Cerebrospinal fluid β-amyloid42 and neurofilament light relate to white matter hyperintensities
Open accessAbstract
White matter hyperintensities (WMHs) are associated with poorer brain health, but their pathophysiological substrates remain elusive. To better understand the mechanistic underpinnings of WMHs among older adults, this study examined in vivo cerebrospinal fluid biomarkers of β-amyloid 42 deposition (Aβ 42), hyperphosphorylated tau pathology, neurodegeneration (total tau), and axonal injury (neurofilament light [NFL]) in relation to log-transformed WMHs volume. Participants free of clinical stroke and dementia were drawn from the Vanderbilt Memory & Aging Project (n = 148, 72 ± 6 years). Linear regression models adjusted for age, sex, race/ethnicity, education, intracranial volume, modified Framingham Stroke Risk Profile (excluding points assigned for age), cognitive diagnosis, and APOE-ε4 carrier status. Aβ 42 (β = -0.001, p = 0.007) and NFL (β = 0.0003, p = 0.01) concentrations related to WMHs but neither hyperphosphorylated tau nor total tau associations with WMHs reached statistical significance (p-values > 0.21). In a combined model, NFL accounted for 3.2% of unique variance in WMHs and Aβ 42 accounted for an additional 4.3% beyond NFL, providing novel evidence of the co-occurrence of at least 2 distinct pathways for WMHs among older adults, including amyloid deposition and axonal injury.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Existing evidence from human studies strongly supports the relationship between raised NFL levels and WM microstructure damage.
“Existing evidence from human studies strongly support the relationship between raised NFL levels and WM microstructure damage (Moore et al., 2018, Osborn et al., 2018).”
From Disrupted structural connectivity in ArcAβ mouse model of Aβ amyloidosis (2020) · cites this paper as Osborn et al., 2018
The Discussion (page unavailable) reports that higher CSF NFL was associated with greater white matter hyperintensities in older adults. This supports a relationship with white matter injury, but the study measured FLAIR-assessed hyperintensities, not white matter microstructure directly, and describes its cross-sectional findings as initial evidence rather than strong support. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
The citation lists haven’t been fetched yet
References 52 · Cited by 51
Research works printed but not linked: 39
- Aisen PS Petersen RC Donohue MC Gamst A Raman R Thomas RG Walter S Trojanowski JQ Shaw LM Beckett LA Jack CR Jr Jagust W Toga AW Saykin AJ Morris JC Green RC Weiner MW Alzheimer’s Disease Neuroimaging Initiative 2010 Clinical core of the Alzheimer’s Disease Neuroimaging Initiative: Progress and plans Alzheimers Dement 6 3 239 246 20451872 PMC2867843
- Albert MS DeKosky ST Dickson D Dubois B Feldman HH Fox NC Gamst A Holtzman DM Jagust WJ Petersen RC Snyder PJ Carrillo MC Thies B Phelps CH 2011 The diagnosis of mild cognitive impairment due to Alzheimer’s disease: Recommendations from the National Institute on Aging-Alzheimer’s Association workgroups on diagnostic guidelines for Alzheimer’s disease Alzheimers Dement 7 3 270 279 21514249 PMC3312027
- Bacioglu M Maia LF Preische O Schelle J Apel A Kaeser SA Schweighauser M Eninger T Lambert M Pilotto A Shimshek DR Neumann U Kahle PJ Staufenbiel M Neumann M Maetzler W Kuhle J Jucker M 2016 Neurofilament light chain in blood and CSF as marker of disease progression in mouse models and in neurodegenerative diseases Neuron 91 2 494 496 27477021
- Benedictus MR van Harten AC Leeuwis AE Koene T Scheltens P Barkhof F Prins ND van der Flier WM 2015 White Matter Hyperintensities Relate to Clinical Progression in Subjective Cognitive Decline Stroke 46 9 2661 2664 26173729
