ReviewNature reviews. Neurology2018
Blood-based biomarkers for Alzheimer disease: mapping the road to the clinic.
Review in Nature reviews. Neurology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05020626 (Modelling Tau Deposition and Distribution From Diffusion Tensor Imaging With Generative Adversarial Network for Alzheimer's Disease Diagnosis), which is not on this map. Cited by 397 papers, 5 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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.
Modelling Tau Deposition and Distribution From Diffusion Tensor Imaging With Generative Adversarial Network for Alzheimer's Disease Diagnosis
Who cites it
397 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Blood-based biomarkers for early diagnosis of Alzheimer's disease: a current systematic review of diagnostic accuracy studies.BMC neurology · 2026Pooled it
- Microbiota-derived metabolite signatures in Alzheimer's disease across the cognitive aging continuum: a human-focused systematic review and evidence-weighted knowledge graph.Frontiers in microbiology · 2026Pooled it
- Mass Spectrometry as a Quantitative Proteomic Analysis Tool for the Search for Temporal Lobe Epilepsy Biomarkers: A Systematic Review.International journal of molecular sciences · 2023Pooled it
- Cerebrospinal Fluid Biomarkers for Diagnosis and the Prognostication of Acute Ischemic Stroke: A Systematic Review.International journal of molecular sciences · 2023Pooled it
- A population-based meta-analysis of circulating GFAP for cognition and dementia risk.Annals of clinical and translational neurology · 2022Pooled it
- Short-chain fatty acid-producing commensals: Key modulators of AD neuroinflammation via the microbiota-gut-brain axis.Current research in microbial sciences · 2026Review
- Novel cell markers with altered expression in brain aging and Alzheimer's disease: A review.IBRO neuroscience reports · 2026Article
- Diabetes-Associated Cognitive Dysfunction: Pathophysiology, Molecular Mechanisms, and Emerging Therapeutic Strategies.ACS pharmacology & translational science · 2026Review
- A roadmap towards clinical use of molecular biomarkers in acute ischaemic stroke.Nature reviews. Neurology · 2026Review
- C-reactive protein-triglyceride-glucose index and incident mild cognitive impairment among patients with cardiovascular-kidney-metabolic syndrome: a dual-cohort prediction and double machine learning analysis.Journal of endocrinological investigation · 2026Article
- Exosomes in Alzheimer's Disease: From Pathological Mechanisms to Biomarker Potential and Therapeutic Applications.Molecular neurobiology · 2026Review
- Review
- Special Issue "Molecular Advances in Biomarkers of Central Nervous System Diseases and Disorders".International journal of molecular sciences · 2026Article
- Alzheimer's Disease in the Era of Geroscience: Mechanisms, Biomarkers, and Therapeutic Prospects.Cells · 2026Review
- Digital twin for neurological conditions: a systematic scoping review.Biomedical engineering letters · 2026Review
- Plasma Glial Fibrillary Acidic Protein and Neurofilament Light Chain Concentrations Are Inversely Associated with Retinal Microvascular Perfusion and Vessel Density in Cognitively Normal Individuals with Familial or Genetic Risk Factors for Alzheimer's Disease.Diagnostics (Basel, Switzerland) · 2026Article
- Neurofilament Light Chain (NfL) in Neurodegenerative Diseases: Biological and Clinical Significance, Multi-Omics Integration, and AI-Driven Biomarker Modeling for Precision Therapy.Pharmaceuticals (Basel, Switzerland) · 2026Review
- Integrative Transcriptomics and Mendelian Randomization IdentifyCurrent issues in molecular biology · 2026Article
- Overview in Electrochemical and Electrical Biosensors for Determining Blood Protein Biomarkers of Alzheimer's Disease.Biosensors · 2026Review
- Evaluating digital cognitive tests for clinical use in Alzheimer's disease: A novel framework and scoping review.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
337 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
Abstract
Biomarker discovery and development for clinical research, diagnostics and therapy monitoring in clinical trials have advanced rapidly in key areas of medicine - most notably, oncology and cardiovascular diseases - allowing rapid early detection and supporting the evolution of biomarker-guided, precision-medicine-based targeted therapies. In Alzheimer disease (AD), breakthroughs in biomarker identification and validation include cerebrospinal fluid and PET markers of amyloid-β and tau proteins, which are highly accurate in detecting the presence of AD-associated pathophysiological and neuropathological changes. However, the high cost, insufficient accessibility and/or invasiveness of these assays limit their use as viable first-line tools for detecting patterns of pathophysiology. Therefore, a multistage, tiered approach is needed, prioritizing development of an initial screen to exclude from these tests the high numbers of people with cognitive deficits who do not demonstrate evidence of underlying AD pathophysiology. This Review summarizes the efforts of an international working group that aimed to survey the current landscape of blood-based AD biomarkers and outlines operational steps for an effective academic-industry co-development pathway from identification and assay development to validation for clinical use.
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What OpenQuestion holds
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.