{"id":42246,"date":"2025-09-17T13:02:15","date_gmt":"2025-09-17T04:02:15","guid":{"rendered":"https:\/\/first-reach.org\/?p=42246"},"modified":"2026-03-26T08:57:37","modified_gmt":"2026-03-26T01:57:37","slug":"petfood-calorie-me-calculation","status":"publish","type":"post","link":"https:\/\/first-reach.org\/en\/contents\/petfood-calorie-me-calculation\/","title":{"rendered":"Calorie calculation formulas for pet food and a practical understanding and application of ME"},"content":{"rendered":"\n<p>Calorie (energy) information shown on pet food packaging is essential for determining appropriate feeding amounts. Feeding neither too much nor too little directly supports the long-term health of dogs and cats, and many countries are moving toward mandatory calorie labeling.<\/p>\n\n\n\n<p>For example, in the United States, revisions to AAFCO (Association of American Feed Control Officials) model regulations have made calorie content (energy value) labeling mandatory for all dog and cat foods. Accurate calorie labeling is indispensable not only for obesity prevention and nutrition management, but also for comparing different foods and for new product development and marketing.<\/p>\n\n\n\n<p>Energy (calorie) calculation formulas for pet food are important tools used to estimate a product\u2019s energy density and to set label values and feeding guidelines. Understanding these formulas is essential for product developers, because the choice and proper use of a formula can significantly affect the accuracy of feeding amounts and the balance of nutrient delivery to dogs and cats.<\/p>\n\n\n\n<p>This article provides a comprehensive explanation of pet food energy calculation formulas for product development professionals. In particular, it focuses on ME (Metabolizable Energy) as the primary indicator\u2014its definition, how it is calculated, comparisons among major calculation models, and key practical points for use in real-world development work.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The big picture of calorie (ME) calculations<\/h2>\n\n\n\n<p>First, let\u2019s organize the basic concepts related to energy in pet food. In general, energy values are considered in three stages:<\/p>\n\n\n\n<div class=\"epb-panel-icon epb-panel-icon-hover-initial is-style-epb-panel-icon-direction-row is-style-epb-panel-icon-style-none is-style-epb-icon-inner-icon-style-none is-style-epb-icon-inner-content-style-none is-style-epb-icon-inner-label-direction-bottom\" style=\"--epb-panel-icon-padding-top:16px;--epb-panel-icon-padding-right:16px;--epb-panel-icon-padding-bottom:16px;--epb-panel-icon-padding-left:16px;--epb-panel-icon-gap:16px;--epb-panel-icon-inner-icon-justify-self:center;--epb-panel-icon-inner-icon-align-self:center;--epb-panel-icon-inner-icon-size-sp:16px;--epb-panel-icon-inner-icon-size-tablet:16px;--epb-panel-icon-inner-icon-size-pc:32px;--epb-panel-icon-inner-icon-height-width:32px;--epb-panel-icon-inner-icon-border-width:3px;--epb-panel-icon-inner-label-margin-top:4px;--epb-panel-icon-inner-label-margin-right:0px;--epb-panel-icon-inner-label-margin-bottom:0px;--epb-panel-icon-inner-label-margin-left:0px;--epb-panel-icon-inner-label-size-sp:14px;--epb-panel-icon-inner-label-size-tablet:14px;--epb-panel-icon-inner-label-size-pc:14px;--epb-panel-icon-inner-content-style-size:2px;--epb-panel-icon-width-size-sp:100%;--epb-panel-icon-width-size-tablet:100%;--epb-panel-icon-width-size-pc:100%;--epb-panel-icon-border-style:none;--epb-panel-icon-border-width-top:2px;--epb-panel-icon-border-width-bottom:2px;--epb-panel-icon-border-width-left:2px;--epb-panel-icon-border-width-right:2px;--epb-panel-icon-border-radius-top:3px;--epb-panel-icon-border-radius-right:3px;--epb-panel-icon-border-radius-bottom:3px;--epb-panel-icon-border-radius-left:3px;--epb-panel-icon-inner-icon-color:#00856d;--epb-panel-icon-inner-icon-style-color:#333333;--epb-panel-icon-inner-label-color:#333333;--epb-panel-icon-inner-content-style-color:#333333;--epb-panel-icon-inner-text-color:#333333;--epb-panel-icon-inner-background-color:rgb(247 245 240 \/ 1);--epb-panel-icon-border-color:#eeeff0;--epb-panel-icon-inner-icon-hover-color:#333333;--epb-panel-icon-inner-icon-style-hover-color:#333333;--epb-panel-icon-inner-label-hover-color:#333333;--epb-panel-icon-inner-content-style-hover-color:#333333;--epb-panel-icon-inner-text-hover-color:#333333;--epb-panel-icon-border-hover-color:#eeeff0;--epb-panel-icon-inner-background-hover-color:rgb(238 239 240 \/ 1);--epb-shadow-offset-x:0px;--epb-shadow-offset-y:1px;--epb-shadow-blur:3px;--epb-shadow-spread:1px;--epb-shadow-color:rgb(238 239 240 \/ 1);--epb-panel-icon-style-size:2px;--epb-panel-icon-style-color:#333333;--epb-panel-icon-style-hover-color:#333333\"><div class=\"epb-panel-icon__inner\"><div class=\"epb-panel-icon__inner-wrapper\"><div class=\"epb-panel-icon__inner--icon\"><i class=\"icon-restaurant\"><\/i><\/div><\/div><div class=\"epb-panel-icon__inner--content\">\n<p class=\"has-text-color has-link-color wp-elements-5719dbe6ea52643b5099fddb1e8d66cf\" style=\"color:#00856d;font-size:18px\"><strong>1. Gross Energy (GE)<\/strong><\/p>\n\n\n\n<div class=\"epb-spacer\" style=\"--epb-space-height-sp:50px;--epb-space-height-tablet:50px;--epb-space-height-pc:15px;--epb-space-width-sp:100%;--epb-space-width-tablet:100%;--epb-space-width-pc:100%;--epb-space-margin-sp:-0px;--epb-space-margin-tablet:-0px;--epb-space-margin-pc:-0px\"><\/div>\n\n\n\n<p>Gross energy is the total heat of combustion in a food\u2014i.e., the energy released when the food is completely burned (oxidized). It represents the food\u2019s \u201cmaximum potential energy\u201d in theory. However, because GE includes energy that cannot be digested or absorbed, a food can have a high GE while still providing relatively low usable energy.