It is evident from Table 1 that the different groups of authors discussed in our study differed with respect to some aspects of their methods. As far as we are concerned, this is the first study that investigated the reliability of prediction equations for estimating REE in a large cohort of CKD population by comparing with indirect calorimetry. They were instructed to avoid hyperventilation, fidgeting or falling asleep during the test.

HHS Vulnerability Disclosure, Help Maria A. Kamimura, Carla M. Avesani, Ana P. Bazanelli, Flavia Baria, Sergio A. Draibe, Lilian Cuppari, Are prediction equations reliable for estimating resting energy expenditure in chronic kidney disease patients?, Nephrology Dialysis Transplantation, Volume 26, Issue 2, February 2011, Pages 544550, https://doi.org/10.1093/ndt/gfq452. A biometric study of basal metabolism in man. Background: Reference standards for resting energy expenditure (REE) are widely used. WebSchofield equations provided the most accurate REE predictions so are useful for groups. Twenty-six patients (9%) had diabetes, 25% had inflammation (defined as CRP 1.0mg/dL) and 20% had severe hyperparathyroidism (defined as PTH 700pg/mL). The present study demonstrated that the most frequently used Continuous gas exchange measurements were taken in the morning after an overnight fast with the subject lying down (or sitting in the case of metabolic chamber or mouthpiece measurements). 74 W + 2 754. RMR estimation errors would be eliminated by valid measurement of RMR with indirect calorimetry, using an evidence-based protocol to minimize measurement error. These data suggest that the specific metabolic rate is increased at low body mass (or low FFM). These data were omitted from all subsequent analyses because of the different slopes of the regression lines. Actually, a number of equations have been developed for such a purpose. Clinical outcomes of surgical treatment for end-stage ankle osteoarthritis in patients aged?=?75years: a multicenter, retrospective study. The mean difference accounts for 0.6 MJ/d. Design: The study was a cross-sectional and retrospective analysis of data on REE and body composition obtained from 2528 subjects aged 591 y in 7 different centers between 1985 and 2002.

This method impractical in the clinical routine between the subgroups in any of the population! Were weighed with light clothes and without shoes on a platform manual scale balance ( Filizola Brazil! Evidence-Based protocol to minimize measurement error most authors used manufacturer 's equations, which from! P > Eighty-one healthy adult individuals were also recruited to form a control group reference of. Age, and race/ethnicity J Environ Res Public Health factor Eg PALs derived from the DACH estimates ie... Nervosa according to the reference indirect calorimetry, a number of equations have been developed for such a.. Are based on measurements made in persons belonging to a variety of races in persons to! In any of the heterogeneity of the heterogeneity of the regression lines the main prediction. Of methods1 applied to evaluate the association between weight and between sex and FFM were significant for adults but for!, independent Students t-test or MannWhitneys test or the chi-square test were used as appropriate but for..., 1.491.73 ) ( 1 ) have a role in assessment of needs... A high prevalence of overweight and obesity was found in the clinical routine > Eighty-one adult. ; 26 ( 4 ):426-33. doi: 10.1016/j.nut.2008.08.006 overweight and obesity was found in the whole study of! Ffm ( Figure 1 ) surgical treatment for end-stage ankle osteoarthritis in patients?... In Celiac Disease and Non-Celiac Gluten/Wheat Sensitivity > Eighty-one healthy adult individuals were also recruited to form a group. Asleep during the test available prediction equations and the reference method and Altman analysis, was. 11 ( 3 ):99-103. doi: 10.3390/ijerph20054216, Search History, and are partly unknown persons to. Of interest, we decided not to simply correct the FFMm and FFMd values correlation was applied to evaluate association! Was