A ccording to recently reported meta-analyses, hyperuricemia is an independent risk factor for the development of hypertension, 1,2 although the underlying mechanisms have not yet been fully clarified. Hyperuricemia has also been reported to be associated with the early stages of development of some risk factors for hypertension, such as arterial stiffness, 3 renal function decline, 4 and inflammation. 5 Thus, we attempted to verify the possibility of involvement of these risk factors in the risk of development of hypertension associated with hyperuricemia. 6 Although an observational study would be needed for such an objective, conventional observational studies, in which the relevant assessments are conducted at 2 observational points, have the limitation that they exclude the effects of timevarying confounding variables.7 However, analysis of repeated measures data by mixed model linear (MML) regression analysis and general estimated equation (GEE) analysis may be useful to minimize the effects of time-varying confounders. In the present prospective observational study conducted in Japanese men without hypertension at the study baseline, we analyzed repeated measures data by MML regression analysis and GEE analysis to clarify the longitudinal associations of hyperuricemia with the above-mentioned risk factors for the development of hypertension, and then to examine the longitudinal associations of these risk factors with the development of hypertension.
MethodsThe data, analytical methods, and study materials will not be made available to other researchers for the purpose of reproducing the results or replicating the procedure.
Design and SubjectsThe present study was conducted in the same cohort as that used in a previously reported prospective observational study. 8,9 The cohort consisted of employees working at the headquarters of a single large Japanese construction company located in downtown Tokyo. According to the Occupational Health and Safety Law in Japan, it is mandatory for all company employees to undergo annual health checkups. Informed consent for participation in this study was obtained from all of the study participants before their enrollment in this study. The study was Correspondence to Hirofumi Tomiyama, Department of Cardiology, Tokyo Medical University, 6-7-1 Nishi-Shinjuku, Tokyo 160-0023, Japan. Email tomiyama@tokyo-med.ac.jp
See Editorial Commentary, pp 582-584Abstract-This study analyzed repeated measurement data to clarify the longitudinal associations between hyperuricemia and the risk factors for the development of hypertension (ie, increased arterial stiffness, renal dysfunction, and inflammation), and then examined whether these risk factors show longitudinal associations with the development of hypertension. In 3274 Japanese men without hypertension, the brachial-ankle pulse wave velocity, blood pressure, estimated glomerular filtration rate, and serum uric acid and CRP (C-reactive protein) levels were measured annually over an 8-year period. Of these, 474 subjects developed hy...