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"epb-panel-icon epb-panel-icon-hover-initial is-style-epb-panel-icon-direction-row is-style-epb-panel-icon-style-none is-style-epb-icon-inner-icon-style-none is-style-epb-icon-inner-content-style-none is-style-epb-icon-inner-label-direction-bottom\" style=\"--epb-panel-icon-padding-top:16px;--epb-panel-icon-padding-right:16px;--epb-panel-icon-padding-bottom:16px;--epb-panel-icon-padding-left:16px;--epb-panel-icon-gap:16px;--epb-panel-icon-inner-icon-justify-self:center;--epb-panel-icon-inner-icon-align-self:center;--epb-panel-icon-inner-icon-size-sp:16px;--epb-panel-icon-inner-icon-size-tablet:16px;--epb-panel-icon-inner-icon-size-pc:32px;--epb-panel-icon-inner-icon-height-width:32px;--epb-panel-icon-inner-icon-border-width:3px;--epb-panel-icon-inner-label-margin-top:4px;--epb-panel-icon-inner-label-margin-right:0px;--epb-panel-icon-inner-label-margin-bottom:0px;--epb-panel-icon-inner-label-margin-left:0px;--epb-panel-icon-inner-label-size-sp:14px;--epb-panel-icon-inner-label-size-tablet:14px;--epb-panel-icon-inner-label-size-pc:14px;--epb-panel-icon-inner-content-style-size:2px;--epb-panel-icon-width-size-sp:100%;--epb-panel-icon-width-size-tablet:100%;--epb-panel-icon-width-size-pc:100%;--epb-panel-icon-border-style:none;--epb-panel-icon-border-width-top:2px;--epb-panel-icon-border-width-bottom:2px;--epb-panel-icon-border-width-left:2px;--epb-panel-icon-border-width-right:2px;--epb-panel-icon-border-radius-top:3px;--epb-panel-icon-border-radius-right:3px;--epb-panel-icon-border-radius-bottom:3px;--epb-panel-icon-border-radius-left:3px;--epb-panel-icon-inner-icon-color:#00856d;--epb-panel-icon-inner-icon-style-color:#333333;--epb-panel-icon-inner-label-color:#333333;--epb-panel-icon-inner-content-style-color:#333333;--epb-panel-icon-inner-text-color:#333333;--epb-panel-icon-inner-background-color:rgb(247 245 240 \/ 1);--epb-panel-icon-border-color:#eeeff0;--epb-panel-icon-inner-icon-hover-color:#333333;--epb-panel-icon-inner-icon-style-hover-color:#333333;--epb-panel-icon-inner-label-hover-color:#333333;--epb-panel-icon-inner-content-style-hover-color:#333333;--epb-panel-icon-inner-text-hover-color:#333333;--epb-panel-icon-border-hover-color:#eeeff0;--epb-panel-icon-inner-background-hover-color:rgb(238 239 240 \/ 1);--epb-shadow-offset-x:0px;--epb-shadow-offset-y:1px;--epb-shadow-blur:3px;--epb-shadow-spread:1px;--epb-shadow-color:rgb(238 239 240 \/ 1);--epb-panel-icon-style-size:2px;--epb-panel-icon-style-color:#333333;--epb-panel-icon-style-hover-color:#333333\"><div class=\"epb-panel-icon__inner\"><div class=\"epb-panel-icon__inner-wrapper\"><div class=\"epb-panel-icon__inner--icon\"><i class=\"icon-favorite\"><\/i><\/div><\/div><div class=\"epb-panel-icon__inner--content\">\n<p class=\"has-text-color has-link-color wp-elements-9540a86512a2399cf69c414a4e5defee\" style=\"color:#00856d;font-size:18px\"><strong>2. Digestible Energy (DE)<\/strong><\/p>\n\n\n\n<div class=\"epb-spacer\" style=\"--epb-space-height-sp:50px;--epb-space-height-tablet:50px;--epb-space-height-pc:15px;--epb-space-width-sp:100%;--epb-space-width-tablet:100%;--epb-space-width-pc:100%;--epb-space-margin-sp:-0px;--epb-space-margin-tablet:-0px;--epb-space-margin-pc:-0px\"><\/div>\n\n\n\n<p>Digestible energy is the portion of GE that can be digested. It is calculated by subtracting the energy lost in feces (undigested energy) from GE. DE represents energy that has been absorbed, but not all of it can be used by the animal because additional energy is still lost through urine and other routes.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"epb-panel-icon epb-panel-icon-hover-initial is-style-epb-panel-icon-direction-row is-style-epb-panel-icon-style-none is-style-epb-icon-inner-icon-style-none is-style-epb-icon-inner-content-style-none is-style-epb-icon-inner-label-direction-bottom\" style=\"--epb-panel-icon-padding-top:16px;--epb-panel-icon-padding-right:16px;--epb-panel-icon-padding-bottom:16px;--epb-panel-icon-padding-left:16px;--epb-panel-icon-gap:16px;--epb-panel-icon-inner-icon-justify-self:center;--epb-panel-icon-inner-icon-align-self:center;--epb-panel-icon-inner-icon-size-sp:16px;--epb-panel-icon-inner-icon-size-tablet:16px;--epb-panel-icon-inner-icon-size-pc:32px;--epb-panel-icon-inner-icon-height-width:32px;--epb-panel-icon-inner-icon-border-width:3px;--epb-panel-icon-inner-label-margin-top:4px;--epb-panel-icon-inner-label-margin-right:0px;--epb-panel-icon-inner-label-margin-bottom:0px;--epb-panel-icon-inner-label-margin-left:0px;--epb-panel-icon-inner-label-size-sp:14px;--epb-panel-icon-inner-label-size-tablet:14px;--epb-panel-icon-inner-label-size-pc:14px;--epb-panel-icon-inner-content-style-size:2px;--epb-panel-icon-width-size-sp:100%;--epb-panel-icon-width-size-tablet:100%;--epb-panel-icon-width-size-pc:100%;--epb-panel-icon-border-style:none;--epb-panel-icon-border-width-top:2px;--epb-panel-icon-border-width-bottom:2px;--epb-panel-icon-border-width-left:2px;--epb-panel-icon-border-width-right:2px;--epb-panel-icon-border-radius-top:3px;--epb-panel-icon-border-radius-right:3px;--epb-panel-icon-border-radius-bottom:3px;--epb-panel-icon-border-radius-left:3px;--epb-panel-icon-inner-icon-color:#00856d;--epb-panel-icon-inner-icon-style-color:#333333;--epb-panel-icon-inner-label-color:#333333;--epb-panel-icon-inner-content-style-color:#333333;--epb-panel-icon-inner-text-color:#333333;--epb-panel-icon-inner-background-color:rgb(247 245 240 \/ 1);--epb-panel-icon-border-color:#eeeff0;--epb-panel-icon-inner-icon-hover-color:#333333;--epb-panel-icon-inner-icon-style-hover-color:#333333;--epb-panel-icon-inner-label-hover-color:#333333;--epb-panel-icon-inner-content-style-hover-color:#333333;--epb-panel-icon-inner-text-hover-color:#333333;--epb-panel-icon-border-hover-color:#eeeff0;--epb-panel-icon-inner-background-hover-color:rgb(238 239 240 \/ 1);--epb-shadow-offset-x:0px;--epb-shadow-offset-y:1px;--epb-shadow-blur:3px;--epb-shadow-spread:1px;--epb-shadow-color:rgb(238 239 240 \/ 1);--epb-panel-icon-style-size:2px;--epb-panel-icon-style-color:#333333;--epb-panel-icon-style-hover-color:#333333\"><div class=\"epb-panel-icon__inner\"><div class=\"epb-panel-icon__inner-wrapper\"><div class=\"epb-panel-icon__inner--icon\"><i class=\"icon-flame\"><\/i><\/div><\/div><div class=\"epb-panel-icon__inner--content\">\n<p class=\"has-text-color has-link-color wp-elements-c482089c92b7ee27b454f27f7819aa2a\" style=\"color:#00856d;font-size:18px\"><strong>3. Metabolizable Energy (ME)<\/strong><\/p>\n\n\n\n<div class=\"epb-spacer\" style=\"--epb-space-height-sp:50px;--epb-space-height-tablet:50px;--epb-space-height-pc:15px;--epb-space-width-sp:100%;--epb-space-width-tablet:100%;--epb-space-width-pc:100%;--epb-space-margin-sp:-0px;--epb-space-margin-tablet:-0px;--epb-space-margin-pc:-0px\"><\/div>\n\n\n\n<p>Metabolizable energy is the energy actually available for use by the body. It is calculated by subtracting urinary (and related) energy losses from DE. ME is the most important value for pet food because it reflects the food\u2019s practical energy value and is used for label declarations and feeding calculations.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<p>In pet food labeling and feeding design, ME is the primary metric because it best represents the energy dogs and cats can actually utilize. GE and DE may still be referenced in research or ingredient comparisons, but they are generally not shown on retail pet food labels.