Skip to main content
Top
Published in: Clinical Pharmacokinetics 12/2016

Open Access 01-12-2016 | Original Research Article

Development of a Whole-Body Physiologically Based Pharmacokinetic Approach to Assess the Pharmacokinetics of Drugs in Elderly Individuals

Authors: Jan-Frederik Schlender, Michaela Meyer, Kirstin Thelen, Markus Krauss, Stefan Willmann, Thomas Eissing, Ulrich Jaehde

Published in: Clinical Pharmacokinetics | Issue 12/2016

Login to get access

Abstract

Background

Because of the vulnerability and frailty of elderly adults, clinical drug development has traditionally been biased towards young and middle-aged adults. Recent efforts have begun to incorporate data from paediatric investigations. Nevertheless, the elderly often remain underrepresented in clinical trials, even though persons aged 65 years and older receive the majority of drug prescriptions. Consequently, a knowledge gap exists with regard to pharmacokinetic (PK) and pharmacodynamic (PD) responses in elderly subjects, leaving the safety and efficacy of medicines for this population unclear.

Objectives

The goal of this study was to extend a physiologically based pharmacokinetic (PBPK) model for adults to encompass the full course of healthy aging through to the age of 100 years, to support dose selection and improve pharmacotherapy for the elderly age group.

Methods

For parameterization of the PBPK model for healthy aging individuals, the literature was scanned for anthropometric and physiological data, which were consolidated and incorporated into the PBPK software PK-Sim®. Age-related changes that occur from 65 to 100 years of age were the main focus of this work. For a sound and continuous description of an aging human, data on anatomical and physiological changes ranging from early adulthood to old age were included. The capability of the PBPK approach to predict distribution and elimination of drugs was verified using the test compounds morphine and furosemide, administered intravenously. Both are cleared by a single elimination pathway. PK parameters for the two compounds in younger adults and elderly individuals were obtained from the literature. Matching virtual populations—with regard to age, sex, anthropometric measures and dosage—were generated. Profiles of plasma drug concentrations over time, volume of distribution at steady state (V ss) values and elimination half-life (t ½) values from the literature were compared with those predicted by PBPK simulations for both younger adults and the elderly.

Results

For most organs, the age-dependent information gathered in the extensive literature analysis was dense. In contrast, with respect to blood flow, the literature study produced only sparse data for several tissues, and in these cases, linear regression was required to capture the entire elderly age range. On the basis of age-informed physiology, the predicted PK profiles described age-associated trends well. The root mean squared prediction error for the prediction of plasma concentrations of furosemide and morphine in the elderly were improved by 32 and 49 %, respectively, by use of age-informed physiology. The majority of the individual V ss and t ½ values for the two model compounds, furosemide and morphine, were well predicted in the elderly population, except for long furosemide half-lifes.