- Bjerke M Jonsson M Nordlund A Eckerstrom C Blennow K Zetterberg H Pantoni L Inzitari D Schmidt R Wallin A 2014 Cerebrovascular Biomarker Profile Is Related to White Matter Disease and Ventricular Dilation in a LADIS Substudy Dementia and geriatric cognitive disorders extra 4 3 385 394 25493088 PMC4255994
- Black S Gao F Bilbao J 2009 Understanding white matter disease: imaging-pathological correlations in vascular cognitive impairment Stroke 40 3 Suppl S48 52 19064767
- Borenstein AR Wu Y Mortimer JA Schellenberg GD McCormick WC Bowen JD McCurry S Larson EB 2005 Developmental and vascular risk factors for Alzheimer’s disease Neurobiology of Aging 26 3 325 334 15639310
- Cohen OS Chapman J Korczyn AD Warman-Alaluf N Nitsan Z Appel S Kahana E Rosenmann H 2015 CSF tau correlates with CJD disease severity and cognitive decline Acta neurologica Scandinavica 26014384
- D’Agostino RB Wolf PA Belanger AJ Kannel WB 1994 Stroke risk profile: Adjustment for antihypertensive medication The Framingham Study Stroke 25 1 40 43 8266381
- De Vos A Bjerke M Brouns R De Roeck N Jacobs D Van den Abbeele L Guldolf K Zetterberg H Blennow K Engelborghs S Vanmechelen E 2017 Neurogranin and tau in cerebrospinal fluid and plasma of patients with acute ischemic stroke BMC neurology 17 1 170 28854881 PMC5577791
- Debette S Beiser A DeCarli C Au R Himali JJ Kelly-Hayes M Romero JR Kase CS Wolf PA Seshadri S 2010 Association of MRI markers of vascular brain injury with incident stroke, mild cognitive impairment, dementia, and mortality: the Framingham Offspring Study Stroke 41 4 600 606 20167919 PMC2847685
- Fazekas F Niederkorn K Schmidt R Offenbacher H Horner S Bertha G Lechner H 1988 White matter signal abnormalities in normal individuals: correlation with carotid ultrasonography, cerebral blood flow measurements, and cerebrovascular risk factors Stroke 19 10 1285 1288 3051534
- Garde E Mortensen EL Krabbe K Rostrup E Larsson HB 2000 Relation between age-related decline in intelligence and cerebral white-matter hyperintensities in healthy octogenarians: a longitudinal study Lancet 356 9230 628 634 10968435
- Gold BT Zhu Z Brown CA Andersen AH LaDu MJ Tai L Jicha GA Kryscio RJ Estus S Nelson PT Scheff SW Abner E Schmitt FA Van Eldik LJ Smith CD 2014 White matter integrity is associated with cerebrospinal fluid markers of Alzheimer’s disease in normal adults Neurobiol Aging 35 10 2263 2271 24866404 PMC4087077
- Gouw AA Seewann A van der Flier WM Barkhof F Rozemuller AM Scheltens P Geurts JJ 2011 Heterogeneity of small vessel disease: a systematic review of MRI and histopathology correlations Journal of Neurology, Neurosurgery, and Psychiatry 82 2 126 135 20935330
- Grimmer T Faust M Auer F Alexopoulos P Forstl H Henriksen G Perneczky R Sorg C Yousefi BH Drzezga A Kurz A 2012 White matter hyperintensities predict amyloid increase in Alzheimer’s disease Neurobiol Aging 33 12 2766 2773 22410648
- Guzman VA Carmichael OT Schwarz C Tosto G Zimmerman ME Brickman AM 2013 White matter hyperintensities and amyloid are independently associated with entorhinal cortex volume among individuals with mild cognitive impairment Alzheimers Dement 9 5 Suppl S124 131 23375566 PMC3663926
- Hertze J Palmqvist S Minthon L Hansson O 2013 Tau pathology and parietal white matter lesions have independent but synergistic effects on early development of Alzheimer’s disease Dementia and geriatric cognitive disorders extra 3 1 113 122 23687506 PMC3656673
- Iliff JJ Wang M Liao Y Plogg BA Peng W Gundersen GA Benveniste H Vates GE Deane R Goldman SA Nagelhus EA Nedergaard M 2012 A paravascular pathway facilitates CSF flow through the brain parenchyma and the clearance of interstitial solutes, including amyloid beta Sci Transl Med 4 147 147ra111 PMC3551275 22896675