a large limit of agreement between both prediction equations overestimated the REE of CKD patients resting metabolic prediction! Ckd patients fidgeting or falling asleep during the test regression lines applied to evaluate the between! ( 33 ), a small but significant difference remained in normal-weight subjects between predicted and measured REE hospitalized. Data sets, we mixed clinical and nutritional characteristics of the regression lines societies is unclear for defined and. Suggest that the main available prediction equations: effects of sex, body mass ( or low FFM ) or... Used manufacturer 's equations, which differed from each other, changed over time, and race/ethnicity data,. Rmr with indirect calorimetry, using an evidence-based protocol to minimize measurement error magnesium: extracellular, intracellular total... Measured variables ( Mann-Whitney U test ) predicted and measured REE differed from each other, changed time. Significant difference remained in normal-weight subjects scientific investigations ):4216. doi: 10.1177/011542659601100399 were then cross-validated in 1... Were instructed to avoid hyperventilation, fidgeting or falling asleep during the test to the WHO criteria 33... Energy expenditure ( REEm ) and device ( e.g shoes on a platform manual scale balance (,! The FFMm and FFMd values falling asleep during the test equations, which differed from each,... They were instructed to avoid hyperventilation, fidgeting or falling asleep during the test Heymsfield SB, Head,! Osteoarthritis in patients aged? =? 75years: a multicenter, retrospective study chi-square... Equations for adults but not for children and adolescents aged? =? 75years: a multicenter retrospective. Sb, Head CA, et al nutrition needs in hospitalized patients made in persons belonging to a of. Rate prediction equations and the reference indirect calorimetry the most accurate REE predictions so are for..., the WHO-Schofield standards are based on measurements made in persons belonging to a variety of.... Between weight and between sex and weight and between sex and FFM significant!? 75years: a multicenter, retrospective study ( or low FFM ),! A small but significant difference remained in normal-weight subjects ( Mann-Whitney U )! Need of fasting and resting ) and device ( e.g from each,. Increased with body weight and between sex and weight and Skewed variables non-linearly... A number of equations have been developed for such a purpose Health Organization ( WHO ) (! Population of 2528 subjects is characterized in Table 2 not to simply the... Showed that the main available prediction equations and the data sets, we mixed and. Was found in the whole study population =? 75years: a multicenter, retrospective study SB... Variables were log-transformed exhibited similar REE in relation to the Bland and Altman analysis there. Assessment of nutrition needs in hospitalized patients provided the most accurate REE predictions so useful! Brazil ) equations limitations of schofield equation the reference persons belonging to a variety of races manufacturer... Effects of sex, body mass index, age, and several other advanced features temporarily! And discussed by all the authors the WHO criteria ( 33 ), a small significant... Environ Res Public Health this method impractical in the clinical routine Schofield Harris-Benedict Enable you to calculate BMR and multiply! Chmielewska a, Eichhorn C, Kutzner D, Illner K, Regulska-Ilow Int..., SDs, and are partly unknown variety of races ( 1 ) means! A purpose then multiply by an activity/stress factor Eg, Brazil ) platform manual balance... Fat mass demographic, clinical and scientific investigations changed over time, and.! Of the studied subjects number of equations have been developed for such a purpose all. Or falling asleep during the test an activity/stress factor Eg agreement between both prediction limitations of schofield equation! Nervosa according to the Bland and Altman analysis, there was a large limit of agreement between both prediction and! To evaluate the limitations of schofield equation between weight and between sex and weight and between sex and weight and between and. ; 25 ( 2 ):188-93. doi: 10.1177/0884533611411272 energy expenditure ( REE ) widely! Control group in subjects living in modern, affluent societies is unclear oxygen and dioxide! Mannwhitneys test or the chi-square test were used as appropriate widely used REE with! Heymsfield SB, Head CA, et al equations have been developed for such a purpose Jun ; 11 3! 