TY - JOUR
T1 - Sex-stratified GWAS meta-analyses reveal novel sex-specific association with CSF biomarkers of Alzheimer's Disease
AU - Wang, Ting-Chen
AU - Timsina, Jigyasha
AU - Jiang, Chenyang
AU - McCartney, Daniel L.
AU - Tao, Feifei
AU - Anastasi, Federica
AU - Genius, Patricia
AU - Rodríguez-Fernández, Blanca
AU - Navarro, Arcadi
AU - Puerta, Raquel
AU - van der Lee, Sven J.
AU - Marioni, Riccardo E.
AU - Bertram, Lars
AU - Michael, Nagle W.
AU - Sims, Rebecca
AU - Vilor-Tejedor, Natalia
AU - Bradley, Joseph
AU - Ali, Muhammad
AU - Wang, Ciyang
AU - Liu, Menghan
AU - Ruiz, Agustin
AU - Fernandez, Maria Victoria
AU - Williams, Julie
AU - Budde, John P.
AU - Tijms, Betty
AU - Castillo, Atahualpa
AU - Blennow, Kaj
AU - Zetterberg, Henrik
AU - Lleo, Alberto
AU - Lee, Virginia M. M. Y.
AU - Heslegrave, Amanda J.
AU - Pastor, Pau
AU - Peskind, Elaine R.
AU - Saykin, Andrew J.
AU - Morris, John C.
AU - Schindler, Suzanne E.
AU - Holtzman, David M.
AU - Riemenschneider, Matthias
AU - Albert, Marilyn S. S.
AU - van Deerlin, Vivianna M.
AU - Shaw, Leslie M.
AU - Sung, Yun Ju Ju
AU - Hohman, Timothy J.
AU - Cruchaga, Carlos
AU - Dumitrescu, Logan
N1 - Publisher Copyright:
© 2025 The Alzheimer's Association. Alzheimer's & Dementia published by Wiley Periodicals LLC on behalf of Alzheimer's Association.
PY - 2025/12/1
Y1 - 2025/12/1
N2 - BACKGROUND: Cerebrospinal fluid (CSF) biomarkers, including amyloid-β 42 (Aβ42), have emerged as essential endophenotypes in genome-wide association studies (GWAS) of Alzheimer's disease (AD), advancing our understanding of AD biological processes beyond traditional case-control studies. Using the largest sample size to date (N = 18,491), we aim to elucidate sex-specific associations with AD pathology by performing sex-stratified GWAS of three well-established CSF endophenotypes, Aβ42, Tau, and phosphorylated tau (pTau181). METHOD: We conducted meta-analyses of sex-stratified GWAS for each CSF biomarker, leveraging 22 US and European cohorts with available raw CSF and genotype data (N = 6,785; 51.84% male; age=68), along with summary statistics from six external cohorts (N = 11,706; 45.27% male; age=69). Consistent quality control was applied prior to genetic analyses, including z-score standardization on raw CSF biomarker values in internal cohorts. The GWAS adjusted for age, ten principal components of genetic ancestry, and cohort-array combination as applicable. We defined a sex-specific effect as a variant association that reached genome-wide significance in one sex and had non-overlapping 95% confidence intervals of the effect estimates between sexes. RESULT: We identified seven genome-wide significant loci, including four previously reported loci and three novel female-specific associations, including one for Aβ42 (rs372578, p(Females)=1.86E-08, b(F)=-0.09, p(Males)=0.78), Figure 1), one for Tau (rs1582763, p(F)=5.56E-09, b(F)=-0.09, p(M)=0.05, Figure 2), and one for pTau181 (rs6434518, p(F)=2.95E-08, b(F)= 0.17, p(M)=0.80, Figure 3). The lead Aβ42 variant, rs372578, is an eQTL for BMP6 (p = 8.00E-04, http://www.braineac.org), which encodes a TGF-beta ligand involved in iron homeostasis and bone/fat development. Increased expression of BMP6 is linked to hippocampal neurogenesis defects in AD patients and APP-transgenic mice. The lead Tau variant, rs1582763, is in the MS4 locus, an established genetic risk factor for AD with some evidence of female-specificity, and has been linked to soluble TREM2 level regulation in CSF. Finally, the top pTau181 variant, rs6434518, is an eQTL for immune response genes STAT4, STAT1 (p = 2.40E-02), and MYO1B (p = 2.60E-02) involved in lipid metabolism and proteostasis. CONCLUSION: Our results highlight significant female-specific genetic associations across CSF biomarkers, underscoring the importance of sex-specific genetic analyses in deepening understanding of AD genetic architecture.
AB - BACKGROUND: Cerebrospinal fluid (CSF) biomarkers, including amyloid-β 42 (Aβ42), have emerged as essential endophenotypes in genome-wide association studies (GWAS) of Alzheimer's disease (AD), advancing our understanding of AD biological processes beyond traditional case-control studies. Using the largest sample size to date (N = 18,491), we aim to elucidate sex-specific associations with AD pathology by performing sex-stratified GWAS of three well-established CSF endophenotypes, Aβ42, Tau, and phosphorylated tau (pTau181). METHOD: We conducted meta-analyses of sex-stratified GWAS for each CSF biomarker, leveraging 22 US and European cohorts with available raw CSF and genotype data (N = 6,785; 51.84% male; age=68), along with summary statistics from six external cohorts (N = 11,706; 45.27% male; age=69). Consistent quality control was applied prior to genetic analyses, including z-score standardization on raw CSF biomarker values in internal cohorts. The GWAS adjusted for age, ten principal components of genetic ancestry, and cohort-array combination as applicable. We defined a sex-specific effect as a variant association that reached genome-wide significance in one sex and had non-overlapping 95% confidence intervals of the effect estimates between sexes. RESULT: We identified seven genome-wide significant loci, including four previously reported loci and three novel female-specific associations, including one for Aβ42 (rs372578, p(Females)=1.86E-08, b(F)=-0.09, p(Males)=0.78), Figure 1), one for Tau (rs1582763, p(F)=5.56E-09, b(F)=-0.09, p(M)=0.05, Figure 2), and one for pTau181 (rs6434518, p(F)=2.95E-08, b(F)= 0.17, p(M)=0.80, Figure 3). The lead Aβ42 variant, rs372578, is an eQTL for BMP6 (p = 8.00E-04, http://www.braineac.org), which encodes a TGF-beta ligand involved in iron homeostasis and bone/fat development. Increased expression of BMP6 is linked to hippocampal neurogenesis defects in AD patients and APP-transgenic mice. The lead Tau variant, rs1582763, is in the MS4 locus, an established genetic risk factor for AD with some evidence of female-specificity, and has been linked to soluble TREM2 level regulation in CSF. Finally, the top pTau181 variant, rs6434518, is an eQTL for immune response genes STAT4, STAT1 (p = 2.40E-02), and MYO1B (p = 2.60E-02) involved in lipid metabolism and proteostasis. CONCLUSION: Our results highlight significant female-specific genetic associations across CSF biomarkers, underscoring the importance of sex-specific genetic analyses in deepening understanding of AD genetic architecture.
UR - https://www.scopus.com/pages/publications/105025736488
U2 - 10.1002/alz70855_102560
DO - 10.1002/alz70855_102560
M3 - Article
C2 - 41436402
SN - 1552-5260
VL - 21
SP - e102560
JO - Alzheimer s & dementia
JF - Alzheimer s & dementia
ER -