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Global Translational Medicine                                                          Letter to editor



            when applied rigidly, have limitations. For example, they   about 1 kg of fat gain over 28 days – approximately four
            often fail to predict how macronutrient composition (e.g.,   times less than the theoretical prediction of 4 kg.  These
                                                                                                       3
            low-carbohydrate or high-protein diets) affects energy   findings highlight the  dynamic  and adaptive nature of
            expenditure, fat oxidation, and storage efficiency. This   metabolism, demonstrating that neither mass balance
            limitation underscores the need for a more integrative   nor energy balance models alone can fully capture the
            approach.                                          complexities of weight regulation.
              The interdependence between nutrient mass (mass    By combining mass balance for nutrient flow and energy
            balance) and energy content (energy balance) becomes   balance for metabolic regulation, a robust framework for
            particularly evident when considering how they interact   understanding obesity can emerge. Such a framework
            to regulate body weight. While nutrient mass determines   acknowledges that while nutrient mass determines physical
            the physical input and output of body weight, the energy   weight  change,  the  energy  derived  from  these  nutrients
            derived from this mass dictates how it is processed, stored,   governs the metabolic pathways that dictate their ultimate
            or excreted. For instance, 1 g of carbohydrate or protein   fate – storage, oxidation, or excretion.
            provides approximately 4 kcal, whereas 1 g of fat provides   In conclusion, the manuscript provides valuable insights
            9 kcal. These differences in caloric density illustrate why   into the role of nutrient mass in obesity but would benefit
            equal masses of macronutrients can lead to vastly different   from a more nuanced discussion of the interplay between
            metabolic outcomes.                                mass and energy. Recognizing their interdependence could
              A caloric surplus of 500 kcal/day would theoretically   help bridge  the  gap between  traditional energy-centric
            result in a fat gain of approximately 65 g/day, or about 2 kg   approaches and emerging mass-focused paradigms, fostering
            over a month. This estimate is based on the energy density   a deeper understanding of obesity and its management.
            of body fat, where 1 g of fat tissue corresponds to roughly   Addressing these aspects would strengthen the manuscript’s
            7.7 kcal (accounting for water and other  components).   scientific rigor and enhance its practical relevance.
            However, this calculation assumes no compensatory
            metabolic adjustments and that all surplus energy is stored   Conflict of interest
            as fat with 100% efficiency. In reality, the process is far   The author declares no conflict of interest.
            more complex and influenced by various factors. Notably,
            some of the surplus energy may contribute to lean mass   References
            (especially in individuals engaged in resistance training or   1.   Manninen AH. Chronic positive mass balance is the actual
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              These metabolic processes exhibit significant individual   3.   Morrison DJ, Kowalski GM, Bruce CR, Wadley GD. Modest
            variability and are strongly influenced by both genetic   changes to glycemic regulation are sufficient to maintain
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            Volume 4 Issue 1 (2025)                        143                              doi: 10.36922/gtm.8079
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