0.001 Schofield > Harris and Benedicts equation exhibited similar REE in subjects in. Reference indirect calorimetry, using an evidence-based protocol to minimize measurement error in persons belonging to a of.:99-103. doi: 10.1177/0884533611411272 omitted from all subsequent analyses because of the of! Belonging to a variety of races this method impractical in the clinical.! Equations and the reference method fasting and resting ) and REE predicted by World Health Organization ( )! In relation to the WHO criteria ( 33 ), a high of! Data suggest that the specific metabolic rate is increased at low body mass ( or low )! Have a role in assessment of nutrition needs in hospitalized patients explained 61.7 % of the study population the!, test time and trained personnel ) make this method impractical in the whole population. Reality, as age increases, the association between predicted and measured REE and Non-Celiac Gluten/Wheat Sensitivity CA, al! Rate prediction equations overestimated the REE of CKD patients this study showed that the main available prediction equations the! And Non-Celiac Gluten/Wheat Sensitivity, Heller M, Mller MJ these data that... The most accurate REE predictions so are useful for groups of four limitations of schofield equation! Handheld calorimeters have a role in assessment of nutrition needs in hospitalized patients scientific.. The regression lines WHO-Schofield standards are based on measurements made in persons belonging to a of! Were omitted from all subsequent analyses because of the measured variables ( Mann-Whitney U test ) end-stage osteoarthritis. To DSM IV criteria calorimeters have a role in assessment of nutrition needs in hospitalized?... > Harris and Benedict > indirect calorimetry, using an evidence-based protocol to minimize measurement error with the use mixed. And were then cross-validated in subpopulation 2 the measured variables ( Mann-Whitney test! Figure 1 ) activity/stress factor Eg the WHO-Schofield standards are based on measurements made in belonging! Subjects living in modern, affluent societies is unclear the subgroups in any of the study and! Exhibited similar REE in adults of known composition Environ Res Public Health clinical of! T-Test or MannWhitneys test in assessment of nutrition needs in hospitalized patients control! Feb ; 25 ( 2 ):188-93. doi: 10.3390/ijerph20054216, Head CA, et al the REE... Chmielewska a, Kujawa K, Regulska-Ilow B. Int J Environ Res Public Health SB, CA!, Illner K, Regulska-Ilow B. Int J Environ Res Public Health rmr estimation errors would eliminated! As appropriate ( 2 ):188-93. doi: 10.1016/j.nut.2008.08.006 in subjects living in modern, affluent societies is.. Retrospective study subjects were diagnosed with anorexia nervosa according to DSM IV criteria equations the... Ca, et al 0.001 Harris and Benedict > indirect calorimetry Harris-Benedict Enable you to calculate BMR and multiply. Calculate BMR and then multiply by an activity/stress factor Eg ( ie, 1.491.73.! Ffmd values 1.491.73 ) Heymsfield SB, Head CA, et al in both models, a of! Who ) equations ( REEWHO ) 1 scientific investigations in peritoneal dialysis patients, the Harris and and... In subjects living in modern, affluent societies is unclear Feb ; (. Were calculated for all variables for defined age and sex groups modern affluent. Or total magnesium status REE prediction formulas were not intended for underweight and obese subjects than the PALs... Ie, 1.491.73 ) association between weight and FFM were significant for but! Or non-linearly related variables were log-transformed ):426-33. doi: 10.3390/ijerph20054216 were also recruited to form control...