Conclusion

The results of this study support the feasibility of using a knowledge-driven PBPK aging model that includes the elderly to predict PK alterations throughout the entire course of aging, and thus to optimize drug therapy in elderly individuals. These results indicate that pharmacotherapy and safety-related control of geriatric drug therapy regimens may be greatly facilitated by the information gained from PBPK predictions.
Appendix
Available only for authorised users
Literature
1.
go back to reference Administration on Aging. A profile of older Americans: 2014. US Department of Health Human Services—Administration for Community Living; 2014. Administration on Aging. A profile of older Americans: 2014. US Department of Health Human Services—Administration for Community Living; 2014.
2.
go back to reference United Nations Department of Economic and Social Affairs. Population ageing and development: ten years after Madrid. Population facts no. 2012/4. New York: United Nations Department of Economic and Social Affairs—Population Division; 2012. United Nations Department of Economic and Social Affairs. Population ageing and development: ten years after Madrid. Population facts no. 2012/4. New York: United Nations Department of Economic and Social Affairs—Population Division; 2012.
4.
5.
go back to reference Hammerlein A, Derendorf H, Lowenthal DT. Pharmacokinetic and pharmacodynamic changes in the elderly. Clinical implications. Clin Pharmacokinet. 1998;35:49–64.PubMedCrossRef Hammerlein A, Derendorf H, Lowenthal DT. Pharmacokinetic and pharmacodynamic changes in the elderly. Clinical implications. Clin Pharmacokinet. 1998;35:49–64.PubMedCrossRef
6.
go back to reference Mangoni AA, Jackson SH. Age-related changes in pharmacokinetics and pharmacodynamics: basic principles and practical applications. Br J Clin Pharmacol. 2004;57:6–14.PubMedPubMedCentralCrossRef Mangoni AA, Jackson SH. Age-related changes in pharmacokinetics and pharmacodynamics: basic principles and practical applications. Br J Clin Pharmacol. 2004;57:6–14.PubMedPubMedCentralCrossRef
7.
go back to reference Diener L, Hugonot-Diener L, Alvino S, Baeyens JP, Bone MP, Chirita D, et al. Guidance synthesis. Medical research for and with older people in Europe: proposed ethical guidance for good clinical practice: ethical considerations. J Nutr Health Aging. 2013;17:625–7.PubMedCrossRef Diener L, Hugonot-Diener L, Alvino S, Baeyens JP, Bone MP, Chirita D, et al. Guidance synthesis. Medical research for and with older people in Europe: proposed ethical guidance for good clinical practice: ethical considerations. J Nutr Health Aging. 2013;17:625–7.PubMedCrossRef
8.
go back to reference Alberighi ODC, Barrett J, Läer S, Meibohm B. Response to “physiologically based pharmacokinetic modeling at the extremes of age”. Clin Pharmacol Therap. 2012;93:149. Alberighi ODC, Barrett J, Läer S, Meibohm B. Response to “physiologically based pharmacokinetic modeling at the extremes of age”. Clin Pharmacol Therap. 2012;93:149.
9.
go back to reference Shepard T, Scott G, Cole S, Nordmark A, Bouzom F. Physiologically based models in regulatory submissions: output from the ABPI/MHRA forum on physiologically based modeling and simulation. CPT Pharmacomet Syst Pharmacol. 2015;4:221.CrossRef Shepard T, Scott G, Cole S, Nordmark A, Bouzom F. Physiologically based models in regulatory submissions: output from the ABPI/MHRA forum on physiologically based modeling and simulation. CPT Pharmacomet Syst Pharmacol. 2015;4:221.CrossRef
10.
go back to reference Edginton AN, Schmitt W, Willmann S. Development and evaluation of a generic physiologically based pharmacokinetic model for children. Clin Pharmacokinet. 2006;45:1013–34.PubMedCrossRef Edginton AN, Schmitt W, Willmann S. Development and evaluation of a generic physiologically based pharmacokinetic model for children. Clin Pharmacokinet. 2006;45:1013–34.PubMedCrossRef
11.
go back to reference Jiang XL, Zhao P, Barrett JS, Lesko LJ, Schmidt S. Application of physiologically based pharmacokinetic modeling to predict acetaminophen metabolism and pharmacokinetics in children. CPT Pharmacomet Syst Pharmacol. 2013;2:e80.CrossRef Jiang XL, Zhao P, Barrett JS, Lesko LJ, Schmidt S. Application of physiologically based pharmacokinetic modeling to predict acetaminophen metabolism and pharmacokinetics in children. CPT Pharmacomet Syst Pharmacol. 2013;2:e80.CrossRef
12.
go back to reference Abduljalil K, Furness P, Johnson TN, Rostami-Hodjegan A, Soltani H. Anatomical, physiological and metabolic changes with gestational age during normal pregnancy: a database for parameters required in physiologically based pharmacokinetic modelling. Clin Pharmacokinet. 2012;51:365–96.PubMedCrossRef Abduljalil K, Furness P, Johnson TN, Rostami-Hodjegan A, Soltani H. Anatomical, physiological and metabolic changes with gestational age during normal pregnancy: a database for parameters required in physiologically based pharmacokinetic modelling. Clin Pharmacokinet. 2012;51:365–96.PubMedCrossRef
13.
go back to reference Xia B, Heimbach T, Gollen R, Nanavati C, He H. A simplified PBPK modeling approach for prediction of pharmacokinetics of four primarily renally excreted and CYP3A metabolized compounds during pregnancy. AAPS J. 2013;15:1012–24.PubMedPubMedCentralCrossRef Xia B, Heimbach T, Gollen R, Nanavati C, He H. A simplified PBPK modeling approach for prediction of pharmacokinetics of four primarily renally excreted and CYP3A metabolized compounds during pregnancy. AAPS J. 2013;15:1012–24.PubMedPubMedCentralCrossRef
14.
go back to reference Edginton AN, Willmann S. Physiology-based simulations of a pathological condition: prediction of pharmacokinetics in patients with liver cirrhosis. Clin Pharmacokinet. 2008;47:743–52.PubMedCrossRef Edginton AN, Willmann S. Physiology-based simulations of a pathological condition: prediction of pharmacokinetics in patients with liver cirrhosis. Clin Pharmacokinet. 2008;47:743–52.PubMedCrossRef
15.
go back to reference Johnson TN, Boussery K, Rowland-Yeo K, Tucker GT, Rostami-Hodjegan A. A semi-mechanistic model to predict the effects of liver cirrhosis on drug clearance. Clin Pharmacokinet. 2010;49:189–206.PubMedCrossRef Johnson TN, Boussery K, Rowland-Yeo K, Tucker GT, Rostami-Hodjegan A. A semi-mechanistic model to predict the effects of liver cirrhosis on drug clearance. Clin Pharmacokinet. 2010;49:189–206.PubMedCrossRef
16.
go back to reference Sinha V, Zhao P, Huang SM, Zineh I. Physiologically based pharmacokinetic modeling: from regulatory science to regulatory policy. Clin Pharmacol Ther. 2014;95:478–80.PubMedCrossRef Sinha V, Zhao P, Huang SM, Zineh I. Physiologically based pharmacokinetic modeling: from regulatory science to regulatory policy. Clin Pharmacol Ther. 2014;95:478–80.PubMedCrossRef
17.
go back to reference Guideline on the evaluation of the pharmacokinetics of medicinal products in patients with impaired hepatic function. European Medicines Agency—Committee for Medicinal Products for Human Use. London; 2005. Guideline on the evaluation of the pharmacokinetics of medicinal products in patients with impaired hepatic function. European Medicines Agency—Committee for Medicinal Products for Human Use. London; 2005.
18.
go back to reference Polasek TM, Patel F, Jensen BP, Sorich MJ, Wiese MD, Doogue MP. Predicted metabolic drug clearance with increasing adult age. Br J Clin Pharmacol. 2013;75:1019–28.PubMedCrossRef Polasek TM, Patel F, Jensen BP, Sorich MJ, Wiese MD, Doogue MP. Predicted metabolic drug clearance with increasing adult age. Br J Clin Pharmacol. 2013;75:1019–28.PubMedCrossRef
19.
go back to reference McNally K, Cotton R, Hogg A, Loizou G. PopGen: a virtual human population generator. Toxicology. 2014;315:70–85.PubMedCrossRef McNally K, Cotton R, Hogg A, Loizou G. PopGen: a virtual human population generator. Toxicology. 2014;315:70–85.PubMedCrossRef
20.
