» Articles » PMID: 36847005

Early Detection of Alzheimer's Disease-Related Pathology Using a Multi-Disease Diagnostic Platform Employing Autoantibodies As Blood-Based Biomarkers

Overview
Publisher Sage Publications
Specialties Geriatrics
Neurology
Date 2023 Feb 27
PMID 36847005
Authors
Affiliations
Soon will be listed here.
Abstract

Background: Evidence for the universal presence of IgG autoantibodies in blood and their potential utility for the diagnosis of Alzheimer's disease (AD) and other neurodegenerative diseases has been extensively demonstrated by our laboratory. The fact that AD-related neuropathological changes in the brain can begin more than a decade before tell-tale symptoms emerge has made it difficult to develop diagnostic tests useful for detecting the earliest stages of AD pathogenesis.

Objective: To determine the utility of a panel of autoantibodies for detecting the presence of AD-related pathology along the early AD continuum, including at pre-symptomatic [an average of 4 years before the transition to mild cognitive impairment (MCI)/AD)], prodromal AD (MCI), and mild-moderate AD stages.

Methods: A total of 328 serum samples from multiple cohorts, including ADNI subjects with confirmed pre-symptomatic, prodromal, and mild-moderate AD, were screened using Luminex xMAP® technology to predict the probability of the presence of AD-related pathology. A panel of eight autoantibodies with age as a covariate was evaluated using randomForest and receiver operating characteristic (ROC) curves.

Results: Autoantibody biomarkers alone predicted the probability of the presence of AD-related pathology with 81.0% accuracy and an area under the curve (AUC) of 0.84 (95% CI = 0.78-0.91). Inclusion of age as a parameter to the model improved the AUC (0.96; 95% CI = 0.93-0.99) and overall accuracy (93.0%).

Conclusion: Blood-based autoantibodies can be used as an accurate, non-invasive, inexpensive, and widely accessible diagnostic screener for detecting AD-related pathology at pre-symptomatic and prodromal AD stages that could aid clinicians in diagnosing AD.

Citing Articles

Circulating Brain-Reactive Autoantibody Profiles in Military Breachers Exposed to Repetitive Occupational Blast.

Rhind S, Shiu M, Vartanian O, Tenn C, Nakashima A, Jetly R Int J Mol Sci. 2025; 25(24.

PMID: 39769446 PMC: 11728191. DOI: 10.3390/ijms252413683.


Alzheimer's Disease: Exploring the Landscape of Cognitive Decline.

Tenchov R, Sasso J, Zhou Q ACS Chem Neurosci. 2024; 15(21):3800-3827.

PMID: 39392435 PMC: 11587518. DOI: 10.1021/acschemneuro.4c00339.


Towards early diagnosis of Alzheimer's disease: advances in immune-related blood biomarkers and computational approaches.

Krix S, Wilczynski E, Falgas N, Sanchez-Valle R, Yoles E, Nevo U Front Immunol. 2024; 15():1343900.

PMID: 38720902 PMC: 11078023. DOI: 10.3389/fimmu.2024.1343900.


Fluid biomarkers in cerebral amyloid angiopathy.

Savar S, Ma B, Hone E, Jahan F, Markovic S, Pedrini S Front Neurosci. 2024; 18:1347320.

PMID: 38344467 PMC: 10853435. DOI: 10.3389/fnins.2024.1347320.


Inflammation, Autoimmunity and Neurodegenerative Diseases, Therapeutics and Beyond.

Garmendia J, De Sanctis C, Das V, Annadurai N, Hajduch M, De Sanctis J Curr Neuropharmacol. 2023; 22(6):1080-1109.

PMID: 37898823 PMC: 10964103. DOI: 10.2174/1570159X22666231017141636.


References
1.
OBryant S, Mielke M, Rissman R, Lista S, Vanderstichele H, Zetterberg H . Blood-based biomarkers in Alzheimer disease: Current state of the science and a novel collaborative paradigm for advancing from discovery to clinic. Alzheimers Dement. 2016; 13(1):45-58. PMC: 5218961. DOI: 10.1016/j.jalz.2016.09.014. View

2.
DeMarshall C, Oh E, Kheirkhah R, Sieber F, Zetterberg H, Blennow K . Detection of early-stage Alzheimer's pathology using blood-based autoantibody biomarkers in elderly hip fracture repair patients. PLoS One. 2019; 14(11):e0225178. PMC: 6857922. DOI: 10.1371/journal.pone.0225178. View

3.
Thijssen E, La Joie R, Strom A, Fonseca C, Iaccarino L, Wolf A . Plasma phosphorylated tau 217 and phosphorylated tau 181 as biomarkers in Alzheimer's disease and frontotemporal lobar degeneration: a retrospective diagnostic performance study. Lancet Neurol. 2021; 20(9):739-752. PMC: 8711249. DOI: 10.1016/S1474-4422(21)00214-3. View

4.
Brickman A, Manly J, Honig L, Sanchez D, Reyes-Dumeyer D, Lantigua R . Plasma p-tau181, p-tau217, and other blood-based Alzheimer's disease biomarkers in a multi-ethnic, community study. Alzheimers Dement. 2021; 17(8):1353-1364. PMC: 8451860. DOI: 10.1002/alz.12301. View

5.
DeMarshall C, Goldwaser E, Sarkar A, Godsey G, Acharya N, Thayasivam U . Autoantibodies as diagnostic biomarkers for the detection and subtyping of multiple sclerosis. J Neuroimmunol. 2017; 309:51-57. DOI: 10.1016/j.jneuroim.2017.05.010. View