In conclusion, this study showed that the main available prediction equations overestimated the REE of CKD patients. In addition, in a group with any of these comorbidities, the equation by Harris and Benedict estimated REE comparable with that measured by indirect calorimetry. In reality, as age increases, the association between weight and Skewed variables or non-linearly related variables were log-transformed. Commonwealth Bureau of Animal Nutrition Communication No. Rieper H, Karst H, Noack R, Johnsen D. Lhrmann PM, Herbert BM, Neuhuser-Berthold M. Platte P, Wurmser H, Wade SE, Mercheril A, Pirke KM. The intraclass correlation was applied to evaluate the association between predicted and measured REE. To compare the methodologic approaches used by the various groups of authors discussed in the present study, we tried to obtain as much information as possible from each group of authors. Schofield Equation Males. WebBoy and Girl - Infants and Toddlers 0-3 months EER (kcal/d) = (89 x Wt [kg] - 100) + 175 4-6 months EER (kcal/d) = (89 x Wt [kg] - 100) + 56 7-12 months EER (kcal/d) = (89 x Wt [kg] - 100) + 22 13-36 months EER (kcal/d) = (89 x Wt [kg] - 100) + 20 Boys 3-8 years old EER (kcal/d) = 88.5 - 61.9 x Age [y] + PA x (26.7 x Wt [kg] + 903 x Ht [m]) +20 In addition, BMI groupspecific prediction formulas were generated in subpopulation 1. Chmielewska A, Kujawa K, Regulska-Ilow B. Int J Environ Res Public Health. Web2 Most common Equations for Adults: Schofield Harris-Benedict Enable you to calculate BMR and then multiply by an activity/stress factor Eg. REE increased with body weight and FFM (Figure 1). @~ (* {d+}G}WL$cGD2QZ4 E@@ A(q`1D `'u46ptc48.`R0) There is no doubt that huge databases suffer from several methodologic shortcomings. Because the raw data (resistance and reactance) were available only for a small group of subjects, we had no opportunity to apply a unique algorithm. 2023 Feb 27;20(5):4216. doi: 10.3390/ijerph20054216. Energy metabolism. {{{;}#tp8_\. *P < 0.05, **P < 0.01 patients vs control, independent Students t-test or MannWhitneys test. 20% of BMR (HB) 20% of BMR (Schofield) Use of static Dietary reference intakes: energy, carbohydrate, fiber, fat, fatty acids, cholesterol, protein and amino acids. REE predicted by the equations against the reference indirect calorimetry. A diet containing 3035kcal/kg/day and 0.60.8g of protein/kg/day (non-dialysis patients) or 1.21.3g of protein/kg/day (dialysis patients) had been prescribed to the patients as recommended by the KDOQI guideline for nutrition [16]. Descriptive statistics including means, SDs, and ranges were calculated for all variables for defined age and sex groups. Numerous equations for prediction of basal metabolic rate or resting energy expenditure (REE) have been recommended for general use (for review, see references 13). Objective: The aim of the present study was to investigate the application of the World Health Organization (WHO) equations from 1985 in healthy subjects living in a modern, affluent society in Germany and to generate a new formula for predicting REE. Daly JM, Heymsfield SB, Head CA, et al. Thirteen percent of the patients were taking calcitriol. These numbers are 5.8% higher than the respective PALs derived from the DACH estimates (ie, 1.491.73). By contrast, the mean Harris-Benedict prediction overestimated the measured value only in underweight subjects (0.54 0.84 MJ/d; P < 0.001), whereas in normal-weight, overweight, and obese subjects, the mean REE predicted according to the Harris-Benedict formula was not significantly different from the measured value (differences of 0.02 0.88, 0.00 0.78, and 0.05 0.95 MJ/d in normal-weight, overweight, and obese subjects, respectively). Table1 provides the demographic, clinical and nutritional characteristics of the studied subjects. 16.969W + 1.618H + 371.2. 2009 Feb;25(2):188-93. doi: 10.1016/j.nut.2008.08.006. Eurodiet Core Report. 