[1] Kings Coll London, Fac Life Sci & Med, London, England
[2] Kings Coll Hosp NHS Fdn Trust, Ophthalmol Res Unit, London, England
[3] Univ Manchester, Inst Human Dev, Div Diabet Endocrinol & Gastroenterol, Manchester, Lancs, England
[4] Univ Liverpool, Inst Life Course & Med Sci, Pain Res Inst, Liverpool, Merseyside, England
[5] Univ Liverpool, Inst Life Course & Med Sci, Dept Cardiovasc & Metab Med, Liverpool, Merseyside, England
[6] Aintree Univ Hosp NHS Fdn Trust, Liverpool, Merseyside, England
[7] Liverpool Univ Hosp NHS Fdn Trust, Dept Diabet & Endocrinol, Liverpool, Merseyside, England
[8] London Sch Hyg & Trop Med, Int Ctr Eye Hlth, London, England
[9] Univ Liverpool, Dept Hlth Data Sci, Liverpool, Merseyside, England
[10] Weill Cornell Med Qatar, Res Div, Doha, Qatar