetapir instead of percentage change. Those with both abnormal cerebrospinal fluid and positron emission tomography deteriorated more in memory and hippocampal volume compared with the other groups (P < 0.001), indicating that they were closer to Alzheimer's disease dementia. The results were replicated after adjustments of different factors and when using different cut-offs for amyloid-β abnormality including a positron emission tomography classification based on the florbetapir uptake in regions where the initial amyloid-β accumulation occurs in Alzheimer's disease. This is the first study to show that individuals who have abnormal cerebrospinal amyloid-β42 but normal amyloid-β positron emission tomography have an increased cortical amyloid-β accumulation rate similar to those with both abnormal cerebrospinal fluid and positron emission tomography and higher rate than subjects where both modalities are normal. The results indicate that cerebrospinal fluid amyloid-β42 becomes abnormal in the earliest stages of Alzheimer's disease, before amyloid positron emission tomography and before neurodegeneration starts.
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Affiliation(s)
- Sebastian Palmqvist
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Sweden Department of Neurology, Skåne University Hospital, Sweden
| | - Niklas Mattsson
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Sweden Memory Clinic, Skåne University Hospital, Sweden
| | - Oskar Hansson
- Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Sweden Memory Clinic, Skåne University Hospital, Sweden
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257
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Janelidze S, Zetterberg H, Mattsson N, Palmqvist S, Vanderstichele H, Lindberg O, van Westen D, Stomrud E, Minthon L, Blennow K, Hansson O. CSF Aβ42/Aβ40 and Aβ42/Aβ38 ratios: better diagnostic markers of Alzheimer disease. Ann Clin Transl Neurol 2016; 3:154-65. [PMID: 27042676 PMCID: PMC4774260 DOI: 10.1002/acn3.274] [Citation(s) in RCA: 326] [Impact Index Per Article: 36.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2015] [Revised: 11/13/2015] [Accepted: 11/16/2015] [Indexed: 12/20/2022] Open
Abstract
Objective The diagnostic accuracy of cerebrospinal fluid (CSF) biomarkers for Alzheimer's disease (AD) must be improved before widespread clinical use. This study aimed to determine whether CSF Aβ42/Aβ40 and Aβ42/Aβ38 ratios are better diagnostic biomarkers of AD during both predementia and dementia stages in comparison to CSF Aβ42 alone. Methods The study comprised three different cohorts (n = 1182) in whom CSF levels of Aβ42, Aβ40, and Aβ38 were assessed. CSF Aβs were quantified using three different immunoassays (Euroimmun, Meso Scale Discovery, Quanterix). As reference standard, we used either amyloid (18F‐flutemetamol) positron emission tomography (PET) imaging (n = 215) or clinical diagnosis (n = 967) of well‐characterized patients. Results When using three different immunoassays in cases with subjective cognitive decline and mild cognitive impairment, the CSF Aβ42/Aβ40 and Aβ42/Aβ38 ratios were significantly better predictors of abnormal amyloid PET than CSF Aβ42. Lower Aβ42, Aβ42/Aβ40, and Aβ42/Aβ38 ratios, but not Aβ40 and Aβ38, correlated with smaller hippocampal volumes measured by magnetic resonance imaging. However, lower Aβ38, Aβ40, and Aβ42, but not the ratios, correlated with non‐AD‐specific subcortical changes, that is, larger lateral ventricles and white matter lesions. Further, the Aβ42/Aβ40 and Aβ42/Aβ38 ratios showed increased accuracy compared to Aβ42 when distinguishing AD from dementia with Lewy bodies or Parkinson's disease dementia and subcortical vascular dementia, where all Aβs (including Aβ42) were decreased. Interpretation The CSF Aβ42/Aβ40 and Aβ42/Aβ38 ratios are significantly better than CSF Aβ42 to detect brain amyloid deposition in prodromal AD and to differentiate AD dementia from non‐AD dementias. The ratios reflect AD‐type pathology better, whereas decline in CSF Aβ42 is also associated with non‐AD subcortical pathologies. These findings strongly suggest that the ratios rather than CSF Aβ42 should be used in the clinical work‐up of AD.
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Affiliation(s)
- Shorena Janelidze
- Clinical Memory Research Unit Department of Clinical Sciences, Malmö Lund University Lund Sweden
| | - Henrik Zetterberg
- Clinical Neurochemistry Laboratory Institute of Neuroscience and Physiology Sahlgrenska Academy at the University of Gothenburg Mölndal Sweden; Department of Molecular Neuroscience UCL Institute of Neurology Queen Square London United Kingdom
| | - Niklas Mattsson
- Clinical Memory Research Unit Department of Clinical Sciences, Malmö Lund University Lund Sweden; Memory Clinic Skåne University Hospital Malmö Sweden
| | - Sebastian Palmqvist
- Clinical Memory Research Unit Department of Clinical Sciences, Malmö Lund University Lund Sweden; Department of Neurology Skåne University Hospital Malmö Sweden
| | | | - Olof Lindberg
- Clinical Memory Research Unit Department of Clinical Sciences, Malmö Lund University Lund Sweden
| | - Danielle van Westen
- Department of Clinical Sciences Diagnostic Radiology Lund University Lund Sweden; Imaging and Function Skåne University Health Care Lund Sweden
| | - Erik Stomrud
- Clinical Memory Research Unit Department of Clinical Sciences, Malmö Lund University Lund Sweden; Memory Clinic Skåne University Hospital Malmö Sweden
| | - Lennart Minthon
- Clinical Memory Research Unit Department of Clinical Sciences, Malmö Lund University Lund Sweden; Memory Clinic Skåne University Hospital Malmö Sweden
| | - Kaj Blennow
- Clinical Neurochemistry Laboratory Institute of Neuroscience and Physiology Sahlgrenska Academy at the University of Gothenburg Mölndal Sweden
| | | | - Oskar Hansson
- Clinical Memory Research Unit Department of Clinical Sciences, Malmö Lund University Lund Sweden; Memory Clinic Skåne University Hospital Malmö Sweden
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