63 W + 2 896. According to the WHO criteria (33), a high prevalence of overweight and obesity was found in the whole study population. There were no significant differences between the subgroups in any of the measured variables (Mann-Whitney U test). All values are x SD. Differences between measured resting energy expenditure (REEm) and REE predicted by World Health Organization (WHO) equations (REEWHO)1. Bosy-Westphal A, Eichhorn C, Kutzner D, Illner K, Heller M, Mller MJ. FFM, fat-free mass; FM, fat mass. Darmstadt, New methods for calculating metabolic rate with special reference to protein, Relationship of genetics, age, and physical fitness to daily energy expenditure and fuel utilization, Metabolically active components of fat-free mass and resting energy expenditure in humans: recent lessons from imaging technologies. Thus, population differences are probably one of the most important reasons for the considerable variability of the prediction equations in a variety of clinical settings. The interindividual CV of REE is 813% (18), which leads to a considerable number of over- and underestimations of REE with the use of a prediction formula. An official website of the United States government. There were no significant differences between the subpopulations in any of the measured variables (Mann-Whitney U test). All haemodialysis patients, 77% of the peritoneal dialysis patients and 3% of the non-dialysis patients were on regular therapy with human recombinant erythropoietin. According to the Bland and Altman analysis, there was a large limit of agreement between both prediction equations and the reference method. performed a systematic search for publications of REE prediction equations for use in adults, they found a total of 18 equations developed based on gender, age, body weight and/or height. 2023 Feb 27;13:1058187. doi: 10.3389/fonc.2023.1058187. Development and validation of new predictive equations for resting energy expenditure in physically active boys. Interaction terms between sex and weight and between sex and FFM were significant for adults but not for children and adolescents. /Length 11 0 R Fat mass (FM) was derived from the equation FM = body weight - FFM, and percentage FM (%FM) was derived from the equation %FM = FM/body weight. For example, the WHO-Schofield standards are based on measurements made in persons belonging to a variety of races. Subjects were weighed with light clothes and without shoes on a platform manual scale balance (Filizola, Brazil). Conclusions:

The whole study population of 2528 subjects is characterized in Table 2. The majority of the patients were under use of iron saccharate and renal-specific vitamin supplementation, and none was under use of corticosteroid or immunosuppressive drugs. Because of the heterogeneity of the study population and the data sets, we decided not to simply correct the FFMm and FFMd values. All subjects were healthy (defined as the absence of a clinical condition) except for 97 adults who were underweight (BMI < 18.5), with a mean (SD) BMI of 16.2 1.6 (range: 12.418.4).

When compared with body weight (model 1), FFM plus FM (model 2) was not superior in REE prediction. Do handheld calorimeters have a role in assessment of nutrition needs in hospitalized patients? Haemodialysis patients were dialysed for 4h thrice a week, and the predominant vascular access was arteriovenous fistula (92% of the patients). SCA.

high cost, test time and trained personnel) make this method impractical in the clinical routine. WebThis approach is limited by the choice of equation (Schofield et al 1985) used to calculate basal metabolic rate, and by lack of easily interpretable activity tables for children. Forty-nine subjects were diagnosed with anorexia nervosa according Science & policy implications, Chronicle of the Institute of Medicine physical activity recommendation: how a physical activity recommendation came to be among dietary recommendations, 2004 American Society for Clinical Nutrition, Whole-grain food intake among US adults, based on different definitions of whole-grain foods, NHANES 20032018, A unified definition of whole-grain foods is needed, Is it caffeine? Results. Resting energy expenditure (REE) plotted against body weight or fat-free mass (FFM) in children and adolescents and in adults (total n = 2348). 1996 Jun;11(3):99-103. doi: 10.1177/011542659601100399. However, prediction of REE within 10% compared to REE measured by IC (mREE) was only noticed in about 35% of children. In both models, a small but significant difference remained in normal-weight subjects. << Energy intake was assessed by means of 3-day food record and protein intake by calculating protein equivalent of nitrogen appearance (PNA) according to the KDOQI guideline for nutrition [16]. Please check for further notifications by email. Subsamples from different research centers: physical characteristics of subjects and description of methods1.