<\/p>\n\n\n\n<p>AAFCO also standardizes energy declarations as ME, and if a value is estimated by calculation rather than measured by feeding trials, the label must indicate that it is a calculated estimate.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Types of ME (metabolizable energy) calculation formulas<\/h2>\n\n\n\n<p>A variety of formulas have been used in the pet food industry to calculate ME. Each differs in method, accuracy, and appropriate applications, with its own strengths and limitations. Below are the major approaches.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">General Atwater formula<\/h3>\n\n\n\n<p>The Atwater system was originally developed for human foods. It applies physiological fuel values of approximately 4 kcal\/g for protein, 9 kcal\/g for fat, and 4 kcal\/g for carbohydrates (\u201c4-9-4\u201d).<\/p>\n\n\n\n<p>Because these coefficients assume human digestibility, applying them directly to pet food often yields energy values that are too high. In foods with lower digestibility, the resulting value may approach GE and substantially overestimate usable energy. For this reason, the General Atwater formula is rarely used as-is in modern pet food, and the industry generally relies on the Modified Atwater system instead.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Modified Atwater formula<\/h3>\n\n\n\n<p>The Modified Atwater method was developed for pet food based on measured data and uses lower coefficients than the General Atwater system. Specifically, it uses 3.5 kcal\/g for protein, 8.5 kcal\/g for fat, and 3.5 kcal\/g for carbohydrates.<\/p>\n\n\n\n<p>An example formula for ME (kcal\/kg) is:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">ME (kcal\/kg) =<br>[3.5 \u00d7 (% crude protein) + 8.5 \u00d7 (% crude fat) + 3.5 \u00d7 (% carbohydrate as NFE)] \u00d7 10<\/pre>\n\n\n\n<p>Here, NFE (nitrogen-free extract) is used as a proxy for carbohydrates and is calculated by difference:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">NFE (%) = 100 \u2013 (crude protein + crude fat + crude fiber + moisture + ash)<\/pre>\n\n\n\n<p>For example, if a food contains crude protein 24%, crude fat 15%, and carbohydrate (NFE) 45%, the ME is approximately 3,690 kcal\/kg.<\/p>\n\n\n\n<p>The Modified Atwater method is officially recognized by AAFCO, and when feeding trials are not available, it is accepted as an appropriate way to calculate label ME values.<\/p>\n\n\n\n<p>This method is simple and practical, but it can systematically under- or over-estimate ME depending on digestibility. In highly digestible diets, it tends to underestimate ME, while in low-digestibility, high-fiber diets, it can overestimate ME.<\/p>\n\n\n\n<p class=\"is-style-paragraph__lines-left\"><a href=\"https:\/\/first-reach.org\/en\/tools\/modified_atwater_calculator\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Use the Modified Atwater ME Calculator<\/strong><\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">NRC 2006 formula<\/h3>\n\n\n\n<p>In Nutrient Requirements of Dogs and Cats (NRC, 2006), a more accurate ME prediction approach is presented using a multi-step method. It adjusts for digestibility based on crude fiber and uses different urinary energy corrections for dogs and cats. In simplified form, it proceeds as follows:<\/p>\n\n\n\n<div class=\"epb-panel-icon epb-panel-icon-hover-initial is-style-epb-panel-icon-direction-row is-style-epb-panel-icon-style-none is-style-epb-icon-inner-icon-style-none is-style-epb-icon-inner-content-style-none is-style-epb-icon-inner-label-direction-bottom\" style=\"--epb-panel-icon-padding-top:16px;--epb-panel-icon-padding-right:16px;--epb-panel-icon-padding-bottom:16px;--epb-panel-icon-padding-left:16px;--epb-panel-icon-gap:16px;--epb-panel-icon-inner-icon-justify-self:center;--epb-panel-icon-inner-icon-align-self:center;--epb-panel-icon-inner-icon-size-sp:16px;--epb-panel-icon-inner-icon-size-tablet:16px;--epb-panel-icon-inner-icon-size-pc:32px;--epb-panel-icon-inner-icon-height-width:32px;--epb-panel-icon-inner-icon-border-width:3px;--epb-panel-icon-inner-label-margin-top:4px;--epb-panel-icon-inner-label-margin-right:0px;--epb-panel-icon-inner-label-margin-bottom:0px;--epb-panel-icon-inner-label-margin-left:0px;--epb-panel-icon-inner-label-size-sp:14px;--epb-panel-icon-inner-label-size-tablet:14px;--epb-panel-icon-inner-label-size-pc:14px;--epb-panel-icon-inner-content-style-size:2px;--epb-panel-icon-width-size-sp:100%;--epb-panel-icon-width-size-tablet:100%;--epb-panel-icon-width-size-pc:100%;--epb-panel-icon-border-style:none;--epb-panel-icon-border-width-top:2px;--epb-panel-icon-border-width-bottom:2px;--epb-panel-icon-border-width-left:2px;--epb-panel-icon-border-width-right:2px;--epb-panel-icon-border-radius-top:3px;--epb-panel-icon-border-radius-right:3px;--epb-panel-icon-border-radius-bottom:3px;--epb-panel-icon-border-radius-left:3px;--epb-panel-icon-inner-icon-color:#00856d;--epb-panel-icon-inner-icon-style-color:#333333;--epb-panel-icon-inner-label-color:#333333;--epb-panel-icon-inner-content-style-color:#333333;--epb-panel-icon-inner-text-color:#333333;--epb-panel-icon-inner-background-color:rgb(247 245 240 \/ 1);--epb-panel-icon-border-color:#eeeff0;--epb-panel-icon-inner-icon-hover-color:#333333;--epb-panel-icon-inner-icon-style-hover-color:#333333;--epb-panel-icon-inner-label-hover-color:#333333;--epb-panel-icon-inner-content-style-hover-color:#333333;--epb-panel-icon-inner-text-hover-color:#333333;--epb-panel-icon-border-hover-color:#eeeff0;--epb-panel-icon-inner-background-hover-color:rgb(238 239 240 \/ 1);--epb-shadow-offset-x:0px;--epb-shadow-offset-y:1px;--epb-shadow-blur:3px;--epb-shadow-spread:1px;--epb-shadow-color:rgb(238 239 240 \/ 1);--epb-panel-icon-style-size:2px;--epb-panel-icon-style-color:#333333;--epb-panel-icon-style-hover-color:#333333\"><div class=\"epb-panel-icon__inner\"><div class=\"epb-panel-icon__inner-wrapper\"><div class=\"epb-panel-icon__inner--icon\"><i class=\"\"><\/i><\/div><\/div><div class=\"epb-panel-icon__inner--content\">\n<p class=\"has-text-color has-link-color wp-elements-8f80ab605127e68f7ac056ccc5d88700\" style=\"color:#00856d;font-size:18px\"><strong>Step1. Calculate GE (gross energy)<\/strong><\/p>\n\n\n\n<div class=\"epb-spacer\" style=\"--epb-space-height-sp:50px;--epb-space-height-tablet:50px;--epb-space-height-pc:15px;--epb-space-width-sp:100%;--epb-space-width-tablet:100%;--epb-space-width-pc:100%;--epb-space-margin-sp:-0px;--epb-space-margin-tablet:-0px;--epb-space-margin-pc:-0px\"><\/div>\n\n\n\n<p>Multiply the amounts of crude protein, crude fat, and carbohydrates (carbohydrates + crude fiber) by the following combustion energy coefficients:<\/p>\n\n\n\n<ul class=\"wp-block-list is-style-item__arrow\">\n<li>Carbohydrates + crude fiber: 4.1 kcal\/g<\/li>\n\n\n\n<li>Protein: 5.7 kcal\/g<\/li>\n\n\n\n<li>Fat: 9.4 kcal\/g<\/li>\n<\/ul>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"epb-triangle epb-alignment-center wp-block-emanon-premium-blocks-triangle epb-margin-top__default epb-margin-top__default-sp epb-margin-top__default-tablet\" style=\"--epb-triangle-size-sp:30;--epb-triangle-size-tablet:30;--epb-triangle-size-pc:30;--epb-triangle-background-color:#0c67c9\"><div style=\"--epb-margin-lr-pc:0;--epb-margin-lr-sp:0;--epb-margin-lr-tablet:0\"><div class=\"epb-triangle-bottom is-style-epb-isosceles\"><\/div><\/div><\/div>\n\n\n\n<div class=\"epb-panel-icon epb-panel-icon-hover-initial is-style-epb-panel-icon-direction-row is-style-epb-panel-icon-style-none is-style-epb-icon-inner-icon-style-none is-style-epb-icon-inner-content-style-none is-style-epb-icon-inner-label-direction-bottom\" style=\"--epb-panel-icon-padding-top:16px;--epb-panel-icon-padding-right:16px;--epb-panel-icon-padding-bottom:16px;--epb-panel-icon-padding-left:16px;--epb-panel-icon-gap:16px;--epb-panel-icon-inner-icon-justify-self:center;--epb-panel-icon-inner-icon-align-self:center;--epb-panel-icon-inner-icon-size-sp:16px;--epb-panel-icon-inner-icon-size-tablet:16px;--epb-panel-icon-inner-icon-size-pc:32px;--epb-panel-icon-inner-icon-height-width:32px;--epb-panel-icon-inner-icon-border-width:3px;--epb-panel-icon-inner-label-margin-top:4px;--epb-panel-icon-inner-label-margin-right:0px;--epb-panel-icon-inner-label-margin-bottom:0px;--epb-panel-icon-inner-label-margin-left:0px;--epb-panel-icon-inner-label-size-sp:14px;--epb-panel-icon-inner-label-size-tablet:14px;--epb-panel-icon-inner-label-size-pc:14px;--epb-panel-icon-inner-content-style-size:2px;--epb-panel-icon-width-size-sp:100%;--epb-panel-icon-width-size-tablet:100%;--epb-panel-icon-width-size-pc:100%;--epb-panel-icon-border-style:none;--epb-panel-icon-border-width-top:2px;--epb-panel-icon-border-width-bottom:2px;--epb-panel-icon-border-width-left:2px;--epb-panel-icon-border-width-right:2px;--epb-panel-icon-border-radius-top:3px;--epb-panel-icon-border-radius-right:3px;--epb-panel-icon-border-radius-bottom:3px;--epb-panel-icon-border-radius-left:3px;--epb-panel-icon-inner-icon-color:#00856d;--epb-panel-icon-inner-icon-style-color:#333333;--epb-panel-icon-inner-label-color:#333333;--epb-panel-icon-inner-content-style-color:#333333;--epb-panel-icon-inner-text-color:#333333;--epb-panel-icon-inner-background-color:rgb(247 245 240 \/ 1);--epb-panel-icon-border-color:#eeeff0;--epb-panel-icon-inner-icon-hover-color:#333333;--epb-panel-icon-inner-icon-style-hover-color:#333333;--epb-panel-icon-inner-label-hover-color:#333333;--epb-panel-icon-inner-content-style-hover-color:#333333;--epb-panel-icon-inner-text-hover-color:#333333;--epb-panel-icon-border-hover-color:#eeeff0;--epb-panel-icon-inner-background-hover-color:rgb(238 239 240 \/ 1);--epb-shadow-offset-x:0px;--epb-shadow-offset-y:1px;--epb-shadow-blur:3px;--epb-shadow-spread:1px;--epb-shadow-color:rgb(238 239 240 \/ 1);--epb-panel-icon-style-size:2px;--epb-panel-icon-style-color:#333333;--epb-panel-icon-style-hover-color:#333333\"><div class=\"epb-panel-icon__inner\"><div class=\"epb-panel-icon__inner-wrapper\"><div class=\"epb-panel-icon__inner--icon\"><i class=\"\"><\/i><\/div><\/div><div class=\"epb-panel-icon__inner--content\">\n<p class=\"has-text-color has-link-color wp-elements-84cf55c4b4b386160cb982bfed7d4ce7\" style=\"color:#00856d;font-size:18px\"><strong>Step2. Estimate energy digestibility<\/strong><\/p>\n\n\n\n<div class=\"epb-spacer\" style=\"--epb-space-height-sp:50px;--epb-space-height-tablet:50px;--epb-space-height-pc:15px;--epb-space-width-sp:100%;--epb-space-width-tablet:100%;--epb-space-width-pc:100%;--epb-space-margin-sp:-0px;--epb-space-margin-tablet:-0px;--epb-space-margin-pc:-0px\"><\/div>\n\n\n\n<p>Estimate the fraction of GE that is digested and absorbed:<\/p>\n\n\n\n<p>For dogs:<br>Digestibility (%) = 91.2 \u2013 1.43 \u00d7 (% crude fiber on a dry matter basis)<\/p>\n\n\n\n<p>For cats:<br>Digestibility (%) = 87.9 \u2013 0.88 \u00d7 (% crude fiber on a dry matter basis)<\/p>\n\n\n\n<p>(Dry matter basis, DM)<\/p>\n\n\n\n<p>This reflects the tendency for higher fiber content to reduce digestibility.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"epb-triangle epb-alignment-center wp-block-emanon-premium-blocks-triangle epb-margin-top__default epb-margin-top__default-sp epb-margin-top__default-tablet\" style=\"--epb-triangle-size-sp:30;--epb-triangle-size-tablet:30;--epb-triangle-size-pc:30;--epb-triangle-background-color:#0c67c9\"><div style=\"--epb-margin-lr-pc:0;--epb-margin-lr-sp:0;--epb-margin-lr-tablet:0\"><div class=\"epb-triangle-bottom is-style-epb-isosceles\"><\/div><\/div><\/div>\n\n\n\n<div class=\"epb-panel-icon epb-panel-icon-hover-initial is-style-epb-panel-icon-direction-row is-style-epb-panel-icon-style-none is-style-epb-icon-inner-icon-style-none is-style-epb-icon-inner-content-style-none is-style-epb-icon-inner-label-direction-bottom\" style=\"--epb-panel-icon-padding-top:16px;--epb-panel-icon-padding-right:16px;--epb-panel-icon-padding-bottom:16px;--epb-panel-icon-padding-left:16px;--epb-panel-icon-gap:16px;--epb-panel-icon-inner-icon-justify-self:center;--epb-panel-icon-inner-icon-align-self:center;--epb-panel-icon-inner-icon-size-sp:16px;--epb-panel-icon-inner-icon-size-tablet:16px;--epb-panel-icon-inner-icon-size-pc:32px;--epb-panel-icon-inner-icon-height-width:32px;--epb-panel-icon-inner-icon-border-width:3px;--epb-panel-icon-inner-label-margin-top:4px;--epb-panel-icon-inner-label-margin-right:0px;--epb-panel-icon-inner-label-margin-bottom:0px;--epb-panel-icon-inner-label-margin-left:0px;--epb-panel-icon-inner-label-size-sp:14px;--epb-panel-icon-inner-label-size-tablet:14px;--epb-panel-icon-inner-label-size-pc:14px;--epb-panel-icon-inner-content-style-size:2px;--epb-panel-icon-width-size-sp:100%;--epb-panel-icon-width-size-tablet:100%;--epb-panel-icon-width-size-pc:100%;--epb-panel-icon-border-style:none;--epb-panel-icon-border-width-top:2px;--epb-panel-icon-border-width-bottom:2px;--epb-panel-icon-border-width-left:2px;--epb-panel-icon-border-width-right:2px;--epb-panel-icon-border-radius-top:3px;--epb-panel-icon-border-radius-right:3px;--epb-panel-icon-border-radius-bottom:3px;--epb-panel-icon-border-radius-left:3px;--epb-panel-icon-inner-icon-color:#00856d;--epb-panel-icon-inner-icon-style-color:#333333;--epb-panel-icon-inner-label-color:#333333;--epb-panel-icon-inner-content-style-color:#333333;--epb-panel-icon-inner-text-color:#333333;--epb-panel-icon-inner-background-color:rgb(247 245 240 \/ 