Soh Bi Xue Patricia, Vignes Matthieu, Smith Nick W, von Hurst Pamela R, McNabb Warren C
Sustainable Nutrition Initiative, Riddet Institute, Massey University, Palmerston North 4410, New Zealand.
School of Mathematical and Computational Sciences, Massey University, Palmerston North 4410, New Zealand.
Nutrients. 2025 May 26;17(11):1806. doi: 10.3390/nu17111806.
Inadequate intake of indispensable amino acids (IAAs) is a significant challenge in vegan diets. Since IAAs are not produced or stored over long durations in the human body, regular and balanced dietary protein consumption throughout the day is essential for metabolic function. The objective of this study is to investigate the variation in protein and IAA intake across 24 h among New Zealand vegans with time-series clustering, using Dynamic Time Warping (DTW). This data-driven approach objectively categorised vegan dietary data into distinct clusters for protein intake and protein quality analysis. Total protein consumed per eating occasion (EO) was 11.1 g, with 93.5% of the cohort falling below the minimal threshold of 20 g of protein per EO. The mean protein intake for each EO in cluster 1 was 6.5 g, cluster 2 was 11.4 g and only cluster 3 was near the threshold at 19.0 g. IAA intake was highest in cluster 3, with lysine and leucine being 3× higher in cluster 3 than cluster 1. All EOs in cluster 1 were below the reference protein intake relative to body weight, closely followed by cluster 2 (91.5%), while cluster 3 comparatively had the lowest EOs under this reference (31.9%). DTW produced three distinct dietary patterns in the vegan cohort. Further exploration of plant protein combinations could inform recommendations to optimise protein quality in vegan diets.
必需氨基酸摄入不足是纯素饮食面临的一项重大挑战。由于人体无法长期产生或储存必需氨基酸,因此全天规律且均衡地摄入膳食蛋白质对于代谢功能至关重要。本研究的目的是使用动态时间规整(DTW)通过时间序列聚类来调查新西兰纯素食者24小时内蛋白质和必需氨基酸摄入量的变化。这种数据驱动的方法将纯素饮食数据客观地分类为不同的簇,用于蛋白质摄入量和蛋白质质量分析。每次进食时摄入的总蛋白质量为11.1克,93.5%的研究对象每次进食时的蛋白质摄入量低于20克的最低阈值。第1组每次进食时的平均蛋白质摄入量为6.5克,第2组为11.4克,只有第3组接近阈值,为19.0克。第3组的必需氨基酸摄入量最高,其中赖氨酸和亮氨酸的摄入量比第1组高3倍。第1组的所有进食时段的蛋白质摄入量均低于相对于体重的参考蛋白质摄入量,紧随其后的是第2组(91.5%),而在该参考标准下,第3组的进食时段蛋白质摄入量相对最低(31.9%)。DTW在纯素食人群中产生了三种不同的饮食模式。进一步探索植物蛋白组合可为优化纯素饮食中的蛋白质质量提供建议。