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It is expected to include 310 children, aged 3 to 6 years, having at baseline a normal weight or overweight according to the International Obesity Task Force (IOTF) criteria, and at least one parent having a body mass index > 25 kg/m2. The clinical trial has two arms and is performed in Spanish Primary Health Care centers. The control group receive usual care by healthcare professionals. The intervention group receive education on Mediterranean diet and PA, combined with the provision of extra-virgin olive oil and fish, in order to be consumed at least 2 times per week. Free PA sessions with a physical education teacher are also offered for the children (3 sessions of 60 min of moderate-vigorous PA per week). The participants' adherence to the intervention is periodically monitored. 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