go back to reference Thompson CM, Johns DO, Sonawane B, Barton HA, Hattis D, Tardif R, et al. Database for physiologically based pharmacokinetic (PBPK) modeling: physiological data for healthy and health-impaired elderly. J Toxicol Environ Health B Crit Rev. 2009;12:1–24.PubMedCrossRef Thompson CM, Johns DO, Sonawane B, Barton HA, Hattis D, Tardif R, et al. Database for physiologically based pharmacokinetic (PBPK) modeling: physiological data for healthy and health-impaired elderly. J Toxicol Environ Health B Crit Rev. 2009;12:1–24.PubMedCrossRef
21.
go back to reference Saisho Y, Butler AE, Meier JJ, Monchamp T, Allen-Auerbach M, Rizza RA, et al. Pancreas volumes in humans from birth to age one hundred taking into account sex, obesity, and presence of type-2 diabetes. Clin Anat. 2007;20:933–42.PubMedPubMedCentralCrossRef Saisho Y, Butler AE, Meier JJ, Monchamp T, Allen-Auerbach M, Rizza RA, et al. Pancreas volumes in humans from birth to age one hundred taking into account sex, obesity, and presence of type-2 diabetes. Clin Anat. 2007;20:933–42.PubMedPubMedCentralCrossRef
22.
go back to reference de Onis M, Habicht JP. Anthropometric reference data for international use: recommendations from a World Health Organization expert committee. Am J Clin Nutr. 1996;64:650–8.PubMed de Onis M, Habicht JP. Anthropometric reference data for international use: recommendations from a World Health Organization expert committee. Am J Clin Nutr. 1996;64:650–8.PubMed
23.
go back to reference Kawamura H. Development of the Japanese reference man model for age-specific phantoms. Radiat Prot Dosim. 2012;149:28–34.CrossRef Kawamura H. Development of the Japanese reference man model for age-specific phantoms. Radiat Prot Dosim. 2012;149:28–34.CrossRef
24.
go back to reference Willmann S, Hohn K, Edginton A, Sevestre M, Solodenko J, Weiss W, et al. Development of a physiology-based whole-body population model for assessing the influence of individual variability on the pharmacokinetics of drugs. J Pharmacokinet Pharmacodyn. 2007;34:401–31.PubMedCrossRef Willmann S, Hohn K, Edginton A, Sevestre M, Solodenko J, Weiss W, et al. Development of a physiology-based whole-body population model for assessing the influence of individual variability on the pharmacokinetics of drugs. J Pharmacokinet Pharmacodyn. 2007;34:401–31.PubMedCrossRef
25.
go back to reference Valentin J. Basic anatomical and physiological data for use in radiological protection: reference values: ICRP publication 89. Ann ICRP. 2002;32:1–277.CrossRef Valentin J. Basic anatomical and physiological data for use in radiological protection: reference values: ICRP publication 89. Ann ICRP. 2002;32:1–277.CrossRef
26.
go back to reference Avdeef A, Barrett DA, Shaw PN, Knaggs RD, Davis SS. Octanol-, chloroform-, and propylene glycol dipelargonat-water partitioning of morphine-6-glucuronide and other related opiates. J Med Chem. 1996;39:4377–81.PubMedCrossRef Avdeef A, Barrett DA, Shaw PN, Knaggs RD, Davis SS. Octanol-, chloroform-, and propylene glycol dipelargonat-water partitioning of morphine-6-glucuronide and other related opiates. J Med Chem. 1996;39:4377–81.PubMedCrossRef
27.
28.
29.
go back to reference Willmann S, Lippert J, Sevestre M, et al. PK-Sim: a physiologically based pharmacokinetic ‘whole-body’ model. Biosilico. 2003;1:121–4.CrossRef Willmann S, Lippert J, Sevestre M, et al. PK-Sim: a physiologically based pharmacokinetic ‘whole-body’ model. Biosilico. 2003;1:121–4.CrossRef
30.
go back to reference Willmann S, Lippert J, Schmitt W. From physicochemistry to absorption and distribution: predictive mechanistic modelling and computational tools. Expert Opin Drug Metab Toxicol. 2005;1:159–68.PubMedCrossRef Willmann S, Lippert J, Schmitt W. From physicochemistry to absorption and distribution: predictive mechanistic modelling and computational tools. Expert Opin Drug Metab Toxicol. 2005;1:159–68.PubMedCrossRef
31.
go back to reference Andreasen F, Christensen CK, Jacobsen FK, Jansen J, Mogensen CE, Pedersen OL. The individual variation in pharmacokinetics and pharmacodynamics of furosemide in young normal male subjects. Eur J Clin Invest. 1982;12:247–55.PubMedCrossRef Andreasen F, Christensen CK, Jacobsen FK, Jansen J, Mogensen CE, Pedersen OL. The individual variation in pharmacokinetics and pharmacodynamics of furosemide in young normal male subjects. Eur J Clin Invest. 1982;12:247–55.PubMedCrossRef
32.
go back to reference Tiseo PJ, Thaler HT, Lapin J, Inturrisi CE, Portenoy RK, Foley KM. Morphine-6-glucuronide concentrations and opioid-related side effects: a survey in cancer patients. Pain. 1995;61:47–54.PubMedCrossRef Tiseo PJ, Thaler HT, Lapin J, Inturrisi CE, Portenoy RK, Foley KM. Morphine-6-glucuronide concentrations and opioid-related side effects: a survey in cancer patients. Pain. 1995;61:47–54.PubMedCrossRef
33.
go back to reference Waller ES, Massarella JW, Tomkiw MS, Smith RV, Doluisio JT. Pharmacokinetics of furosemide after three different single oral doses. Biopharm Drug Dispos. 1985;6:109–17.PubMedCrossRef Waller ES, Massarella JW, Tomkiw MS, Smith RV, Doluisio JT. Pharmacokinetics of furosemide after three different single oral doses. Biopharm Drug Dispos. 1985;6:109–17.PubMedCrossRef
34.
go back to reference Ponto LL, Schoenwald RD. Furosemide (frusemide): a pharmacokinetic/pharmacodynamic review (part I). Clin Pharmacokinet. 1990;18:381–408.PubMedCrossRef Ponto LL, Schoenwald RD. Furosemide (frusemide): a pharmacokinetic/pharmacodynamic review (part I). Clin Pharmacokinet. 1990;18:381–408.PubMedCrossRef
35.
go back to reference Perissinotto E, Pisent C, Sergi G, Grigoletto F. Anthropometric measurements in the elderly: age and gender differences. Br J Nutr. 2002;87:177–86.PubMedCrossRef Perissinotto E, Pisent C, Sergi G, Grigoletto F. Anthropometric measurements in the elderly: age and gender differences. Br J Nutr. 2002;87:177–86.PubMedCrossRef
36.
go back to reference Wahren J. Average body weight and correlation weight in relation to age and sex [in German]. Z Morphol Anthropol. 1981;72:65–76.PubMed Wahren J. Average body weight and correlation weight in relation to age and sex [in German]. Z Morphol Anthropol. 1981;72:65–76.PubMed
37.
go back to reference Rea IM, Gillen S, Clarke E. Anthropometric measurements from a cross-sectional survey of community dwelling subjects aged over 90 years of age. Eur J Clin Nutr. 1997;51:102–6.PubMedCrossRef Rea IM, Gillen S, Clarke E. Anthropometric measurements from a cross-sectional survey of community dwelling subjects aged over 90 years of age. Eur J Clin Nutr. 1997;51:102–6.PubMedCrossRef
38.
go back to reference Ravaglia G, Morini P, Forti P, Maioli F, Boschi F, Bernardi M, et al. Anthropometric characteristics of healthy Italian nonagenarians and centenarians. Br J Nutr. 1997;77:9–17.PubMedCrossRef Ravaglia G, Morini P, Forti P, Maioli F, Boschi F, Bernardi M, et al. Anthropometric characteristics of healthy Italian nonagenarians and centenarians. Br J Nutr. 1997;77:9–17.PubMedCrossRef
39.
go back to reference Eiben G, Dey DK, Rothenberg E, Steen B, Bjorkelund C, Bengtsson C, et al. Obesity in 70-year-old Swedes: secular changes over 30 years. Int J Obes (Lond). 2005;29:810–7.CrossRef Eiben G, Dey DK, Rothenberg E, Steen B, Bjorkelund C, Bengtsson C, et al. Obesity in 70-year-old Swedes: secular changes over 30 years. Int J Obes (Lond). 2005;29:810–7.CrossRef
40.
go back to reference Bartali B, Benvenuti E, Corsi AM, Bandinelli S, Russo CR, Di Iorio A, et al. Changes in anthropometric measures in men and women across the life-span: findings from the InCHIANTI study. Soz Praventivmed. 2002;47:336–48.PubMedCrossRef Bartali B, Benvenuti E, Corsi AM, Bandinelli S, Russo CR, Di Iorio A, et al. Changes in anthropometric measures in men and women across the life-span: findings from the InCHIANTI study. Soz Praventivmed. 2002;47:336–48.PubMedCrossRef
41.
go back to reference Gillette-Guyonnet S, Nourhashemi F, Andrieu S, Cantet C, Albarede JL, Vellas B, et al. Body composition in French women 75+ years of age: the EPIDOS study. Mech Ageing Dev. 2003;124:311–6.PubMedCrossRef Gillette-Guyonnet S, Nourhashemi F, Andrieu S, Cantet C, Albarede JL, Vellas B, et al. Body composition in French women 75+ years of age: the EPIDOS study. Mech Ageing Dev. 2003;124:311–6.PubMedCrossRef
42.