1);--epb-panel-icon-border-color:#eeeff0;--epb-panel-icon-inner-icon-hover-color:#333333;--epb-panel-icon-inner-icon-style-hover-color:#333333;--epb-panel-icon-inner-label-hover-color:#333333;--epb-panel-icon-inner-content-style-hover-color:#333333;--epb-panel-icon-inner-text-hover-color:#333333;--epb-panel-icon-border-hover-color:#eeeff0;--epb-panel-icon-inner-background-hover-color:rgb(238 239 240 \/ 1);--epb-shadow-offset-x:0px;--epb-shadow-offset-y:1px;--epb-shadow-blur:3px;--epb-shadow-spread:1px;--epb-shadow-color:rgb(238 239 240 \/ 1);--epb-panel-icon-style-size:2px;--epb-panel-icon-style-color:#333333;--epb-panel-icon-style-hover-color:#333333\"><div class=\"epb-panel-icon__inner\"><div class=\"epb-panel-icon__inner-wrapper\"><div class=\"epb-panel-icon__inner--icon\"><i class=\"\"><\/i><\/div><\/div><div class=\"epb-panel-icon__inner--content\">\n<p class=\"has-text-color has-link-color wp-elements-915b51ff35887abd19aee26ade751798\" style=\"color:#00856d;font-size:18px\"><strong>Step3. Calculate DE (digestible energy)<\/strong><\/p>\n\n\n\n<div class=\"epb-spacer\" style=\"--epb-space-height-sp:50px;--epb-space-height-tablet:50px;--epb-space-height-pc:15px;--epb-space-width-sp:100%;--epb-space-width-tablet:100%;--epb-space-width-pc:100%;--epb-space-margin-sp:-0px;--epb-space-margin-tablet:-0px;--epb-space-margin-pc:-0px\"><\/div>\n\n\n\n<p>DE = GE \u00d7 (digestibility %)<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"epb-triangle epb-alignment-center wp-block-emanon-premium-blocks-triangle epb-margin-top__default epb-margin-top__default-sp epb-margin-top__default-tablet\" style=\"--epb-triangle-size-sp:30;--epb-triangle-size-tablet:30;--epb-triangle-size-pc:30;--epb-triangle-background-color:#0c67c9\"><div style=\"--epb-margin-lr-pc:0;--epb-margin-lr-sp:0;--epb-margin-lr-tablet:0\"><div class=\"epb-triangle-bottom is-style-epb-isosceles\"><\/div><\/div><\/div>\n\n\n\n<div class=\"epb-panel-icon epb-panel-icon-hover-initial is-style-epb-panel-icon-direction-row is-style-epb-panel-icon-style-none is-style-epb-icon-inner-icon-style-none is-style-epb-icon-inner-content-style-none is-style-epb-icon-inner-label-direction-bottom\" style=\"--epb-panel-icon-padding-top:16px;--epb-panel-icon-padding-right:16px;--epb-panel-icon-padding-bottom:16px;--epb-panel-icon-padding-left:16px;--epb-panel-icon-gap:16px;--epb-panel-icon-inner-icon-justify-self:center;--epb-panel-icon-inner-icon-align-self:center;--epb-panel-icon-inner-icon-size-sp:16px;--epb-panel-icon-inner-icon-size-tablet:16px;--epb-panel-icon-inner-icon-size-pc:32px;--epb-panel-icon-inner-icon-height-width:32px;--epb-panel-icon-inner-icon-border-width:3px;--epb-panel-icon-inner-label-margin-top:4px;--epb-panel-icon-inner-label-margin-right:0px;--epb-panel-icon-inner-label-margin-bottom:0px;--epb-panel-icon-inner-label-margin-left:0px;--epb-panel-icon-inner-label-size-sp:14px;--epb-panel-icon-inner-label-size-tablet:14px;--epb-panel-icon-inner-label-size-pc:14px;--epb-panel-icon-inner-content-style-size:2px;--epb-panel-icon-width-size-sp:100%;--epb-panel-icon-width-size-tablet:100%;--epb-panel-icon-width-size-pc:100%;--epb-panel-icon-border-style:none;--epb-panel-icon-border-width-top:2px;--epb-panel-icon-border-width-bottom:2px;--epb-panel-icon-border-width-left:2px;--epb-panel-icon-border-width-right:2px;--epb-panel-icon-border-radius-top:3px;--epb-panel-icon-border-radius-right:3px;--epb-panel-icon-border-radius-bottom:3px;--epb-panel-icon-border-radius-left:3px;--epb-panel-icon-inner-icon-color:#00856d;--epb-panel-icon-inner-icon-style-color:#333333;--epb-panel-icon-inner-label-color:#333333;--epb-panel-icon-inner-content-style-color:#333333;--epb-panel-icon-inner-text-color:#333333;--epb-panel-icon-inner-background-color:rgb(247 245 240 \/ 1);--epb-panel-icon-border-color:#eeeff0;--epb-panel-icon-inner-icon-hover-color:#333333;--epb-panel-icon-inner-icon-style-hover-color:#333333;--epb-panel-icon-inner-label-hover-color:#333333;--epb-panel-icon-inner-content-style-hover-color:#333333;--epb-panel-icon-inner-text-hover-color:#333333;--epb-panel-icon-border-hover-color:#eeeff0;--epb-panel-icon-inner-background-hover-color:rgb(238 239 240 \/ 1);--epb-shadow-offset-x:0px;--epb-shadow-offset-y:1px;--epb-shadow-blur:3px;--epb-shadow-spread:1px;--epb-shadow-color:rgb(238 239 240 \/ 1);--epb-panel-icon-style-size:2px;--epb-panel-icon-style-color:#333333;--epb-panel-icon-style-hover-color:#333333\"><div class=\"epb-panel-icon__inner\"><div class=\"epb-panel-icon__inner-wrapper\"><div class=\"epb-panel-icon__inner--icon\"><i class=\"\"><\/i><\/div><\/div><div class=\"epb-panel-icon__inner--content\">\n<p class=\"has-text-color has-link-color wp-elements-997acbc1f9817d50ac1f003eab5ae933\" style=\"color:#00856d;font-size:18px\"><strong>Step4. Calculate ME (metabolizable energy)<\/strong><\/p>\n\n\n\n<div class=\"epb-spacer\" style=\"--epb-space-height-sp:50px;--epb-space-height-tablet:50px;--epb-space-height-pc:15px;--epb-space-width-sp:100%;--epb-space-width-tablet:100%;--epb-space-width-pc:100%;--epb-space-margin-sp:-0px;--epb-space-margin-tablet:-0px;--epb-space-margin-pc:-0px\"><\/div>\n\n\n\n<p>Subtract urinary energy losses (linked primarily to protein metabolism) from DE:<\/p>\n\n\n\n<p>Dogs: subtract 1.04 \u00d7 (% crude protein)<br>Cats: subtract 0.77 \u00d7 (% crude protein)<\/p>\n\n\n\n<p>Dogs have a larger urinary loss correction, reflecting differences in protein metabolism and nitrogen excretion patterns.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<p>NRC also provides an alternative version that uses total dietary fiber (TDF) rather than crude fiber (CF) when TDF data are available. Because TDF better captures total fiber (including soluble fiber), it can improve predictive accuracy.<\/p>\n\n\n\n<p class=\"is-style-paragraph__lines-left\"><a href=\"https:\/\/first-reach.org\/en\/tools\/nrc-2006-me-calculator\/\" data-type=\"link\" data-id=\"https:\/\/first-reach.org\/tools\/nrc-2006-me-calculator\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Use the NRC 2006 (CF) ME Calculator<\/strong><\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Hall formula<\/h3>\n\n\n\n<p>To further increase accuracy, multivariate regression models have been proposed. A well-known example is the equation developed by Hall et al. (2013), which analyzed 558 feeding trial datasets to create new ME prediction formulas.<\/p>\n\n\n\n<p>A key feature is that GE itself (measured) is included as an explanatory variable. An example form for dog foods is:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">ME (kcal\/kg) =<br>575 + 0.816 \u00d7 GE (kcal\/kg)<br><br>12.08 \u00d7 crude fat (%)<br>\u2013 52.76 \u00d7 crude fiber (%)<br>\u2013 20.61 \u00d7 crude protein (%)<br>\u2013 6.07 \u00d7 moisture (%)<\/pre>\n\n\n\n<p>This is more complex than other methods, but by incorporating measured GE and key compositional factors, it can deliver very high accuracy across diverse formulations.