King’s College London - Department of Twin Research and Genetic Epidemiology, Zoe Global Limited, King’s College London - Department of Nutritional Sciences, Zoe Global Limited, Lund University - Department of Clinical Sciences, Zoe Global Limited, Zoe Global Limited, Zoe Global Limited, University of Trento - Centre for Integrative Biology (CIBIO), University of Trento - Centre for Integrative Biology (CIBIO), Harvard University - Department of Epidemiology, Newson Health Menopause & Wellbeing Centre, Harvard University - Massachusetts General Hospital, Tufts University, Harvard University - Massachusetts General Hospital, King's College London - Department of Twin Research and Genetic Epidemiology, University of Nottingham - Division of Rheumatology, Orthopaedics and Dermatology and King’s College London - Department of Nutritional Sciences