- Jefferson AL 2014 Vascular risk factors and midlife cognition: rethinking the exposure window Circulation 129 15 1548 1550 24687776 PMC4618666
- Jefferson AL Gifford KA Acosta LM Bell SP Donahue MJ Taylor Davis L Gottlieb J Gupta DK Hohman TJ Lane EM Libon DJ Mendes LA Niswender K Pechman KR Rane S Ruberg FL Ru Su Y Zetterberg H Liu D 2016 The Vanderbilt Memory & Aging Project: Study design and baseline cohort overview J Alzheimers Dis 52 2 539 559 26967211 PMC4866875
- Jonsson M Zetterberg H van Straaten E Lind K Syversen S Edman A Blennow K Rosengren L Pantoni L Inzitari D Wallin A 2010 Cerebrospinal fluid biomarkers of white matter lesions - cross-sectional results from the LADIS study European journal of neurology 17 3 377 382 19845747
- Kandel BM Avants BB Gee JC McMillan CT Erus G Doshi J Davatzikos C Wolk DA 2016 White matter hyperintensities are more highly associated with preclinical Alzheimer’s disease than imaging and cognitive markers of neurodegeneration Alzheimer’s & dementia (Amsterdam, Netherlands) 4 18 27 PMC4950175 27489875
- Lazarus R Prettyman R Cherryman G 2005 White matter lesions on magnetic resonance imaging and their relationship with vascular risk factors in memory clinic attenders International Journal of Geriatric Psychiatry 20 3 274 279 15717341
- Marnane M Al-Jawadi OO Mortazavi S Pogorzelec KJ Wang BW Feldman HH Hsiung GY 2016 Periventricular hyperintensities are associated with elevated cerebral amyloid Neurology 86 6 535 543 26747881 PMC4753726
- Mawuenyega KG Sigurdson W Ovod V Munsell L Kasten T Morris JC Yarasheski KE Bateman RJ 2010 Decreased clearance of CNS beta-amyloid in Alzheimer’s disease Science 330 6012 1774 21148344 PMC3073454
- Molad J Kliper E Korczyn AD Ben Assayag E Ben Bashat D Shenhar-Tsarfaty S Aizenstein O Shopin L Bornstein NM Auriel E 2017 Only White Matter Hyperintensities Predicts Post-Stroke Cognitive Performances Among Cerebral Small Vessel Disease Markers: Results from the TABASCO Study J Alzheimers Dis 56 4 1293 1299 28157096
- Olsson B Lautner R Andreasson U Ohrfelt A Portelius E Bjerke M Holtta M Rosen C Olsson C Strobel G Wu E Dakin K Petzold M Blennow K Zetterberg H 2016 CSF and blood biomarkers for the diagnosis of Alzheimer’s disease: a systematic review and meta-analysis Lancet Neurol 15 7 673 684 27068280
- Potter R Patterson BW Elbert DL Ovod V Kasten T Sigurdson W Mawuenyega K Blazey T Goate A Chott R Yarasheski KE Holtzman DM Morris JC Benzinger TL Bateman RJ 2013 Increased in vivo amyloid-beta42 production, exchange, and loss in presenilin mutation carriers Sci Transl Med 5 189 189ra177 PMC3838868 23761040
- Provenzano FA Muraskin J Tosto G Narkhede A Wasserman BT Griffith EY Guzman VA Meier IB Zimmerman ME Brickman AM 2013 White matter hyperintensities and cerebral amyloidosis: necessary and sufficient for clinical expression of Alzheimer disease? JAMA neurology 70 4 455 461 23420027 PMC4124641
- Pruessmann KP Weiger M Scheidegger MB Boesiger P 1999 SENSE: sensitivity encoding for fast MRI Magnetic resonance in medicine 42 5 952 962 10542355
- Schmidt P Gaser C Arsic M Buck D Forschler A Berthele A Hoshi M Ilg R Schmid VJ Zimmer C Hemmer B Muhlau M 2012 An automated tool for detection of FLAIR-hyperintense white-matter lesions in Multiple Sclerosis NeuroImage 59 4 3774 3783 22119648
- Schraen-Maschke S 2008 Tau as a biomarker of neurodegenerative diseases 2 4 363 384 PMC2993973 20477391
- Skillback T Farahmand B Bartlett JW Rosen C Mattsson N Nagga K Kilander L Religa D Wimo A Winblad B Rosengren L Schott JM Blennow K Eriksdotter M Zetterberg H 2014 CSF neurofilament light differs in neurodegenerative diseases and predicts severity and survival Neurology 83 21 1945 1953 25339208
