ArticleJournal of Alzheimer's disease : JAD2022
Quantitative Gradient Echo MRI Identifies Dark Matter as a New Imaging Biomarker of Neurodegeneration that Precedes Tisssue Atrophy in Early Alzheimer's Disease.
Article in Journal of Alzheimer's disease : JAD, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06252844 (The Impact of 6-months of Resistance Training on Intrinsic Capacity, Cognition, and Brain/Circulating Biomarkers of Neuroplasticity and Neuroinflammation in Older Adults With Mild Cognitive Impairment), which is not on this map. Cited by 15 papers.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
The Impact of 6-months of Resistance Training on Intrinsic Capacity, Cognition, and Brain/Circulating Biomarkers of Neuroplasticity and Neuroinflammation in Older Adults With Mild Cognitive Impairment: a Randomized Controlled Trial.
Who cites it
15 citing papers in PubMed, 11 citations in OpenAlex.
- DeepRelaxo: Fast Mono-Exponential Magnitude Brain R2* Mapping With Reduced Echoes Using Self-Supervised Deep Learning.Magnetic resonance in medicine · 2026Article
- AI-Powered Gradient Echo Plural Contrast Imaging (AI-GEPCI)-A Comprehensive Neurological Protocol From a Single MRI Scan.Journal of magnetic resonance imaging : JMRI · 2026Article
- Recent advances in Alzheimer's disease: From molecular mechanisms to therapeutic strategies.Cell · 2026Review
- Applying ensemble machine learning techniques to MRI scans to predict Alzheimer's disease.Scientific reports · 2026Article
- AI-powered Gradient Echo Plural Contrast Imaging (AI-GEPCI) - a Comprehensive Multiparametric Neurological Protocol from a Single MRI Scan.medRxiv : the preprint server for health sciences · 2026Article
- Brain Volume Alterations and Cognitive Functions in Patients with Common Variable Immunodeficiency: Evaluating the Impact of Autoimmunity.Journal of clinical medicine · 2026Article
- Evaluation of Hemodynamic and Blood Oxygen Metabolism Alterations in Parkinson's Disease Using Quantitative MRI.Current neuropharmacology · 2026Article
- Unraveling the major role of vascular (R2') contributions to R2* signal relaxation at ultra-high-field MRI: A comprehensive analysis with quantitative gradient recalled echo in mouse brain.Magnetic resonance in medicine · 2025Article
- CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping.Journal of mathematical imaging and vision · 2025Article
- Increased periventricular thalamic damage gradient in multiple sclerosis detected by quantitative gradient echo MRI.Multiple sclerosis and related disorders · 2024Article
- Quantitative gradient recalled echo (qGRE) MRI enables in vivo measurement of pre-atrophic neurodegeneration in a mouse model of Alzheimer's disease.NeuroImage · 2024Article
- Alzheimer's disease: from early pathogenesis to novel therapeutic approaches.Metabolic brain disease · 2024Review
- Early-life stress and amyloidosis in mice share pathogenic pathways involving synaptic mitochondria and lipid metabolism.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024Article
- Diagnostic accuracy study of automated stratification of Alzheimer's disease and mild cognitive impairment via deep learning based on MRI.Annals of translational medicine · 2022Article
- Novel insights into early Alzheimer's disease: quantitative gradient recalled echo MRI reveals preatrophic neuronal and myelin injury concurrent with emerging amyloid pathology.Alzheimer's & dementia (Amsterdam, Netherlands)Article
Corrections and comments
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Authors and funding
10 authors at 1 institution in 1 country.
Funding
Abstract
backgroundCurrently, brain tissue atrophy serves as an in vivo MRI biomarker of neurodegeneration in Alzheimer's disease (AD). However, postmortem histopathological studies show that neuronal loss in AD exceeds volumetric loss of tissue and that loss of memory in AD begins when neurons and synapses are lost. Therefore, in vivo detection of neuronal loss prior to detectable atrophy in MRI is essential for early AD diagnosis.
objectiveTo apply a recently developed quantitative Gradient Recalled Echo (qGRE) MRI technique for in vivo evaluation of neuronal loss in human hippocampus.
methodsSeventy participants were recruited from the Knight Alzheimer Disease Research Center, representing three groups: Healthy controls [Clinical Dementia Rating® (CDR®) = 0, amyloid β (Aβ)-negative, n = 34]; Preclinical AD (CDR = 0, Aβ-positive, n = 19); and mild AD (CDR = 0.5 or 1, Aβ-positive, n = 17).
resultsIn hippocampal tissue, qGRE identified two types of regions: one, practically devoid of neurons, we designate as "Dark Matter", and the other, with relatively preserved neurons, "Viable Tissue". Data showed a greater loss of neurons than defined by atrophy in the mild AD group compared with the healthy control group; neuronal loss ranged between 31% and 43%, while volume loss ranged only between 10% and 19%. The concept of Dark Matter was confirmed with histopathological study of one participant who underwent in vivo qGRE 14 months prior to expiration.
conclusionIn vivo qGRE method identifies neuronal loss that is associated with impaired AD-related cognition but is not recognized by MRI measurements of tissue atrophy, therefore providing new biomarkers for early AD detection.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.