TY - JOUR
T1 - Reassessing the association between age at menarche and cardiovascular disease: observational and Mendelian randomization analyses
AU - Tschiderer, Lena
AU - Peters, Sanne A E
AU - van der Schouw, Yvonne T
AU - Burgess, Stephen
AU - Luijken, Janneke
AU - Bijmolt, Cheyenne
AU - Soliman, Houda
AU - Butterworth, Adam S
AU - Wood, Angela M
AU - Tong, Tammy Y N
AU - Dahm, Christina C
AU - Seekircher, Lisa
AU - Tjønneland, Anne
AU - Mellemkjær, Lene
AU - Schulze, Matthias B
AU - Masala, Giovanna
AU - Sieri, Sabina
AU - Panico, Salvatore
AU - SACERDOTE, Carlotta
AU - Boer, Jolanda M A
AU - Verschuren, W M Monique
AU - Castro-Espin, Carlota
AU - Petrova, Dafina
AU - Colorado-Yohar, Sandra M
AU - Moreno-Iribas, Conchi
AU - Weiderpass, Elisabete
AU - Heath, Alicia K
AU - Tzoulaki, Ioanna
AU - Willeit, Peter
AU - Onland-Moret, N Charlotte
PY - 2025
Y1 - 2025
N2 - Aims Observational studies have shown a U-shaped association between age at menarche (AAM) and cardiovascular disease (CVD). We assessed non-linearity of the observational association and the potential causal relationship between AAM and CVD using data from the European Prospective Investigation into Cancer and Nutrition—Cardiovascular Disease (EPIC-CVD) study and the UK Biobank. Methods and results We included women without pre-existing myocardial infarction (MI) or stroke at baseline. We estimated hazard ratios for incident MI, ischaemic and haemorrhagic stroke later in life using Cox regression in observational analyses and conducted non-linear Mendelian randomization (MR) based on fractional polynomials and linear MR based on inverse-variance weighted regression. We analysed 283 210 women with a median AAM of 13 (IQR 12–14) years in both EPIC-CVD and the UK Biobank, of which 8468 experienced a MI, 5501 an ischaemic and 1887 a haemorrhagic stroke. The association between AAM and MI and ischaemic stroke was U-shaped with higher risks in women aged ≤12 and ≥16 compared with those aged 13 years at menarche. Our MR analyses found no evidence for non-linearity between genetically proxied AAM and any CVD endpoint later in life, but each year higher genetically proxied AAM was related to a lower risk of MI (hazard ratio 0.92 [95% CI 0.86–0.99]), but not to ischaemic and haemorrhagic stroke. Conclusion This study supported non-linear observational associations between AAM and MI and ischaemic stroke. MR analyses suggested a causal relationship between higher AAM and risk of MI without an indication for non-linearity. There was no support for a potential causal link with ischaemic and haemorrhagic stroke.
AB - Aims Observational studies have shown a U-shaped association between age at menarche (AAM) and cardiovascular disease (CVD). We assessed non-linearity of the observational association and the potential causal relationship between AAM and CVD using data from the European Prospective Investigation into Cancer and Nutrition—Cardiovascular Disease (EPIC-CVD) study and the UK Biobank. Methods and results We included women without pre-existing myocardial infarction (MI) or stroke at baseline. We estimated hazard ratios for incident MI, ischaemic and haemorrhagic stroke later in life using Cox regression in observational analyses and conducted non-linear Mendelian randomization (MR) based on fractional polynomials and linear MR based on inverse-variance weighted regression. We analysed 283 210 women with a median AAM of 13 (IQR 12–14) years in both EPIC-CVD and the UK Biobank, of which 8468 experienced a MI, 5501 an ischaemic and 1887 a haemorrhagic stroke. The association between AAM and MI and ischaemic stroke was U-shaped with higher risks in women aged ≤12 and ≥16 compared with those aged 13 years at menarche. Our MR analyses found no evidence for non-linearity between genetically proxied AAM and any CVD endpoint later in life, but each year higher genetically proxied AAM was related to a lower risk of MI (hazard ratio 0.92 [95% CI 0.86–0.99]), but not to ischaemic and haemorrhagic stroke. Conclusion This study supported non-linear observational associations between AAM and MI and ischaemic stroke. MR analyses suggested a causal relationship between higher AAM and risk of MI without an indication for non-linearity. There was no support for a potential causal link with ischaemic and haemorrhagic stroke.
KW - Age at menarche
KW - Cardiovascular risk
KW - Individual participant data meta-analysis
KW - Mendelian randomization
KW - Non-linearity
KW - Age at menarche
KW - Cardiovascular risk
KW - Individual participant data meta-analysis
KW - Mendelian randomization
KW - Non-linearity
UR - https://iris.uniupo.it/handle/11579/223352
U2 - 10.1093/eurjpc/zwaf051
DO - 10.1093/eurjpc/zwaf051
M3 - Article
SN - 2047-4881
VL - 32
SP - 857
EP - 866
JO - European Journal of Preventive Cardiology
JF - European Journal of Preventive Cardiology
IS - 10
ER -