go back to reference Delarue J, Constans T, Malvy D, Pradignac A, Couet C, Lamisse F. Anthropometric values in an elderly French population. Br J Nutr. 1994;71:295–302.PubMedCrossRef Delarue J, Constans T, Malvy D, Pradignac A, Couet C, Lamisse F. Anthropometric values in an elderly French population. Br J Nutr. 1994;71:295–302.PubMedCrossRef
43.
go back to reference Dey DK, Bosaeus I, Lissner L, Steen B. Changes in body composition and its relation to muscle strength in 75-year-old men and women: a 5-year prospective follow-up study of the NORA cohort in Goteborg. Sweden. Nutrition. 2009;25:613–9.PubMedCrossRef Dey DK, Bosaeus I, Lissner L, Steen B. Changes in body composition and its relation to muscle strength in 75-year-old men and women: a 5-year prospective follow-up study of the NORA cohort in Goteborg. Sweden. Nutrition. 2009;25:613–9.PubMedCrossRef
44.
go back to reference Health Survey for England—2012, trend tables: adult trend tables. England: Health and Social Care Information Centre (HSCIC); 2013. Health Survey for England—2012, trend tables: adult trend tables. England: Health and Social Care Information Centre (HSCIC); 2013.
45.
go back to reference de Groot LC, Sette S, Zajkas G, Carbajal A, Amorim JA. Nutritional status: anthropometry. Euronut SENECA Investigators. Eur J Clin Nutr. 1991;45(Suppl 3):31–42.PubMed de Groot LC, Sette S, Zajkas G, Carbajal A, Amorim JA. Nutritional status: anthropometry. Euronut SENECA Investigators. Eur J Clin Nutr. 1991;45(Suppl 3):31–42.PubMed
46.
go back to reference Health Survey for England—2012, trend tables: adult trend tables. England: Health and Social Care Information Centre; 2013. Health Survey for England—2012, trend tables: adult trend tables. England: Health and Social Care Information Centre; 2013.
47.
go back to reference Janssen I, Heymsfield SB, Wang Z, Ross R. Skeletal muscle mass and distribution in 468 men and women aged 18–88 yr. J Appl Physiol. 2000;89:81–8.PubMed Janssen I, Heymsfield SB, Wang Z, Ross R. Skeletal muscle mass and distribution in 468 men and women aged 18–88 yr. J Appl Physiol. 2000;89:81–8.PubMed
48.
go back to reference Baumgartner RN, Koehler KM, Gallagher D, Romero L, Heymsfield SB, Ross RR, et al. Epidemiology of sarcopenia among the elderly in New Mexico. Am J Epidemiol. 1998;147:755–63.PubMedCrossRef Baumgartner RN, Koehler KM, Gallagher D, Romero L, Heymsfield SB, Ross RR, et al. Epidemiology of sarcopenia among the elderly in New Mexico. Am J Epidemiol. 1998;147:755–63.PubMedCrossRef
49.
go back to reference Iannuzzi-Sucich M, Prestwood KM, Kenny AM. Prevalence of sarcopenia and predictors of skeletal muscle mass in healthy, older men and women. J Gerontol A Biol Sci Med Sci. 2002;57:M772–7.PubMedCrossRef Iannuzzi-Sucich M, Prestwood KM, Kenny AM. Prevalence of sarcopenia and predictors of skeletal muscle mass in healthy, older men and women. J Gerontol A Biol Sci Med Sci. 2002;57:M772–7.PubMedCrossRef
50.
go back to reference Gallagher D, Visser M, De Meersman RE, Sepúlveda D, Baumgartner RN, Pierson RN, et al. Appendicular skeletal muscle mass: effects of age, gender, and ethnicity. J Appl Physiol. 1997;83:229–39.PubMed Gallagher D, Visser M, De Meersman RE, Sepúlveda D, Baumgartner RN, Pierson RN, et al. Appendicular skeletal muscle mass: effects of age, gender, and ethnicity. J Appl Physiol. 1997;83:229–39.PubMed
51.
go back to reference Rolland Y, Lauwers-Cances V, Cournot M, Nourhashemi F, Reynish W, Riviere D, et al. Sarcopenia, calf circumference, and physical function of elderly women: a cross-sectional study. J Am Geriatr Soc. 2003;51:1120–4.PubMedCrossRef Rolland Y, Lauwers-Cances V, Cournot M, Nourhashemi F, Reynish W, Riviere D, et al. Sarcopenia, calf circumference, and physical function of elderly women: a cross-sectional study. J Am Geriatr Soc. 2003;51:1120–4.PubMedCrossRef
52.
go back to reference Gouveia E, Blimkie CJ, Maia JA, Lopes C, Gouveia BR, Freitas DL. Multivariate analysis of lifestyle, constitutive and body composition factors influencing bone health in community-dwelling older adults from Madeira, Portugal. Arch Gerontol Geriatr. 2014;59:83–90.PubMedCrossRef Gouveia E, Blimkie CJ, Maia JA, Lopes C, Gouveia BR, Freitas DL. Multivariate analysis of lifestyle, constitutive and body composition factors influencing bone health in community-dwelling older adults from Madeira, Portugal. Arch Gerontol Geriatr. 2014;59:83–90.PubMedCrossRef
53.
go back to reference Kyle UG, Genton L, Slosman DO, Pichard C. Fat-free and fat mass percentiles in 5225 healthy subjects aged 15 to 98 years. Nutrition. 2001;17:534–41.PubMedCrossRef Kyle UG, Genton L, Slosman DO, Pichard C. Fat-free and fat mass percentiles in 5225 healthy subjects aged 15 to 98 years. Nutrition. 2001;17:534–41.PubMedCrossRef
54.
go back to reference Dittmar M. Reliability and variability of bioimpedance measures in normal adults: effects of age, gender, and body mass. Am J Phys Anthropol. 2003;122:361–70.PubMedCrossRef Dittmar M. Reliability and variability of bioimpedance measures in normal adults: effects of age, gender, and body mass. Am J Phys Anthropol. 2003;122:361–70.PubMedCrossRef
55.
go back to reference Tichet J, Vol S, Goxe D, Salle A, Berrut G, Ritz P. Prevalence of sarcopenia in the French senior population. J Nutr Health Aging. 2008;12:202–6.PubMedCrossRef Tichet J, Vol S, Goxe D, Salle A, Berrut G, Ritz P. Prevalence of sarcopenia in the French senior population. J Nutr Health Aging. 2008;12:202–6.PubMedCrossRef
56.
go back to reference Zoico E, Di Francesco V, Guralnik JM, Mazzali G, Bortolani A, Guariento S, et al. Physical disability and muscular strength in relation to obesity and different body composition indexes in a sample of healthy elderly women. Int J Obes Relat Metab Disord. 2004;28:234–41.PubMed Zoico E, Di Francesco V, Guralnik JM, Mazzali G, Bortolani A, Guariento S, et al. Physical disability and muscular strength in relation to obesity and different body composition indexes in a sample of healthy elderly women. Int J Obes Relat Metab Disord. 2004;28:234–41.PubMed
57.
go back to reference Legrand D, Adriaensen W, Vaes B, Mathei C, Wallemacq P, Degryse J. The relationship between grip strength and muscle mass (MM), inflammatory biomarkers and physical performance in community-dwelling very old persons. Arch Gerontol Geriatr. 2013;57:345–51.PubMedCrossRef Legrand D, Adriaensen W, Vaes B, Mathei C, Wallemacq P, Degryse J. The relationship between grip strength and muscle mass (MM), inflammatory biomarkers and physical performance in community-dwelling very old persons. Arch Gerontol Geriatr. 2013;57:345–51.PubMedCrossRef
58.
go back to reference Masanes F, Culla A, Navarro-Gonzalez M, Navarro-Lopez M, Sacanella E, Torres B, et al. Prevalence of sarcopenia in healthy community-dwelling elderly in an urban area of Barcelona (Spain). J Nutr Health Aging. 2012;16:184–7.PubMedCrossRef Masanes F, Culla A, Navarro-Gonzalez M, Navarro-Lopez M, Sacanella E, Torres B, et al. Prevalence of sarcopenia in healthy community-dwelling elderly in an urban area of Barcelona (Spain). J Nutr Health Aging. 2012;16:184–7.PubMedCrossRef
59.
go back to reference Cruz-Jentoft AJ, Baeyens JP, Bauer JM, Boirie Y, Cederholm T, Landi F, et al. Sarcopenia: European consensus on definition and diagnosis: report of the European Working Group on Sarcopenia in older people. Age Ageing. 2010;39:412–23.PubMedPubMedCentralCrossRef Cruz-Jentoft AJ, Baeyens JP, Bauer JM, Boirie Y, Cederholm T, Landi F, et al. Sarcopenia: European consensus on definition and diagnosis: report of the European Working Group on Sarcopenia in older people. Age Ageing. 2010;39:412–23.PubMedPubMedCentralCrossRef
60.
go back to reference Janssen I, Heymsfield SB, Ross R. Low relative skeletal muscle mass (sarcopenia) in older persons is associated with functional impairment and physical disability. J Am Geriatr Soc. 2002;50:889–96.PubMedCrossRef Janssen I, Heymsfield SB, Ross R. Low relative skeletal muscle mass (sarcopenia) in older persons is associated with functional impairment and physical disability. J Am Geriatr Soc. 2002;50:889–96.PubMedCrossRef
61.