<\/p>\n\n\n\n<p>Hall\u2019s results suggested that the average deviation from measured ME could be reduced to nearly zero. However, due to its complexity and data requirements (including measured GE), it is generally more of an academic model than a practical industry standard at present.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Direct measurement (feeding trials)<\/h3>\n\n\n\n<p>All of the above are estimation methods using analytical composition. ME can also be determined directly, following AAFCO feeding trial protocols.<\/p>\n\n\n\n<p>In this method, animals are fed the diet for a defined period and energy intake and energy losses are measured. Fecal and urinary gross energy are measured (e.g., via bomb calorimetry), and ME is calculated as:<\/p>\n\n\n\n<p>GE \u2013 fecal GE = DE<br>DE \u2013 urinary GE = ME<\/p>\n\n\n\n<p>A simplified approach may measure only DE and then estimate urinary energy losses (e.g., using a correction per gram of digestible protein).<\/p>\n\n\n\n<p>Direct measurement provides the most accurate ME values but is time-consuming and costly. In practice, most products rely on calculated ME, while feeding trials are reserved for special cases (e.g., therapeutic diets, highly unusual formulas, or novel ingredient evaluations).<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">How ME calculation works in practice<\/h2>\n\n\n\n<p>As described above, pet food energy is ultimately expressed as ME. Here is the basic principle of narrowing energy from \u201cpotential\u201d to \u201cusable\u201d:<\/p>\n\n\n\n<ol class=\"epb-timeline\">\n<li class=\"epb-timeline__item is-style-epb-border-solid is-style-epb-number\" style=\"--epb-border-color:#00856d\"><div class=\"epb-timeline__number\" style=\"background-color:#00856d;color:#ffffff\" data-fontweight=\"bold\"><\/div><div class=\"epb-timeline__headline\" style=\"color:#00856d\" data-fontweight=\"normal\"><strong>Identify energy-providing components<\/strong><\/div><div class=\"epb-timeline__body\">\n<pre class=\"wp-block-preformatted\">Carbohydrates (NFE) are typically calculated by difference:<br>NFE (%) = 100 \u2013 (crude protein + crude fat + crude fiber + moisture + ash)<\/pre>\n\n\n\n<p class=\"has-background\" style=\"background-color:#f7f5f0\">From there, you determine protein, fat, and carbohydrate levels per 100 g (or on a dry matter basis if needed).<\/p>\n<\/div><\/li>\n\n\n\n<li class=\"epb-timeline__item is-style-epb-border-solid is-style-epb-number\" style=\"--epb-border-color:#00856d\"><div class=\"epb-timeline__number\" style=\"background-color:#00856d;color:#ffffff\" data-fontweight=\"bold\"><\/div><div class=\"epb-timeline__headline\" style=\"color:#00856d\" data-fontweight=\"normal\"><strong>Calculate GE<\/strong><\/div><div class=\"epb-timeline__body\">\n<p><strong><span class=\"epb-underline-blue\">NRC approach<\/span><\/strong><\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">Protein = 5.7 kcal\/g<br>Fat = 9.4 kcal\/g<br>Carbohydrates + crude fiber = 4.1 kcal\/g<\/pre>\n<\/div><\/li>\n\n\n\n<li class=\"epb-timeline__item is-style-epb-border-solid is-style-epb-number\" style=\"--epb-border-color:#00856d\"><div class=\"epb-timeline__number\" style=\"background-color:#00856d;color:#ffffff\" data-fontweight=\"bold\"><\/div><div class=\"epb-timeline__headline\" style=\"color:#00856d\" data-fontweight=\"normal\"><strong>Estimate DE via digestibility<\/strong><\/div><div class=\"epb-timeline__body\">\n<pre class=\"wp-block-preformatted\">Dogs: Digestibility (%) \u2248 91.2 \u2013 1.43 \u00d7 crude fiber (% DM)<br>Cats: Digestibility (%) \u2248 87.9 \u2013 0.88 \u00d7 crude fiber (% DM)<\/pre>\n<\/div><\/li>\n\n\n\n<li class=\"epb-timeline__item is-style-epb-border-solid is-style-epb-number\" style=\"--epb-border-color:#00856d\"><div class=\"epb-timeline__number\" style=\"background-color:#00856d;color:#ffffff\" data-fontweight=\"bold\"><\/div><div class=\"epb-timeline__headline\" style=\"color:#00856d\" data-fontweight=\"normal\"><strong>Calculate ME by subtracting urinary losses<\/strong><\/div><div class=\"epb-timeline__body\">\n<pre class=\"wp-block-preformatted\">Dogs: ME = DE \u2013 (1.04 \u00d7 % crude protein)<br>Cats: ME = DE \u2013 (0.77 \u00d7 % crude protein)<\/pre>\n<\/div><\/li>\n<\/ol>\n\n\n\n<p>In these calculations, crude fiber is a key variable influencing digestibility, and crude protein strongly affects urinary energy loss corrections.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Worked examples and comparisons<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Example: Modified Atwater<\/h3>\n\n\n\n<ul style=\"background-color:#f7f5f0\" class=\"wp-block-list is-style-item__arrow has-background\">\n<li>Assume a dry food with:<br>Crude protein: 30%<br>Crude fat: 15%<br>Crude fiber: 5%<br>Moisture: 10%<br>Ash: 5%<br>NFE (by difference): 40%<\/li>\n\n\n\n<li>Modified Atwater:<br>Protein: 30 \u00d7 3.5 = 105 kcal\/100 g<br>Fat: 15 \u00d7 8.5 = 127.5 kcal\/100 g<br>NFE: 40 \u00d7 3.5 = 140 kcal\/100 g<\/li>\n\n\n\n<li>Total ME = 372.5 kcal\/100 g = 3,725 kcal\/kg<\/li>\n<\/ul>\n\n\n\n<p>This simplicity is the main advantage of Modified Atwater. However, because it does not explicitly adjust for digestibility differences, it can show systematic bias in extreme formulations\u2014underestimating highly digestible diets and overestimating high-fiber, low-digestibility diets.<\/p>\n\n\n\n<p class=\"is-style-paragraph__lines-left\"><a href=\"https:\/\/first-reach.org\/en\/tools\/modified_atwater_calculator\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Use the Modified Atwater ME Calculator<\/strong><\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Example: NRC 2006 (dog, CF-based)<\/h3>\n\n\n\n<p>Using the same composition:<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Step 1: GE<\/h4>\n\n\n\n<ul style=\"background-color:#f7f5f0\" class=\"wp-block-list is-style-item__arrow has-background\">\n<li>Protein: 30 \u00d7 5.7 = 171 kcal\/100 g<\/li>\n\n\n\n<li>Fat: 15 \u00d7 9.4 = 141 kcal\/100 g<\/li>\n\n\n\n<li>NFE + fiber: (40 + 5) \u00d7 4.1 = 184.5 kcal\/100 g<br><br>GE = 496 kcal\/100 g<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Step 2: Digestibility<\/h4>\n\n\n\n<p class=\"has-background\" style=\"background-color:#f7f5f0\">Crude fiber on DM basis:<br>5 \/ (100 \u2013 10) \u00d7 100 \u2248 5.6% (DM)<br><br>Digestibility \u2248 91.2 \u2013 1.43 \u00d7 5.6<br>\u2248 91.2 \u2013 8.0<br>\u2248 83.2%<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Step 3: DE<\/h4>\n\n\n\n<p class=\"has-background\" style=\"background-color:#f7f5f0\">DE \u2248 496 \u00d7 0.832 \u2248 413 kcal\/100 g<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Step 4: ME<\/h4>\n\n\n\n<ul style=\"background-color:#f7f5f0\" class=\"wp-block-list is-style-item__arrow has-background\">\n<li>Urinary loss correction = 1.04 \u00d7 30 = 31.2 kcal\/100 g<\/li>\n\n\n\n<li>ME \u2248 413 \u2013 31.2 \u2248 382 kcal\/100 g= 3,820 kcal\/kg<\/li>\n<\/ul>\n\n\n\n<p>In this case, the NRC estimate is slightly higher than Modified Atwater.