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While challenges such as the availability of adequate diet data points, consistency in the dietary assessment tools used and the limitations of statistical methods for trajectory modelling remain, integrating diet data with other lifestyle behaviours, high-dimensional biomarkers and genetics data into pattern analyses and examining them from a longitudinal approach opens up potential opportunities to gain deeper insights into diet-disease relationships and support the development of more holistic lifestyle-disease prevention recommendat