go back to reference Seidell JC, Oosterlee A, Deurenberg P, Hautvast JG, Ruijs JH. Abdominal fat depots measured with computed tomography: effects of degree of obesity, sex, and age. Eur J Clin Nutr. 1988;42:805–15.PubMed Seidell JC, Oosterlee A, Deurenberg P, Hautvast JG, Ruijs JH. Abdominal fat depots measured with computed tomography: effects of degree of obesity, sex, and age. Eur J Clin Nutr. 1988;42:805–15.PubMed
62.
go back to reference Schutz Y, Kyle UU, Pichard C. Fat-free mass index and fat mass index percentiles in Caucasians aged 18–98 y. Int J Obes Relat Metab Disord. 2002;26:953–60.PubMedCrossRef Schutz Y, Kyle UU, Pichard C. Fat-free mass index and fat mass index percentiles in Caucasians aged 18–98 y. Int J Obes Relat Metab Disord. 2002;26:953–60.PubMedCrossRef
63.
go back to reference Yliharsila H, Kajantie E, Osmond C, Forsen T, Barker DJ, Eriksson JG. Body mass index during childhood and adult body composition in men and women aged 56–70 y. Am J Clin Nutr. 2008;87:1769–75.PubMed Yliharsila H, Kajantie E, Osmond C, Forsen T, Barker DJ, Eriksson JG. Body mass index during childhood and adult body composition in men and women aged 56–70 y. Am J Clin Nutr. 2008;87:1769–75.PubMed
64.
go back to reference Vache C, Rousset P, Gachon P, Gachon AM, Morio B, Boulier A, et al. Bioelectrical impedance analysis measurements of total body water and extracellular water in healthy elderly subjects. Int J Obes Relat Metab Disord. 1998;22:537–43.PubMedCrossRef Vache C, Rousset P, Gachon P, Gachon AM, Morio B, Boulier A, et al. Bioelectrical impedance analysis measurements of total body water and extracellular water in healthy elderly subjects. Int J Obes Relat Metab Disord. 1998;22:537–43.PubMedCrossRef
65.
go back to reference Deurenberg P, van der Kooij K, Evers P, Hulshof T. Assessment of body composition by bioelectrical impedance in a population aged greater than 60 y. Am J Clin Nutr. 1990;51:3–6.PubMed Deurenberg P, van der Kooij K, Evers P, Hulshof T. Assessment of body composition by bioelectrical impedance in a population aged greater than 60 y. Am J Clin Nutr. 1990;51:3–6.PubMed
66.
go back to reference Gomez-Cabello A, Pedrero-Chamizo R, Olivares PR, Luzardo L, Juez-Bengoechea A, Mata E, et al. Prevalence of overweight and obesity in non-institutionalized people aged 65 or over from Spain: the elderly EXERNET multi-centre study. Obes Rev. 2011;12:583–92.PubMedCrossRef Gomez-Cabello A, Pedrero-Chamizo R, Olivares PR, Luzardo L, Juez-Bengoechea A, Mata E, et al. Prevalence of overweight and obesity in non-institutionalized people aged 65 or over from Spain: the elderly EXERNET multi-centre study. Obes Rev. 2011;12:583–92.PubMedCrossRef
67.
go back to reference Gillette-Guyonnet S, Nourhashemi F, Lauque S, Grandjean H, Vellas B. Body composition and osteoporosis in elderly women. Gerontology. 2000;46:189–93.PubMedCrossRef Gillette-Guyonnet S, Nourhashemi F, Lauque S, Grandjean H, Vellas B. Body composition and osteoporosis in elderly women. Gerontology. 2000;46:189–93.PubMedCrossRef
68.
go back to reference Dey DK, Bosaeus I, Lissner L, Steen B. Body composition estimated by bioelectrical impedance in the Swedish elderly: development of population-based prediction equation and reference values of fat-free mass and body fat for 70- and 75-y olds. Eur J Clin Nutr. 2003;57:909–16.PubMedCrossRef Dey DK, Bosaeus I, Lissner L, Steen B. Body composition estimated by bioelectrical impedance in the Swedish elderly: development of population-based prediction equation and reference values of fat-free mass and body fat for 70- and 75-y olds. Eur J Clin Nutr. 2003;57:909–16.PubMedCrossRef
69.
go back to reference Santana H, Zoico E, Turcato E, Tosoni P, Bissoli L, Olivieri M, et al. Relation between body composition, fat distribution, and lung function in elderly men. Am J Clin Nutr. 2001;73:827–31.PubMed Santana H, Zoico E, Turcato E, Tosoni P, Bissoli L, Olivieri M, et al. Relation between body composition, fat distribution, and lung function in elderly men. Am J Clin Nutr. 2001;73:827–31.PubMed
70.
go back to reference Tanko LB, Movsesyan L, Mouritzen U, Christiansen C, Svendsen OL. Appendicular lean tissue mass and the prevalence of sarcopenia among healthy women. Metabolism. 2002;51:69–74.PubMedCrossRef Tanko LB, Movsesyan L, Mouritzen U, Christiansen C, Svendsen OL. Appendicular lean tissue mass and the prevalence of sarcopenia among healthy women. Metabolism. 2002;51:69–74.PubMedCrossRef
71.
go back to reference Bedogni G, Pietrobelli A, Heymsfield SB, Borghi A, Manzieri AM, Morini P, et al. Is body mass index a measure of adiposity in elderly women? Obes Res. 2001;9:17–20.PubMedCrossRef Bedogni G, Pietrobelli A, Heymsfield SB, Borghi A, Manzieri AM, Morini P, et al. Is body mass index a measure of adiposity in elderly women? Obes Res. 2001;9:17–20.PubMedCrossRef
72.
go back to reference Movsesyan L, Tanko LB, Larsen PJ, Christiansen C, Svendsen OL. Variations in percentage of body fat within different BMI groups in young, middle-aged and old women. Clin Physiol Funct Imaging. 2003;23:130–3.PubMedCrossRef Movsesyan L, Tanko LB, Larsen PJ, Christiansen C, Svendsen OL. Variations in percentage of body fat within different BMI groups in young, middle-aged and old women. Clin Physiol Funct Imaging. 2003;23:130–3.PubMedCrossRef
73.
go back to reference Sardinha LB, Teixeira PJ, Guedes DP, Going SB, Lohman TG. Subcutaneous central fat is associated with cardiovascular risk factors in men independently of total fatness and fitness. Metabolism. 2000;49:1379–85.PubMedCrossRef Sardinha LB, Teixeira PJ, Guedes DP, Going SB, Lohman TG. Subcutaneous central fat is associated with cardiovascular risk factors in men independently of total fatness and fitness. Metabolism. 2000;49:1379–85.PubMedCrossRef
74.
go back to reference Maden-Wilkinson TM, Degens H, Jones DA, McPhee JS. Comparison of MRI and DXA to measure muscle size and age-related atrophy in thigh muscles. J Musculoskelet Neuronal Interact. 2013;13:320–8.PubMed Maden-Wilkinson TM, Degens H, Jones DA, McPhee JS. Comparison of MRI and DXA to measure muscle size and age-related atrophy in thigh muscles. J Musculoskelet Neuronal Interact. 2013;13:320–8.PubMed
75.
go back to reference Bazzocchi A, Diano D, Ponti F, Andreone A, Sassi C, Albisinni U, et al. Health and ageing: a cross-sectional study of body composition. Clin Nutr. 2013;32:569–78.PubMedCrossRef Bazzocchi A, Diano D, Ponti F, Andreone A, Sassi C, Albisinni U, et al. Health and ageing: a cross-sectional study of body composition. Clin Nutr. 2013;32:569–78.PubMedCrossRef
76.
go back to reference Horber FF, Gruber B, Thomi F, Jensen EX, Jaeger P. Effect of sex and age on bone mass, body composition and fuel metabolism in humans. Nutrition. 1997;13:524–34.PubMedCrossRef Horber FF, Gruber B, Thomi F, Jensen EX, Jaeger P. Effect of sex and age on bone mass, body composition and fuel metabolism in humans. Nutrition. 1997;13:524–34.PubMedCrossRef
77.
go back to reference Puggaard L, Larsen JB, Ebbesen E, Jeune B. Body composition in 85 year-old women: effects of increased physical activity. Aging (Milano). 1999;11:307–15.PubMed Puggaard L, Larsen JB, Ebbesen E, Jeune B. Body composition in 85 year-old women: effects of increased physical activity. Aging (Milano). 1999;11:307–15.PubMed
78.
go back to reference Ravaglia G, Forti P, Maioli F, Boschi F, Cicognani A, Gasbarrini G. Measurement of body fat in healthy elderly men: a comparison of methods. J Gerontol A Biol Sci Med Sci. 1999;54:M70–6.PubMedCrossRef Ravaglia G, Forti P, Maioli F, Boschi F, Cicognani A, Gasbarrini G. Measurement of body fat in healthy elderly men: a comparison of methods. J Gerontol A Biol Sci Med Sci. 1999;54:M70–6.PubMedCrossRef
79.
go back to reference Svendsen OL, Hassager C, Christiansen C. Age- and menopause-associated variations in body composition and fat distribution in healthy women as measured by dual-energy X-ray absorptiometry. Metabolism. 1995;44:369–73.PubMedCrossRef Svendsen OL, Hassager C, Christiansen C. Age- and menopause-associated variations in body composition and fat distribution in healthy women as measured by dual-energy X-ray absorptiometry. Metabolism. 1995;44:369–73.PubMedCrossRef
80.