<\/p>\n\n\n\n<p class=\"is-style-paragraph__lines-right\" style=\"font-size:18px\"><strong><span class=\"epb-underline\">High-fiber dry dog food comparison<\/span><\/strong><\/p>\n\n\n\n<p>Assume:<br>NFE: 40%<br>Crude fiber: 10% (\u224811% DM)<br>Crude protein: 25%<br>Crude fat: 10%<br>Moisture: 10%<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Modified Atwater<\/h4>\n\n\n\n<p class=\"has-background\" style=\"background-color:#f7f5f0\">ME \u2248 (25\u00d73.5 + 10\u00d78.5 + 40\u00d73.5)\u00d710<br>= 3,125 kcal\/kg<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">NRC 2006 (dog, CF-based):<\/h4>\n\n\n\n<p class=\"has-background\" style=\"background-color:#f7f5f0\">GE = (25\u00d75.7) + (10\u00d79.4) + (50\u00d74.1)<br>= 441.5 kcal\/100 g<br><br>Digestibility = 91.2 \u2013 1.43\u00d711<br>= 75.31%<br><br>DE = 441.5 \u00d7 0.7531<br>\u2248 332.5 kcal\/100 g<br><br>ME = 332.5 \u2013 (1.04\u00d725)<br>= 332.5 \u2013 26<br>= 306.5 kcal\/100 g<br>= 3,065 kcal\/kg<\/p>\n\n\n\n<p>Here, the difference is about 60 kcal\/kg. The key point is that NRC explicitly incorporates fiber-driven digestibility reduction, while Modified Atwater does not.<\/p>\n\n\n\n<p class=\"is-style-paragraph__lines-left\"><a href=\"https:\/\/first-reach.org\/en\/tools\/nrc-2006-me-calculator\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Use the NRC 2006 (CF) ME Calculator<\/strong><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Fiber and calculation accuracy<\/h2>\n\n\n\n<p>Fiber is a major factor affecting ME prediction accuracy. Fiber is less digestible and contributes relatively little energy, so higher fiber generally lowers ME. However, how \u201cfiber\u201d is measured and what type of fiber it is can materially change energy outcomes.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Crude fiber vs total dietary fiber<\/h3>\n\n\n\n<p>Crude fiber (CF) typically represents mostly insoluble fiber components captured by traditional chemical analysis, and it tends to miss many soluble fibers (pectins, gums, inulin, etc.). As a result, CF can underestimate total fiber content, especially in diets high in soluble fiber.<\/p>\n\n\n\n<p>Total dietary fiber (TDF) includes both soluble and insoluble fiber and can provide a more realistic measure of total fiber. Because TDF better reflects actual fiber load, prediction formulas using TDF (such as NRC 2006 TDF-based equations) generally perform better.<\/p>\n\n\n\n<p>TDF analysis is more complex and costly, and it is not commonly reported on commercial pet foods. However, when accurate energy prediction is critical\u2014especially for high-fiber formulas\u2014measuring TDF can materially improve estimation quality.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Practical cautions for high-fiber diets<\/h3>\n\n\n\n<p>In weight management diets and other high-fiber products, reliance on crude fiber alone can lead to larger estimation errors:<\/p>\n\n\n\n<ul class=\"wp-block-list is-style-item__checkmark has-dark-white-background-color has-background\">\n<li>If a diet contains substantial soluble, fermentable fiber, crude fiber may miss much of it. Some fermentable fibers are partially converted into short-chain fatty acids and can contribute energy. In such cases, calculations based only on crude fiber may underestimate ME.<\/li>\n\n\n\n<li>If a diet is high in insoluble, poorly fermentable fiber, Modified Atwater can overestimate ME because it does not adjust for digestibility reduction.<\/li>\n<\/ul>\n\n\n\n<p>FEDIAF has also cautioned that in certain high-fiber dog foods (e.g., where crude fiber on a dry matter basis is high and fermentability is high), prediction formulas may underestimate energy density.<\/p>\n\n\n\n<p>For product developers, the key is to understand the fiber profile of the formulation and choose calculation methods accordingly. If possible, measure TDF and apply NRC TDF-based methods; at minimum, apply conservative assumptions and verify energy values where risk is high.<\/p>\n\n\n\n<div class=\"epb-linkcard is-style-epb-radius__0 is-style-epb-hover__floating wp-block-emanon-premium-blocks-linkcard epb-margin-top__default epb-margin-top__default-sp epb-margin-top__default-tablet\" style=\"--epb-linkcard-arrow-size:16px\"><div class=\"epb-linkcard_label icon-edit\" data-fontweight=\"normal\" style=\"font-size:12px;letter-spacing:0.15em\">Related article<\/div><a class=\"epb-linkcard_link\" href=\"https:\/\/first-reach.org\/en\/contents\/contents\/fiber-in-dog-foods\/\" target=\"_blank\" rel=\"noopener noreferrer\"><div class=\"epb-linkcard_inner epb-arrow-effect-right is-style-epb-arrow__01\" style=\"padding-top:16px;padding-bottom:16px;padding-left:24px;border-style:solid;border-top-width:2px;border-bottom-width:2px;border-left-width:2px;border-right-width:2px;border-color:#e5e7e8\"><div class=\"epb-linkcard_heading\"><div class=\"epb-linkcard_title\" data-fontweight=\"normal\" style=\"--epb-title-font-sp:16px;--epb-title-font-tablet:16px;--epb-title-font-pc:16px;letter-spacing:0.04em;color:#333333\">The Role and Benefits of Dietary Fiber in Dog Food<\/div><\/div><\/div><\/a><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Practical guide for choosing methods<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">United States (AAFCO)<\/h3>\n\n\n\n<p>In the U.S., calorie content labeling is required. AAFCO recognizes two approaches:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>calculated ME using the Modified Atwater method, and<\/li>\n\n\n\n<li>measured ME via feeding trials.<\/li>\n<\/ol>\n\n\n\n<p>Most manufacturers use the calculated approach due to speed and cost. However, because calculated values can deviate in extreme formulations (notably high-fiber diets), developers should consider appropriate safety margins, and potentially conduct measurement trials for special products.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Europe (FEDIAF)<\/h3>\n\n\n\n<p>In Europe, FEDIAF recommends methods aligned with NRC 2006, and an EU standard (EN 16967:2017) has established ME prediction equations for dog and cat foods. The standard is generally based on NRC-style approaches and includes notes regarding high-fiber diets.