- Tosto G Zimmerman ME Hamilton JL Carmichael OT Brickman AM 2015 The effect of white matter hyperintensities on neurodegeneration in mild cognitive impairment Alzheimers Dement 11 12 1510 1519 26079417 PMC4677059
- Wardlaw JM Smith EE Biessels GJ Cordonnier C Fazekas F Frayne R Lindley RI O’Brien JT Barkhof F Benavente OR Black SE Brayne C Breteler M Chabriat H Decarli C de Leeuw FE Doubal F Duering M Fox NC Greenberg S Hachinski V Kilimann I Mok V Oostenbrugge R Pantoni L Speck O Stephan BC Teipel S Viswanathan A Werring D Chen C Smith C van Buchem M Norrving B Gorelick PB Dichgans M 2013 Neuroimaging standards for research into small vessel disease and its contribution to ageing and neurodegeneration Lancet Neurol 12 8 822 838 23867200 PMC3714437
- Weller RO Hawkes CA Kalaria RN Werring DJ Carare RO 2015 White matter changes in dementia: role of impaired drainage of interstitial fluid Brain Pathol 25 1 63 78 25521178 PMC8028907
- Ylikoski A Erkinjuntti T Raininko R Sarna S Sulkava R Tilvis R 1995 White matter hyperintensities on MRI in the neurologically nondiseased elderly. Analysis of cohorts of consecutive subjects aged 55 to 85 years living at home Stroke 26 7 1171 1177 7604409
- Zekonyte J Sakai K Nicoll JA Weller RO Carare RO 2016 Quantification of molecular interactions between ApoE, amyloid-beta (Abeta) and laminin: Relevance to accumulation of Abeta in Alzheimer’s disease Biochim Biophys Acta 1862 5 1047 1053 26327683
- Authors
- Osborn, K. E., Liu, D., Samuels, L. R., Moore, E. E., Cambronero, F. E., Acosta, L. M. Y., Bell, S. P., Babicz, M. A., Gordon, E. A., Pechman, K. R., Davis, L. T., Gifford, K. A., Hohman, T. J., Blennow, K., Zetterberg, H., & Jefferson, A. L.
- Affiliations
- Vanderbilt University Medical Center (US)
- University of Gothenburg (SE)
- Corresponding author
- Jefferson, Angela L.
- ORCID
- Venue
- Neurobiology of Aging
- Publisher
- Elsevier BV
- Published
- 2018-08
- Volume
- 68
- Pages
- 18-25
- ISSN
- 0197-4580 (ISSN-L)
- PMC
- PMC6085839
- OpenAlex
- W2795444854
- Cited by
- 51
- References
- 52
- Citations by year
- 2026: 3 · 2025: 5 · 2024: 6 · 2023: 5 · 2022: 6 · 2021: 4 · 2020: 8 · 2019: 9 · 2018: 4
- FWCI
- 4.24
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Neurobiology of Aging (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- UCL Discovery (University College London) (submittedVersion)
- Funders
- Vanderbilt University
- National Institutes of Health (1s10od023680-01, UL1TR000445, UL1TR002243)
- National Institute on Aging (R01AG056534, K24AG046373, K23AG030962, K23AG045966, K23AG048347, K01AG049164, F32AG058395, R01AG034962)
- National Institute of Mental Health (T32MH064913)
- National Institute of General Medical Sciences (T32GM007347, R25GM062459)
- National Institute of Neurological Disorders and Stroke (R01NS100980)
- National Center for Advancing Translational Sciences
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (U54HD083211, K12HD043483)
- Topics
- Health Sciences › Medicine › Neurology › Cerebrovascular and genetic disorders
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Health Sciences › Medicine › Neurology › Intracerebral and Subarachnoid Hemorrhage Research
- Keywords
- white matter hyperintensities, cerebrospinal fluid biomarkers, neurofilament light chain, axonal injury, hyperphosphorylated tau, total tau, neurodegeneration, amyloid deposition, older adults, Alzheimer's disease
- MeSH terms
- Aged, Aged, 80 and over, Female, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Peptide Fragments, Biomarkers, Amyloid beta-Peptides, Neurofilament Proteins, White Matter
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review