go back to reference Wang ZM, Deurenberg P, Guo SS, Pietrobelli A, Wang J, Pierson RN Jr, et al. Six-compartment body composition model: inter-method comparisons of total body fat measurement. Int J Obes Relat Metab Disord. 1998;22:329–37.PubMedCrossRef Wang ZM, Deurenberg P, Guo SS, Pietrobelli A, Wang J, Pierson RN Jr, et al. Six-compartment body composition model: inter-method comparisons of total body fat measurement. Int J Obes Relat Metab Disord. 1998;22:329–37.PubMedCrossRef
81.
go back to reference Tauchi H, Tsuboi K, Okutomi J. Age changes in the human kidney of the different races. Gerontologia. 1971;17:87–97.PubMedCrossRef Tauchi H, Tsuboi K, Okutomi J. Age changes in the human kidney of the different races. Gerontologia. 1971;17:87–97.PubMedCrossRef
82.
go back to reference Meyer WW, Peter B, Solth K. The weight of organs in the older age groups (70–92 years) and their relation to age and body weight [in German]. Virchows Arch Pathol Anat Physiol Klin Med. 1963;337:17–32.PubMedCrossRef Meyer WW, Peter B, Solth K. The weight of organs in the older age groups (70–92 years) and their relation to age and body weight [in German]. Virchows Arch Pathol Anat Physiol Klin Med. 1963;337:17–32.PubMedCrossRef
83.
go back to reference Puggaard L, Bjornsbo KS, Kock K, Luders K, Thobo-Carlsen B, Lammert O. Age-related decrease in energy expenditure at rest parallels reductions in mass of internal organs. Am J Hum Biol. 2002;14:486–93.PubMedCrossRef Puggaard L, Bjornsbo KS, Kock K, Luders K, Thobo-Carlsen B, Lammert O. Age-related decrease in energy expenditure at rest parallels reductions in mass of internal organs. Am J Hum Biol. 2002;14:486–93.PubMedCrossRef
84.
go back to reference Raab F. Post-mortal organweights of spleen, liver, kidney and lung in relation to age, body weight and body height [PhD thesis; in German]. Heidelberg: University of Heidelberg; 1984. Raab F. Post-mortal organweights of spleen, liver, kidney and lung in relation to age, body weight and body height [PhD thesis; in German]. Heidelberg: University of Heidelberg; 1984.
85.
go back to reference Griffiths GJ, Robinson KB, Cartwright GO, McLachlan MS. Loss of renal tissue in the elderly. Br J Radiol. 1976;49:111–7.PubMedCrossRef Griffiths GJ, Robinson KB, Cartwright GO, McLachlan MS. Loss of renal tissue in the elderly. Br J Radiol. 1976;49:111–7.PubMedCrossRef
86.
go back to reference Nyengaard JR, Bendtsen TF. Glomerular number and size in relation to age, kidney weight, and body surface in normal man. Anat Rec. 1992;232:194–201.PubMedCrossRef Nyengaard JR, Bendtsen TF. Glomerular number and size in relation to age, kidney weight, and body surface in normal man. Anat Rec. 1992;232:194–201.PubMedCrossRef
88.
go back to reference Schmucker DL. Age-related changes in liver structure and function: implications for disease? Exp Gerontol. 2005;40:650–9.PubMedCrossRef Schmucker DL. Age-related changes in liver structure and function: implications for disease? Exp Gerontol. 2005;40:650–9.PubMedCrossRef
89.
go back to reference Grasedyck K, Jahnke M, Friedrich O, Schulz D, Lindner J. Aging of liver: morphological and biochemical changes. Mech Ageing Dev. 1980;14:435–42.PubMedCrossRef Grasedyck K, Jahnke M, Friedrich O, Schulz D, Lindner J. Aging of liver: morphological and biochemical changes. Mech Ageing Dev. 1980;14:435–42.PubMedCrossRef
90.
go back to reference Chouker A, Martignoni A, Dugas M, Eisenmenger W, Schauer R, Kaufmann I, et al. Estimation of liver size for liver transplantation: the impact of age and gender. Liver Transpl. 2004;10:678–85.PubMedCrossRef Chouker A, Martignoni A, Dugas M, Eisenmenger W, Schauer R, Kaufmann I, et al. Estimation of liver size for liver transplantation: the impact of age and gender. Liver Transpl. 2004;10:678–85.PubMedCrossRef
92.
go back to reference Swift CG, Homeida M, Halliwell M, Roberts CJ. Antipyrine disposition and liver size in the elderly. Eur J Clin Pharmacol. 1978;14:149–52.PubMedCrossRef Swift CG, Homeida M, Halliwell M, Roberts CJ. Antipyrine disposition and liver size in the elderly. Eur J Clin Pharmacol. 1978;14:149–52.PubMedCrossRef
93.
go back to reference Wynne HA, Cope LH, Mutch E, Rawlins MD, Woodhouse KW, James OF. The effect of age upon liver volume and apparent liver blood flow in healthy man. Hepatology. 1989;9:297–301.PubMedCrossRef Wynne HA, Cope LH, Mutch E, Rawlins MD, Woodhouse KW, James OF. The effect of age upon liver volume and apparent liver blood flow in healthy man. Hepatology. 1989;9:297–301.PubMedCrossRef
94.
go back to reference Marchesini G, Bua V, Brunori A, Bianchi G, Pisi P, Fabbri A, et al. Galactose elimination capacity and liver volume in aging man. Hepatology. 1988;8:1079–83.PubMedCrossRef Marchesini G, Bua V, Brunori A, Bianchi G, Pisi P, Fabbri A, et al. Galactose elimination capacity and liver volume in aging man. Hepatology. 1988;8:1079–83.PubMedCrossRef
95.
go back to reference Williams LR. Reference values for total blood volume and cardiac output in humans: Dosimetry Research Goup. Oak Ridge: Oak Ridge National Laboratory; 1994. Williams LR. Reference values for total blood volume and cardiac output in humans: Dosimetry Research Goup. Oak Ridge: Oak Ridge National Laboratory; 1994.
96.
go back to reference Kuikka JT, Lansimies E. Effect of age on cardiac index, stroke index and left ventricular ejection fraction at rest and during exercise as studied by radiocardiography. Acta Physiol Scand. 1982;114:339–43.PubMedCrossRef Kuikka JT, Lansimies E. Effect of age on cardiac index, stroke index and left ventricular ejection fraction at rest and during exercise as studied by radiocardiography. Acta Physiol Scand. 1982;114:339–43.PubMedCrossRef
97.
go back to reference Granath A, Strandell T. Relationships between cardiac output, stroke volume and intracardiac pressures at rest and during exercise in supine position and some anthropometric data in healthy old men. Acta Med Scand. 1964;176:447–66.PubMedCrossRef Granath A, Strandell T. Relationships between cardiac output, stroke volume and intracardiac pressures at rest and during exercise in supine position and some anthropometric data in healthy old men. Acta Med Scand. 1964;176:447–66.PubMedCrossRef
98.
go back to reference Mezzani A, Grassi B, Giordano A, Corra U, Colombo S, Giannuzzi P. Age-related prolongation of phase I of VO2 on-kinetics in healthy humans. Am J Physiol Regul Integr Comp Physiol. 2010;299:R968–76.PubMedCrossRef Mezzani A, Grassi B, Giordano A, Corra U, Colombo S, Giannuzzi P. Age-related prolongation of phase I of VO2 on-kinetics in healthy humans. Am J Physiol Regul Integr Comp Physiol. 2010;299:R968–76.PubMedCrossRef
99.
go back to reference Podlesch I, Ulmer WT. On the dependence of heart minute volume, heart index, stroke volume, stroke volume index and oxygen consumption on age [in German]. Arch Kreislaufforsch. 1965;48:232–48.PubMedCrossRef Podlesch I, Ulmer WT. On the dependence of heart minute volume, heart index, stroke volume, stroke volume index and oxygen consumption on age [in German]. Arch Kreislaufforsch. 1965;48:232–48.PubMedCrossRef
100.
go back to reference Germing A, Gotzmann M, Rausse R, Brodherr T, Holt S, Lindstaedt M, et al. Normal values for longitudinal function of the right ventricle in healthy women >70 years of age. Eur J Echocardiogr. 2010;11:725–8.PubMedCrossRef Germing A, Gotzmann M, Rausse R, Brodherr T, Holt S, Lindstaedt M, et al. Normal values for longitudinal function of the right ventricle in healthy women >70 years of age. Eur J Echocardiogr. 2010;11:725–8.PubMedCrossRef
101.
go back to reference Chahal NS, Lim TK, Jain P, Chambers JC, Kooner JS, Senior R. Population-based reference values for 3D echocardiographic LV volumes and ejection fraction. JACC Cardiovasc Imaging. 2012;5:1191–7.PubMedCrossRef Chahal NS, Lim TK, Jain P, Chambers JC, Kooner JS, Senior R. Population-based reference values for 3D echocardiographic LV volumes and ejection fraction. JACC Cardiovasc Imaging. 2012;5:1191–7.PubMedCrossRef
102.