<\/p>\n\n\n\n<p>For products intended for the European market, using the FEDIAF-recommended method as a baseline is typically required for both labeling and feeding guideline design.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Dry vs wet foods<\/h3>\n\n\n\n<p>The same principles apply to dry and wet foods, but wet foods have lower energy density due to higher moisture content. As a result, analytical variability can have a larger impact on calculated ME.<\/p>\n\n\n\n<p>In particular, guaranteed analysis values on labels often represent minimums and maximums rather than typical values. Using such label numbers directly for calculation can produce inaccurate results. Developers should use representative \u201ctypical\u201d values (average composition data) and, when appropriate, convert to a dry matter basis before calculating.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Labeling and feeding guideline design<\/h3>\n\n\n\n<p>Energy formulas are mainly used in two operational areas:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>calorie labeling, and<\/li>\n\n\n\n<li>feeding guide development.<\/li>\n<\/ol>\n\n\n\n<p>AAFCO labeling typically requires declaring ME (kcal\/kg) and also a common unit such as kcal per cup or per can. If the value is calculated rather than measured, it should be identified as a calculated estimate.<\/p>\n\n\n\n<p>For feeding guidelines, daily energy requirements (DER) are calculated for the target animal and then divided by product ME to determine grams per day. Therefore, if ME is over- or underestimated, feeding recommendations will be inaccurate.<\/p>\n\n\n\n<p>This is especially critical for \u201clight\u201d or low-calorie products, where maximum energy density thresholds may apply depending on claim and category, and where accurate design and labeling are closely tied to regulatory compliance and consumer trust.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion: calorie calculation is the foundation of product design<\/h2>\n\n\n\n<p>This article has explained pet food calorie calculation formulas from fundamentals through major models, calculation steps, and practical points for real-world use. For product developers, the value of mastering these tools is enormous.<\/p>\n\n\n\n<p>Accurate energy calculation is the foundation of product design that supports pet health. By applying the right formula appropriately, developers can tune energy density to the desired target while maintaining balanced nutrition and meeting specific product goals (weight management, growth, senior support, and more).<\/p>\n\n\n\n<p>In manufacturing and quality control, energy calculations also support monitoring of ingredient variability and batch-to-batch consistency, and help guide formula adjustments when needed.<\/p>\n\n\n\n<p>In marketing, energy values grounded in robust calculation and verification provide stronger support for claims such as \u201clower calorie design\u201d or \u201chigh-energy nutrition,\u201d improving credibility with both consumers and professionals.<\/p>\n\n\n\n<p>Finally, it is important to remember that formulas are tools\u2014no single equation is universally perfect. The key is to choose and use methods based on formulation characteristics and the required level of accuracy.<\/p>\n\n\n\n<p>Developers should keep up with scientific and regulatory guidance (from AAFCO, NRC, FEDIAF, and related bodies) and continuously reflect updated knowledge in product design. Deep understanding and practical application of energy calculation formulas are a defining pillar of professionalism in pet food development.<\/p>\n\n\n\n<div class=\"epb-linkcard is-style-epb-radius__0 is-style-epb-hover__floating wp-block-emanon-premium-blocks-linkcard epb-margin-top__default epb-margin-top__default-sp epb-margin-top__default-tablet\" style=\"--epb-linkcard-arrow-size:16px\"><div class=\"epb-linkcard_label icon-edit\" data-fontweight=\"normal\" style=\"font-size:12px;letter-spacing:0.15em\">Related article<\/div><a class=\"epb-linkcard_link\" href=\"https:\/\/first-reach.org\/en\/contents\/contents\/importance-of-digestible-dog-food\/\" target=\"_blank\" rel=\"noopener noreferrer\"><div class=\"epb-linkcard_inner epb-arrow-effect-right is-style-epb-arrow__01\" style=\"padding-top:16px;padding-bottom:16px;padding-left:24px;border-style:solid;border-top-width:2px;border-bottom-width:2px;border-left-width:2px;border-right-width:2px;border-color:#e5e7e8\"><div class=\"epb-linkcard_heading\"><div class=\"epb-linkcard_title\" data-fontweight=\"normal\" style=\"--epb-title-font-sp:16px;--epb-title-font-tablet:16px;--epb-title-font-pc:16px;letter-spacing:0.04em;color:#333333\">Why It Is Important to Develop Highly Digestible Dog Food for Dogs<\/div><\/div><\/div><\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Calorie (energy) information shown on pet food packaging is essential for determining appropriate feeding amounts. Feeding neither too much nor too little directly supports the long-term health of dogs and cats, and many countries are moving toward mandatory calorie labeling. For example, in the United States, revisions to AAFCO (Association of American Feed Control Officials) [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":42257,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-42246","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-foreign-trade-compliance"],"_links":{"self":[{"href":"https:\/\/first-reach.org\/en\/wp-json\/wp\/v2\/posts\/42246","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/first-reach.org\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/first-reach.org\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/first-reach.org\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/first-reach.org\/en\/wp-json\/wp\/v2\/comments?post=42246"}],"version-history":[{"count":24,"href":"https:\/\/first-reach.org\/en\/wp-json\/wp\/v2\/posts\/42246\/revisions"}],"predecessor-version":[{"id":48122,"href":"https:\/\/first-reach.org\/en\/wp-json\/wp\/v2\/posts\/42246\/revisions\/48122"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/first-reach.org\/en\/wp-json\/wp\/v2\/media\/42257"}],"wp:attachment":[{"href":"https:\/\/first-reach.org\/en\/wp-json\/wp\/v2\/media?parent=42246"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/first-reach.org\/en\/wp-json\/wp\/v2\/categories?post=42246"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/first-reach.org\/en\/wp-json\/wp\/v2\/tags?post=42246"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}