ArticleAlzheimer's & dementia : the journal of the Alzheimer's Association2021
MarkVCID cerebral small vessel consortium: II. Neuroimaging protocols.
Article in Alzheimer's & dementia : the journal of the Alzheimer's Association, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 63 papers, 2 of them syntheses that pooled it.
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Who cites it
63 citing papers in PubMed, 2 syntheses or guidelines pooled it, 79 citations in OpenAlex.
- Diagnosing neurodegenerative disorders using retina as an external window: A systematic review of OCT-MRI correlations.Journal of Alzheimer's disease : JAD · 2025Pooled it
- Intestinal Flora Balance Therapy Based on Probiotic Support Improves Cognitive Function and Symptoms in Patients with Alzheimer's Disease: A Systematic Review and Meta-analysis.BioMed research international · 2022Pooled it
- Cerebral oxygen extraction fraction as a physiological biomarker in vascular cognitive impairment: A study in older adults enriched for small vessel diseases.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Article
- Early identification of vascular cognitive impairment from a multimodal perspective: a combined diagnosis from targeted cognitive assessments, imaging biomarkers, and molecular fluid biomarkers to ecological behavioral characteristics.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Review
- A collaborative framework for uncovering molecular and cellular drivers of VCID: Foundations for future interventions in dementia.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Review
- Beyond amyloid: Contributions of neuroinflammation, cerebrovascular disease, and neurodegeneration to memory impairment in the oldest-old, the LifeAfter90 Study.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Development and validation of a harmonized memory score for multicenter Alzheimer's disease and related dementia research.Alzheimer's research & therapy · 2026Article
- Operationalizing diffusion magnetic resonance imaging positivity for detection of vascular contributions to impairment and dementia.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Association Between Gas-Free Cerebrovascular Reactivity (CVR) and Cognitive Function in Older Adults With a High Risk for Vascular Dementia.Journal of magnetic resonance imaging : JMRI · 2026Article
- Neuroimaging Biomarkers of Disease Progression and Cognitive Change in Patients With Retinal Vasculopathy With Cerebral Leukoencephalopathy.Neurology · 2026Article
- MarkVCID2 Consortium for Clinical Validation of Biomarkers of Cerebral Small Vessel Disease: Validation Framework and Baseline Characteristics.Annals of neurology · 2026Article
- Recognizing, managing, and preventing cognitive sequelae after stroke. A narrative review.Cerebral circulation - cognition and behavior · 2026Review
- Explanatory limitations of CSF, plasma, and MRI biomarkers for inflammation and blood-brain barrier disruption in dementia.Frontiers in aging · 2026Article
- Mapping the Association of Cerebral Small Vessel Disease, Gray Matter Integrity, and Cognitive Function.Neurology · 2025Article
- Celebrating 40 years of the University of Kentucky Alzheimer's Disease Research Center.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025Article
- WMH Contributions to Cognitive Impairment: Rationale and Design of the Diverse VCID Study.Stroke · 2025Review
- Extended Technical and Clinical Validation of Deep Learning-Based Brainstem Segmentation for Application in Neurodegenerative Diseases.Human brain mapping · 2025Article
- Healthy dietary intake diminishes the effect of cerebral small vessel disease on cognitive performance in older adults.Frontiers in neurology · 2025Article
- Technical and clinical validation of a novel deep learning-based white matter hyperintensity segmentation tool.Cerebral circulation - cognition and behavior · 2025Article
3 more citing papers are in PubMed but not listed here.
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Authors and funding
20 authors at 12 institutions in 2 countries.
Funding
Abstract
The MarkVCID consortium was formed under cooperative agreements with the National Institute of Neurologic Diseases and Stroke (NINDS) and National Institute on Aging (NIA) in 2016 with the goals of developing and validating biomarkers for the cerebral small vessel diseases associated with the vascular contributions to cognitive impairment and dementia (VCID). Rigorously validated biomarkers have consistently been identified as crucial for multicenter studies to identify effective strategies to prevent and treat VCID, specifically to detect increased VCID risk, diagnose the presence of small vessel disease and its subtypes, assess prognosis for disease progression or response to treatment, demonstrate target engagement or mechanism of action for candidate interventions, and monitor disease progression during treatment. The seven project sites and central coordinating center comprising MarkVCID, working with NINDS and NIA, identified a panel of 11 candidate fluid- and neuroimaging-based biomarker kits and established harmonized multicenter study protocols (see companion paper "MarkVCID cerebral small vessel consortium: I. Enrollment, clinical, fluid protocols" for full details). Here we describe the MarkVCID neuroimaging protocols with specific focus on validating their application to future multicenter trials. MarkVCID procedures for participant enrollment; clinical and cognitive evaluation; and collection, handling, and instrumental validation of fluid samples are described in detail in a companion paper. Magnetic resonance imaging (MRI) has long served as the neuroimaging modality of choice for cerebral small vessel disease and VCID because of its sensitivity to a wide range of brain properties, including small structural lesions, connectivity, and cerebrovascular physiology. Despite MRI's widespread use in the VCID field, there have been relatively scant data validating the repeatability and reproducibility of MRI-based biomarkers across raters, scanner types, and time intervals (collectively defined as instrumental validity). The MRI protocols described here address the core MRI sequences for assessing cerebral small vessel disease in future research studies, specific sequence parameters for use across various research scanner types, and rigorous procedures for determining instrumental validity. Another candidate neuroimaging modality considered by MarkVCID is optical coherence tomography angiography (OCTA), a non-invasive technique for directly visualizing retinal capillaries as a marker of the cerebral capillaries. OCTA has theoretical promise as a unique opportunity to visualize small vessels derived from the cerebral circulation, but at a considerably earlier stage of development than MRI. The additional OCTA protocols described here address procedures for determining OCTA instrumental validity, evaluating sources of variability such as pupil dilation, and handling data to maintain participant privacy. MRI protocol and instrumental validation The core sequences selected for the MarkVCID MRI protocol are three-dimensional T1-weighted multi-echo magnetization-prepared rapid-acquisition-of-gradient-echo (ME-MPRAGE), three-dimensional T2-weighted fast spin echo fluid-attenuated-inversion-recovery (FLAIR), two-dimensional diffusion-weighted spin-echo echo-planar imaging (DWI), three-dimensional T2*-weighted multi-echo gradient echo (3D-GRE), three-dimensional T
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