go back to reference Cain PA, Ahl R, Hedstrom E, Ugander M, Allansdotter-Johnsson A, Friberg P, et al. Age and gender specific normal values of left ventricular mass, volume and function for gradient echo magnetic resonance imaging: a cross sectional study. BMC Med Imaging. 2009;9:2.PubMedPubMedCentralCrossRef Cain PA, Ahl R, Hedstrom E, Ugander M, Allansdotter-Johnsson A, Friberg P, et al. Age and gender specific normal values of left ventricular mass, volume and function for gradient echo magnetic resonance imaging: a cross sectional study. BMC Med Imaging. 2009;9:2.PubMedPubMedCentralCrossRef
103.
104.
go back to reference Umetani K, Singer DH, McCraty R, Atkinson M. Twenty-four hour time domain heart rate variability and heart rate: relations to age and gender over nine decades. J Am Coll Cardiol. 1998;31:593–601.PubMedCrossRef Umetani K, Singer DH, McCraty R, Atkinson M. Twenty-four hour time domain heart rate variability and heart rate: relations to age and gender over nine decades. J Am Coll Cardiol. 1998;31:593–601.PubMedCrossRef
105.
go back to reference Ryan SM, Goldberger AL, Pincus SM, Mietus J, Lipsitz LA. Gender- and age-related differences in heart rate dynamics: are women more complex than men? J Am Coll Cardiol. 1994;24:1700–7.PubMedCrossRef Ryan SM, Goldberger AL, Pincus SM, Mietus J, Lipsitz LA. Gender- and age-related differences in heart rate dynamics: are women more complex than men? J Am Coll Cardiol. 1994;24:1700–7.PubMedCrossRef
106.
go back to reference Hoang K, Tan JC, Derby G, Blouch KL, Masek M, Ma I, et al. Determinants of glomerular hypofiltration in aging humans. Kidney Int. 2003;64:1417–24.PubMedCrossRef Hoang K, Tan JC, Derby G, Blouch KL, Masek M, Ma I, et al. Determinants of glomerular hypofiltration in aging humans. Kidney Int. 2003;64:1417–24.PubMedCrossRef
107.
go back to reference Bauer JH, Brooks CS, Burch RN. Renal function and hemodynamic studies in low- and normal-renin essential hypertension. Arch Intern Med. 1982;142:1317–23.PubMedCrossRef Bauer JH, Brooks CS, Burch RN. Renal function and hemodynamic studies in low- and normal-renin essential hypertension. Arch Intern Med. 1982;142:1317–23.PubMedCrossRef
108.
go back to reference Fuiano G, Sund S, Mazza G, Rosa M, Caglioti A, Gallo G, et al. Renal hemodynamic response to maximal vasodilating stimulus in healthy older subjects. Kidney Int. 2001;59:1052–8.PubMedCrossRef Fuiano G, Sund S, Mazza G, Rosa M, Caglioti A, Gallo G, et al. Renal hemodynamic response to maximal vasodilating stimulus in healthy older subjects. Kidney Int. 2001;59:1052–8.PubMedCrossRef
109.
go back to reference Ghose K, Burch A. Measurement of renal functions by double isotope techniques in elderly patients during tenoxicam therapy. Arch Gerontol Geriatr. 1989;9:115–22.PubMedCrossRef Ghose K, Burch A. Measurement of renal functions by double isotope techniques in elderly patients during tenoxicam therapy. Arch Gerontol Geriatr. 1989;9:115–22.PubMedCrossRef
110.
go back to reference Zoli M, Magalotti D, Bianchi G, Gueli C, Orlandini C, Grimaldi M, et al. Total and functional hepatic blood flow decrease in parallel with ageing. Age Ageing. 1999;28:29–33.PubMedCrossRef Zoli M, Magalotti D, Bianchi G, Gueli C, Orlandini C, Grimaldi M, et al. Total and functional hepatic blood flow decrease in parallel with ageing. Age Ageing. 1999;28:29–33.PubMedCrossRef
111.
go back to reference Gentilcore D, Hausken T, Meyer JH, Chapman IM, Horowitz M, Jones KL. Effects of intraduodenal glucose, fat, and protein on blood pressure, heart rate, and splanchnic blood flow in healthy older subjects. Am J Clin Nutr. 2008;87:156–61.PubMed Gentilcore D, Hausken T, Meyer JH, Chapman IM, Horowitz M, Jones KL. Effects of intraduodenal glucose, fat, and protein on blood pressure, heart rate, and splanchnic blood flow in healthy older subjects. Am J Clin Nutr. 2008;87:156–61.PubMed
112.
go back to reference Gentilcore D, Nair NS, Vanis L, Rayner CK, Meyer JH, Hausken T, et al. Comparative effects of oral and intraduodenal glucose on blood pressure, heart rate, and splanchnic blood flow in healthy older subjects. Am J Physiol Regul Integr Comp Physiol. 2009;297:R716–22.PubMedCrossRef Gentilcore D, Nair NS, Vanis L, Rayner CK, Meyer JH, Hausken T, et al. Comparative effects of oral and intraduodenal glucose on blood pressure, heart rate, and splanchnic blood flow in healthy older subjects. Am J Physiol Regul Integr Comp Physiol. 2009;297:R716–22.PubMedCrossRef
113.
go back to reference Gentilcore D, Vanis L, Wishart JM, Rayner CK, Horowitz M, Jones KL. The alpha (alpha)-glucosidase inhibitor, acarbose, attenuates the blood pressure and splanchnic blood flow responses to intraduodenal sucrose in older adults. J Gerontol A Biol Sci Med Sci. 2011;66:917–24.PubMedCrossRef Gentilcore D, Vanis L, Wishart JM, Rayner CK, Horowitz M, Jones KL. The alpha (alpha)-glucosidase inhibitor, acarbose, attenuates the blood pressure and splanchnic blood flow responses to intraduodenal sucrose in older adults. J Gerontol A Biol Sci Med Sci. 2011;66:917–24.PubMedCrossRef
114.
go back to reference Dunbar SL, Kenney WL. Effects of hormone replacement therapy on hemodynamic responses of postmenopausal women to passive heating. J Appl Physiol. 2000;89:97–103.PubMed Dunbar SL, Kenney WL. Effects of hormone replacement therapy on hemodynamic responses of postmenopausal women to passive heating. J Appl Physiol. 2000;89:97–103.PubMed
115.
go back to reference Ho CW, Beard JL, Farrell PA, Minson CT, Kenney WL. Age, fitness, and regional blood flow during exercise in the heat. J Appl Physiol. 1997;82:1126–35.PubMed Ho CW, Beard JL, Farrell PA, Minson CT, Kenney WL. Age, fitness, and regional blood flow during exercise in the heat. J Appl Physiol. 1997;82:1126–35.PubMed
116.
go back to reference Minson CT, Wladkowski SL, Cardell AF, Pawelczyk JA, Kenney WL. Age alters the cardiovascular response to direct passive heating. J Appl Physiol. 1998;84:1323–32.PubMed Minson CT, Wladkowski SL, Cardell AF, Pawelczyk JA, Kenney WL. Age alters the cardiovascular response to direct passive heating. J Appl Physiol. 1998;84:1323–32.PubMed
117.
go back to reference Vanis L, Gentilcore D, Lange K, Gilja OH, Rigda RS, Trahair LG, et al. Effects of variations in intragastric volume on blood pressure and splanchnic blood flow during intraduodenal glucose infusion in healthy older subjects. Am J Physiol Regul Integr Comp Physiol. 2012;302:R391–9.PubMedCrossRef Vanis L, Gentilcore D, Lange K, Gilja OH, Rigda RS, Trahair LG, et al. Effects of variations in intragastric volume on blood pressure and splanchnic blood flow during intraduodenal glucose infusion in healthy older subjects. Am J Physiol Regul Integr Comp Physiol. 2012;302:R391–9.PubMedCrossRef
118.
go back to reference Chumlea WC, Guo SS, Zeller CM, Reo NV, Baumgartner RN, Garry PJ, et al. Total body water reference values and prediction equations for adults. Kidney Int. 2001;59:2250–8.PubMedCrossRef Chumlea WC, Guo SS, Zeller CM, Reo NV, Baumgartner RN, Garry PJ, et al. Total body water reference values and prediction equations for adults. Kidney Int. 2001;59:2250–8.PubMedCrossRef
119.
go back to reference Bruce A, Andersson M, Arvidsson B, Isaksson B. Body composition: prediction of normal body potassium, body water and body fat in adults on the basis of body height, body weight and age. Scand J Clin Lab Invest. 1980;40:461–73.PubMedCrossRef Bruce A, Andersson M, Arvidsson B, Isaksson B. Body composition: prediction of normal body potassium, body water and body fat in adults on the basis of body height, body weight and age. Scand J Clin Lab Invest. 1980;40:461–73.PubMedCrossRef
120.
go back to reference Lesser GT, Markofsky J. Body water compartments with human aging using fat-free mass as the reference standard. Am J Physiol. 1979;236:R215–20.PubMed Lesser GT, Markofsky J. Body water compartments with human aging using fat-free mass as the reference standard. Am J Physiol. 1979;236:R215–20.PubMed
121.
go back to reference Sergi G, Lupoli L, Volpato S, Bertani R, Coin A, Perissinotto E, et al. Body fluid distribution in elderly subjects with congestive heart failure. Ann Clin Lab Sci. 2004;34:416–22.PubMed Sergi G, Lupoli L, Volpato S, Bertani R, Coin A, Perissinotto E, et al. Body fluid distribution in elderly subjects with congestive heart failure. Ann Clin Lab Sci. 2004;34:416–22.PubMed
122.