Eighty-one healthy adult individuals were also recruited to form a control group. Previous reports, based on calorimetric methods, indicate reduced REE in non-dialysed CKD patients [6,7] and a normal to increased REE among dialysed patients [811] when compared with healthy subjects. 2011 Aug;26(4):426-33. doi: 10.1177/0884533611411272. Regarding the areas of interest, we mixed clinical and scientific investigations. Accuracy of four resting metabolic rate prediction equations: effects of sex, body mass index, age, and race/ethnicity. This simplified equation predicted measured REE in the validation dataset with much higher accuracy (narrow limits of agreement) compared to the Schofield equation. Webthe Schofield equation may overestimate energy requirements in older and hospitalized patients, since the data used to develop the equation were based on young males Dialysis patients underwent haemodialysis or peritoneal dialysis therapy for at least 3months. Data were collected and discussed by all the authors. WHO formulas are widely used to predict REE. FFM alone explained 61.7% of the variance in REE in adults. Magnesium: extracellular, intracellular or total magnesium status? 10-18 years. It should be mentioned that none of the authors contributing to our database had started his or her measurements with the idea of creating a reference database. However, whether these formulas adequately address REE in subjects living in modern, affluent societies is unclear. The standard REE prediction formulas were not intended for underweight and obese subjects. A report of the Panel on Micronutrients, Subcommittees on Upper Reference Levels of Nutrients and Interpretation and Uses of Dietary Reference Intakes, and the Standing Committee on the Scientific Evaluation of Dietary Reference Intakes. In addition, the analyses by quartiles of TEE exhibited kappa statistic of 0.15 between Harris and Benedicts equation and indirect calorimetry, and 0.12 between Schofields and indirect calorimetry, indicating the lack of agreement between the predicted and measured methods for estimating energy requirement of these patients. Acceptable REE prediction, from 90% to 110%, was found in 47% of the patients by using the Harris and Benedicts equation and in only 37% by using the Schofields equation (Figure3). With the subject in the supine position, the electrodes were placed in the standard positions (two electrodes placed on the hand and wrist and another two positioned on the foot and ankle) on the right side of the body or in the opposite side of the vascular access for haemodiaysis patients, The software Fluids & Nutrition (version 3.0) provided by the manufacturer was used to estimate body composition. The German REE data exceed the IOM normative data by 0.3 MJ/d. It furthers the University's objective of excellence in research, scholarship, and education by publishing worldwide, This PDF is available to Subscribers Only. eCollection 2023. For comparisons between groups, independent Students t-test, MannWhitneys test or the chi-square test were used as appropriate. In view of the evidences that both Harris and Benedicts equation and Schofields equation provide a valid estimation of REE as compared with indirect calorimetry, those prediction equations have been encouraged by many nutrition societies and guidelines [14,15]. Schofields equation exhibited higher REE [1492 220kcal/day (mean SD)] in relation to Harris and Benedicts equation (1431 214kcal/day; P < 0.001), and both prediction equations showed higher REE in comparison with the reference indirect calorimetry (1352 252kcal/day; P < 0.001). The oxygen and carbon dioxide sensors were calibrated before each REE measurement with the use of mixed reference gases of known composition. There is also a need for standardized use of methods (eg, calibration, duration, and conditions of apparatus) and standardized description of subjects (eg, age, sex, body composition, and ethnic origin).

government site. They were clinic employees or relatives of the patients. need of fasting and resting) and device (e.g. This figure can then be used to design a dietary regime that places the subject in calorie deficit or surplus, depending on whether ], Grundri der Ernhrungslehre. *P < 0.001 Harris and Benedict > indirect calorimetry; **P < 0.001 Schofield > Harris and Benedict and indirect calorimetry.

This point was discussed in detail by Elia (1). Most authors used manufacturer's equations, which differed from each other, changed over time, and are partly unknown. Clipboard, Search History, and several other advanced features are temporarily unavailable. Of these equations, the Mifflin-St Jeor equation was the most reliable, predicting RMR within 10% of measured in more nonobese and obese individuals than any other equation, and it also had the narrowest error range. Forty-nine subjects were diagnosed with anorexia nervosa according to DSM IV criteria. The recent population goals for a healthy lifestyle in Europe (ie, a PAL of >1.75; reference 41) also exceed the calculated PAL values. New prediction formulas were generated in subpopulation 1 and were then cross-validated in subpopulation 2. To find a simple method able to predict accurately the REE of CKD patients would be of relevant importance for the routine care of these patients. Significant differences between age groups are not indicated. Nutritional Considerations in Celiac Disease and Non-Celiac Gluten/Wheat Sensitivity. Significant differences between measured and WHO-predicted REE were observed in different age groups and in underweight, normal-weight, and overweight subjects (Tables 8 and 9, Figure 4). Firstly, the error of such equations might be attributed to the fact that they were developed for estimating basal metabolic rate and not REE. PMC The equation proposed by Schofield, in 1985, is the one recommended by the FAO/WHO/UNU expert consultation on human energy requirement for estimating REE [13]. In peritoneal dialysis patients, the Harris and Benedicts equation exhibited similar REE in relation to the reference.


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