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K. Sleegers

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Review Open access Sep 2026

A new era of genome-wide association studies in the field of Alzheimer’s disease and overlapping co-pathologies: lessons learned from a neuropathology-centered approach

Alzheimer’s disease (AD) and overlapping pathologies represent a growing worldwide health concern. With the first disease-modifying treatments on the rise, it becomes increasingly important to move research in this area forward. Genetic research is excellent at discovering novel contributors to disease mechanisms, which has been demonstrated by the discovery of over 75 disease loci associated with AD. However, classical large-scale genome-wide association studies (GWAS) use cohorts of individuals that have been assigned a case or a control status based on a clinical diagnosis. For AD, this can result in bias due to the complex nature of the disease profile. More specifically, on the neuropathological level, AD is multifaceted with co-morbid pathological lesions being the norm rather than the exception. Together with the substantial preclinical phase, this can lead to the introduction of type I and type II errors. An alternative to using large-scale clinical cohorts is to shift toward studying individuals where the disease diagnosis has been neuropathologically confirmed, or cohorts where an endophenotype is used which can directly reflect ongoing pathological processes in vivo. Such endophenotypes could entail biofluid or imaging-based biomarkers, but the most undiluted signal is obtained when employing neuropathological data. These data typically represent the presence or absence of a lesion or reflects the semi-quantitative burden of pathological features. Here, we review what this shift toward more detailed phenotypes has already contributed to the field by investigating the genetic background of AD hallmark lesions as well as commonly observed co-pathologies.

Celeste Laureyssen, D. Thal, K. Sleegers · 0 citations
Open access Aug 2026

Exome analysis of 22,319 individuals links extremely rare copy-number variants and 22q11.21 dosage to Alzheimer risk.

Copy-number variants (CNVs) are major contributors to human disease. In Alzheimer disease (AD), APP duplications cause autosomal-dominant forms, but the role of CNVs in non-monogenic AD remains poorly characterized. We analyzed rare CNVs (frequency <1%) from 22,319 exomes (4,150 early-onset AD [EOAD, ≤65 years], 8,519 late-onset AD [LOAD], 9,650 unaffected control subjects) using harmonized calling and quality control. After identifying 17 individuals with a pathogenic CNV, we performed exome-wide and gene-set burden analyses. EOAD-affected individuals showed increased burdens of rare CNVs affecting coding genes, particularly deletions in AD-related genes. Integrated loss-of-function (LoF) analysis gathering short truncating variants with deletions showed that ABCA1 (odds ratio [OR] = 5.77 [95% confidence interval 2.25; 17.06], p = 0.0002) and ABCA7 deletions contribute to this deletion burden (OR = 2.29 [1.44; 3.65], p = 0.0006), while CTSB LoF alleles appear as candidates (OR = 5.03 [1.50; 20.71], p = 0.0089). We then performed exome-wide gene-level dosage analysis and highlighted 18 genes across five loci with a false discovery rate of <10%, including the 22q11.21 central region, where deletions were restricted to EOAD (including one de novo event) and duplications were enriched in control individuals, with intermediate frequencies in LOAD. We narrowed this locus to the SCARF2-KLHL22-MED15 region after integrating short truncating variants. Replication in 33,977 affected individuals and 362,322 control subjects confirmed association for 22q11.21 dosage with exome-wide significance (ORSCARF2 = 0.34 [0.21; 0.53]; mega-p value = 5.52 × 10-7). SCARF2 overexpression significantly increased amyloid-β uptake, congruent with duplication-associated decreased AD risk. We conclude that rare coding CNVs in a proportion of AD-associated genes and 22q11.21 deletions, including some found in DiGeorge syndrome, increase AD risk. Conversely, we identify 22q11.21 duplication as a strong AD-risk-decreasing factor.

O. Quenez, Catherine Schramm, K. Cassinari et al. · 1 citation

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