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Review
. 2025 Jun 26;17(7):99.
doi: 10.3390/neurolint17070099.

Advances in Genetic Risk Scores for Alzheimer's Disease and Dementia: A Systematic Review

Stefanos N Sampatakakis  1 , Niki Mourtzi  1 , Alex Hatzimanolis  2 , Nikolaos Scarmeas  1   3
Affiliations
Review

Advances in Genetic Risk Scores for Alzheimer's Disease and Dementia: A Systematic Review

Stefanos N Sampatakakis et al. Neurol Int. .

Abstract

Background: Research concerning the genetic risk for dementia has recently been headed towards new directions. Novel findings from genome-wide association studies have highlighted the association of Alzheimer's disease incidence with many gene polymorphisms, apart from the Apolipoprotein-E genotype. The identification of additional genetic risk factors has led to the construction of specific genetic risk scores for dementia, considering many different genetic factors and specific biological pathways related to Alzheimer's disease.

Methods: We conducted a systematic review following the Preferred Reporting Items for Systematic Reviews and Meta-Analysis method, summarizing existing data regarding genetic risk scores for Alzheimer's disease and dementia, in order to improve the current understanding of the genetic underpinnings of dementia. In specific, five databases (PubMed/MEDLINE, Embase, Scopus, Web of science, and Cochrane Central) were searched using the keywords "genetic risk score", "Alzheimer's disease", and "dementia" with specific inclusion and exclusion criteria.

Results: From the 552 articles identified, we finally included 20 studies for the qualitative analysis. These reports were classified in three different categories of genetic scores: "polygenic risk scores (PRSs)" (including 11 studies), "pathway specific polygenic risk scores (p-PRSs)" (5 studies), and "complex genetic risk scores" (4 studies).

Conclusions: Existing genetic risk scores have contributed to better dementia prediction and a better understanding of the underlying pathology. Novel approaches integrating multiple polygenic risk scores might ameliorate the accuracy of genetic risk scores. The combination of polygenic risk scores that are specific to related biological pathways or relevant biomarkers is of utmost importance to achieve a better predictive ability.

Keywords: Alzheimer’s disease; biological pathways; dementia; genetic risk scores; polygenic risk.

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Conflict of interest statement

The authors declare no conflicts of interest.

Figures

Figure 1
Figure 1
PRISMA flow diagram of systematic review.
See this image and copyright information in PMC

References

    1. Raz L., Knoefel J., Bhaskar K. The neuropathology and cerebrovascular mechanisms of dementia. J. Cereb. Blood Flow Metab. 2016;36:172–186. doi: 10.1038/jcbfm.2015.164. - DOI - PMC - PubMed
    1. Corey-Bloom J. The ABC of Alzheimer’s disease: Cognitive changes and their management in Alzheimer’s disease and related dementias. Int. Psychogeriatr. 2002;14((Suppl. 1)):51–75. doi: 10.1017/S1041610203008664. - DOI - PubMed
    1. Zhang C. Etiology of Alzheimer’s Disease. Discov. Med. 2023;35:757–776. doi: 10.24976/Discov.Med.202335178.71. - DOI - PubMed
    1. Armstrong R.A. Risk factors for Alzheimer’s disease. Folia Neuropathol. 2019;57:87–105. doi: 10.5114/fn.2019.85929. - DOI - PubMed
    1. Andrews S.J., Renton A.E., Fulton-Howard B., Podlesny-Drabiniok A., Marcora E., Goate A.M. The complex genetic architecture of Alzheimer’s disease: Novel insights and future directions. EBioMedicine. 2023;90:104511. doi: 10.1016/j.ebiom.2023.104511. - DOI - PMC - PubMed

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