ORIGINAL RESEARCH article
Front. Nutr.
Sec. Nutrition and Sustainable Diets
Volume 12 - 2025 | doi: 10.3389/fnut.2025.1624633
Identifying the optimal ratio from protein foods for protein and nutrient quality in plant-based meals using a non-linear optimization approach
Provisionally accepted- 1Université de Lausanne, Lausanne, Switzerland
- 2Nestlé Institute of Health Sciences, Nestlé Research, Lausanne (1000), Switzerland
- 3Nestlé Institute of Health Sciences, Nestlé Research, Lausanne, Switzerland
- 4Department of Epidemiology and Health Systems, Unisanté, Lausanne, Switzerland
Select one of your emails
You have multiple emails registered with Frontiers:
Notify me on publication
Please enter your email address:
If you already have an account, please login
You don't have a Frontiers account ? You can register here
Background: Plant-based diets with reduced animal protein intake are increasingly recommended for health and sustainability reasons that have potential implications for nutrient intake, including protein quality. Objective: To develop a non-linear optimization model to determine the optimal ratio needed from plant and animal protein foods to obtain a high protein and nutrient quality in primarily plant-based meals. Methods: Sixty-two protein foods were grouped by their limiting amino acid: "lysine-limiting" foods were mainly "grains, nuts and seeds," "sulfur amino acids" mainly consisted of "beans, peas and lentils" and "non-limiting" included "soy-foods" for vegan and vegetarian meals and/or "animal protein foods" for pesco/semi-vegetarian meals." A non-linear optimization approach was used to maximize protein quality using the Protein Digestibility Corrected Amino Acid Score (PDCAAS 1) while considering essential nutrients such as energy, protein, dietary fiber, iron, calcium, and zinc in three plant-based meal models. The three models considered all contained protein foods from the first two groups, "grains, nuts and seeds" and "beans, peas, lentils, and others" and some variations of the third group being either "soy-foods only" (vegan), "soy-foods, dairy and egg" (vegetarian), or "soy-foods and/or animal-based foods" (pesco/semi-vegetarian). Results: To achieve optimal protein quality, calcium, iron, and zinc levels in a vegan and vegetarian meal, the optimal protein ratio based on total protein intake was at least 10% grains, nuts, and seeds; 10‒60% beans, peas, and lentils; and 30‒50% soy-based foods only and/or dairy and eggs. The optimal pesco/semi-vegetarian meal had at least 10% grains, nuts, and seeds, 50‒ 60% beans, peas, and lentils, and 30‒40% from soy-foods and/or animal-based foods. The vegan meal had more variety than models including animal protein foods. Conclusions: The optimal ratios of protein foods determined could be used to define easy-to-follow guidance for selecting protein foods that deliver high protein quality while also contributing to nutrient quality in primarily plant-based meals.
Keywords: Plant-based diet, vegetarian, vegan, Semi-vegetarian, Protein source, Plantprotein, Animal protein, Protein quality
Received: 07 May 2025; Accepted: 15 Sep 2025.
Copyright: © 2025 Rolands, Mainardi, Bochud and Lê. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Maryann R. Rolands, maryannreginar@gmail.com
Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.