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X‐chromosome wide association study for Alzheimer’s disease

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AbstractBackgroundAlthough the X‐chromosome represents about 5% of the genome, it has been excluded from the major genome‐wide association studies on Alzheimer’s Disease (AD) due to its genetic specificities. We performed an in‐depth X‐Chromosome‐Wide Association Study (XWAS) to better characterize the genetic landscape of AD.MethodThe XWAS is based on 49,333 clinically diagnosed cases and 68,882 controls (including 31,314 female cases and 39,407 female controls) of European ancestry from 29 studies from the International Genomics of Alzheimer’s Project (IGAP) and the European Alzheimer & Dementia Biobank (EADB) consortia. 45,993 samples were imputed with the 1000G reference panel and 72,220 samples were imputed with the TOPMed panel.We considered three approaches to take into account the different inactivation scenarios on the X‐chromosome: 1) random X‐chromosome inactivation (r‐XCI) in females, equivalent to an additive genetic model with males coded as homozygous females; 2) skewed X‐chromosome inactivation in females, where a dominance effect was added to the r‐XCI model to capture the inactivation skewedness; 3) escape X‐chromosome inactivation in females, equivalent to an additive model with males coded as hemizygous. For each approach, we performed a single variant analysis with a meta‐analysis of the 29 studies, followed by a gene‐based analysis.ResultWe analyzed 404,688 variants, including 225,045 common variants (Minor Allele Frequency [MAF] > 1%). No genome‐wide significant signals were found in either approach, but three suggestive signals (p‐value < 1×10‐5) were identified in the r‐XCI approach. In one of these loci, we detected an X‐chromosome‐wide significant gene with the gene‐based analysis (p‐value = 5.45×10‐5). The top variant of this locus shows a similar effect in males and females (odds ratio [OR] = 0.93, 95% confidence interval [CI] = 0.90–0.96, p‐value = 8.63 × 10−6, and MAF = 32%, with OR[CI] in females = 0.86[0.79‐0.94], and OR[CI] in males = 0.92 [0.87‐0.97]).ConclusionWe identified promising genetic signals for AD on the X‐chromosome. To increase power, we are currently updating the imputation with TOPMed for all the studies and extending the analyses to large European biobanks.
Title: X‐chromosome wide association study for Alzheimer’s disease
Description:
AbstractBackgroundAlthough the X‐chromosome represents about 5% of the genome, it has been excluded from the major genome‐wide association studies on Alzheimer’s Disease (AD) due to its genetic specificities.
We performed an in‐depth X‐Chromosome‐Wide Association Study (XWAS) to better characterize the genetic landscape of AD.
MethodThe XWAS is based on 49,333 clinically diagnosed cases and 68,882 controls (including 31,314 female cases and 39,407 female controls) of European ancestry from 29 studies from the International Genomics of Alzheimer’s Project (IGAP) and the European Alzheimer & Dementia Biobank (EADB) consortia.
45,993 samples were imputed with the 1000G reference panel and 72,220 samples were imputed with the TOPMed panel.
We considered three approaches to take into account the different inactivation scenarios on the X‐chromosome: 1) random X‐chromosome inactivation (r‐XCI) in females, equivalent to an additive genetic model with males coded as homozygous females; 2) skewed X‐chromosome inactivation in females, where a dominance effect was added to the r‐XCI model to capture the inactivation skewedness; 3) escape X‐chromosome inactivation in females, equivalent to an additive model with males coded as hemizygous.
For each approach, we performed a single variant analysis with a meta‐analysis of the 29 studies, followed by a gene‐based analysis.
ResultWe analyzed 404,688 variants, including 225,045 common variants (Minor Allele Frequency [MAF] > 1%).
No genome‐wide significant signals were found in either approach, but three suggestive signals (p‐value < 1×10‐5) were identified in the r‐XCI approach.
In one of these loci, we detected an X‐chromosome‐wide significant gene with the gene‐based analysis (p‐value = 5.
45×10‐5).
The top variant of this locus shows a similar effect in males and females (odds ratio [OR] = 0.
93, 95% confidence interval [CI] = 0.
90–0.
96, p‐value = 8.
63 × 10−6, and MAF = 32%, with OR[CI] in females = 0.
86[0.
79‐0.
94], and OR[CI] in males = 0.
92 [0.
87‐0.
97]).
ConclusionWe identified promising genetic signals for AD on the X‐chromosome.
To increase power, we are currently updating the imputation with TOPMed for all the studies and extending the analyses to large European biobanks.

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