go back to reference Steen B, Bruce A, Isaksson B, Lewin T, Svanborg A. Body composition in 70-year-old males and females in Gothenburg, Sweden: a population study. Acta Med Scand Suppl. 1977;611:87–112.PubMed Steen B, Bruce A, Isaksson B, Lewin T, Svanborg A. Body composition in 70-year-old males and females in Gothenburg, Sweden: a population study. Acta Med Scand Suppl. 1977;611:87–112.PubMed
123.
go back to reference Rule AD, Gussak HM, Pond GR, Bergstralh EJ, Stegall MD, Cosio FG, et al. Measured and estimated GFR in healthy potential kidney donors. Am J Kidney Dis. 2004;43:112–9.PubMedCrossRef Rule AD, Gussak HM, Pond GR, Bergstralh EJ, Stegall MD, Cosio FG, et al. Measured and estimated GFR in healthy potential kidney donors. Am J Kidney Dis. 2004;43:112–9.PubMedCrossRef
124.
go back to reference Peters AM, Perry L, Hooker CA, Howard B, Neilly MD, Seshadri N, et al. Extracellular fluid volume and glomerular filtration rate in 1878 healthy potential renal transplant donors: effects of age, gender, obesity and scaling. Nephrol Dial Transplant. 2012;27:1429–37.PubMedCrossRef Peters AM, Perry L, Hooker CA, Howard B, Neilly MD, Seshadri N, et al. Extracellular fluid volume and glomerular filtration rate in 1878 healthy potential renal transplant donors: effects of age, gender, obesity and scaling. Nephrol Dial Transplant. 2012;27:1429–37.PubMedCrossRef
125.
go back to reference Barnfield M. BM. Reference data for Tc99m-DTPA measurements of the GFR derived from live kidney donors. Spring BNMS; 2010: Nuc Med Comm; 2010. p. 471. Barnfield M. BM. Reference data for Tc99m-DTPA measurements of the GFR derived from live kidney donors. Spring BNMS; 2010: Nuc Med Comm; 2010. p. 471.
126.
go back to reference Grewal GS, Blake GM. Reference data for 51Cr-EDTA measurements of the glomerular filtration rate derived from live kidney donors. Nucl Med Commun. 2005;26:61–5.PubMedCrossRef Grewal GS, Blake GM. Reference data for 51Cr-EDTA measurements of the glomerular filtration rate derived from live kidney donors. Nucl Med Commun. 2005;26:61–5.PubMedCrossRef
127.
go back to reference Rhodin MM, Anderson BJ, Peters AM, Coulthard MG, Wilkins B, Cole M, et al. Human renal function maturation: a quantitative description using weight and postmenstrual age. Pediatr Nephrol. 2009;24:67–76.PubMedCrossRef Rhodin MM, Anderson BJ, Peters AM, Coulthard MG, Wilkins B, Cole M, et al. Human renal function maturation: a quantitative description using weight and postmenstrual age. Pediatr Nephrol. 2009;24:67–76.PubMedCrossRef
128.
go back to reference Claassen K, Thelen K, Coboeken K, Gaub T, Lippert J, Allegaert K, et al. Development of a physiologically-based pharmacokinetic model for preterm neonates: evaluation with in vivo data. Curr Pharm Des. 2015;21:5688–98.PubMedCrossRef Claassen K, Thelen K, Coboeken K, Gaub T, Lippert J, Allegaert K, et al. Development of a physiologically-based pharmacokinetic model for preterm neonates: evaluation with in vivo data. Curr Pharm Des. 2015;21:5688–98.PubMedCrossRef
129.
go back to reference Aitkenhead AR, Vater M, Achola K, Cooper CM, Smith G. Pharmacokinetics of single-dose i.v. morphine in normal volunteers and patients with end-stage renal failure. Br J Anaesth. 1984;56:813–9.PubMedCrossRef Aitkenhead AR, Vater M, Achola K, Cooper CM, Smith G. Pharmacokinetics of single-dose i.v. morphine in normal volunteers and patients with end-stage renal failure. Br J Anaesth. 1984;56:813–9.PubMedCrossRef
130.
go back to reference Baillie SP, Bateman DN, Coates PE, Woodhouse KW. Age and the pharmacokinetics of morphine. Age Ageing. 1989;18:258–62.PubMedCrossRef Baillie SP, Bateman DN, Coates PE, Woodhouse KW. Age and the pharmacokinetics of morphine. Age Ageing. 1989;18:258–62.PubMedCrossRef
131.
go back to reference Hoskin PJ, Hanks GW, Aherne GW, Chapman D, Littleton P, Filshie J. The bioavailability and pharmacokinetics of morphine after intravenous, oral and buccal administration in healthy volunteers. Br J Clin Pharmacol. 1989;27:499–505.PubMedPubMedCentralCrossRef Hoskin PJ, Hanks GW, Aherne GW, Chapman D, Littleton P, Filshie J. The bioavailability and pharmacokinetics of morphine after intravenous, oral and buccal administration in healthy volunteers. Br J Clin Pharmacol. 1989;27:499–505.PubMedPubMedCentralCrossRef
132.
go back to reference Osborne R, Joel S, Trew D, Slevin M. Morphine and metabolite behavior after different routes of morphine administration: demonstration of the importance of the active metabolite morphine-6-glucuronide. Clin Pharmacol Ther. 1990;47:12–9.PubMedCrossRef Osborne R, Joel S, Trew D, Slevin M. Morphine and metabolite behavior after different routes of morphine administration: demonstration of the importance of the active metabolite morphine-6-glucuronide. Clin Pharmacol Ther. 1990;47:12–9.PubMedCrossRef
133.
go back to reference Stuart-Harris R, Joel SP, McDonald P, Currow D, Slevin ML. The pharmacokinetics of morphine and morphine glucuronide metabolites after subcutaneous bolus injection and subcutaneous infusion of morphine. Br J Clin Pharmacol. 2000;49:207–14.PubMedPubMedCentralCrossRef Stuart-Harris R, Joel SP, McDonald P, Currow D, Slevin ML. The pharmacokinetics of morphine and morphine glucuronide metabolites after subcutaneous bolus injection and subcutaneous infusion of morphine. Br J Clin Pharmacol. 2000;49:207–14.PubMedPubMedCentralCrossRef
134.
go back to reference Villesen HH, Banning AM, Petersen RH, Weinelt S, Poulsen JB, Hansen SH, et al. Pharmacokinetics of morphine and oxycodone following intravenous administration in elderly patients. Ther Clin Risk Manag. 2007;3:961–7.PubMedPubMedCentral Villesen HH, Banning AM, Petersen RH, Weinelt S, Poulsen JB, Hansen SH, et al. Pharmacokinetics of morphine and oxycodone following intravenous administration in elderly patients. Ther Clin Risk Manag. 2007;3:961–7.PubMedPubMedCentral
135.
136.
go back to reference Westerling D, Persson C, Hoglund P. Plasma concentrations of morphine, morphine-3-glucuronide, and morphine-6-glucuronide after intravenous and oral administration to healthy volunteers: relationship to nonanalgesic actions. Ther Drug Monit. 1995;17:287–301.PubMedCrossRef Westerling D, Persson C, Hoglund P. Plasma concentrations of morphine, morphine-3-glucuronide, and morphine-6-glucuronide after intravenous and oral administration to healthy volunteers: relationship to nonanalgesic actions. Ther Drug Monit. 1995;17:287–301.PubMedCrossRef
137.
138.
go back to reference Keller E, Hoppe-Seyler G, Mumm R, Schollmeyer P. Influence of hepatic cirrhosis and end-stage renal disease on pharmacokinetics and pharmacodynamics of furosemide. Eur J Clin Pharmacol. 1981;20:27–33.PubMedCrossRef Keller E, Hoppe-Seyler G, Mumm R, Schollmeyer P. Influence of hepatic cirrhosis and end-stage renal disease on pharmacokinetics and pharmacodynamics of furosemide. Eur J Clin Pharmacol. 1981;20:27–33.PubMedCrossRef
139.
go back to reference Kerremans AL, Tan Y, van Baars H, van Ginneken CA, Gribnau FW. Furosemide kinetics and dynamics in aged patients. Clin Pharmacol Ther. 1983;34:181–9.PubMedCrossRef Kerremans AL, Tan Y, van Baars H, van Ginneken CA, Gribnau FW. Furosemide kinetics and dynamics in aged patients. Clin Pharmacol Ther. 1983;34:181–9.PubMedCrossRef
140.
go back to reference Muhlberg W, Platt D, Neubig E. Pharmacokinetics and pharmacodynamics of furosemide in geriatric patients. Arch Gerontol Geriatr. 1986;5:249–63.PubMedCrossRef Muhlberg W, Platt D, Neubig E. Pharmacokinetics and pharmacodynamics of furosemide in geriatric patients. Arch Gerontol Geriatr. 1986;5:249–63.PubMedCrossRef
141.
go back to reference Patwardhan RV, Johnson RF, Hoyumpa A Jr, Sheehan JJ, Desmond PV, Wilkinson GR, et al. Normal metabolism of morphine in cirrhosis. Gastroenterology. 1981;81:1006–11.PubMed Patwardhan RV, Johnson RF, Hoyumpa A Jr, Sheehan JJ, Desmond PV, Wilkinson GR, et al. Normal metabolism of morphine in cirrhosis. Gastroenterology. 1981;81:1006–11.PubMed
142.
go back to reference Skarke C, Schmidt H, Geisslinger G, Darimont J, Lotsch J. Pharmacokinetics of morphine are not altered in subjects with Gilbert’s syndrome. Br J Clin Pharmacol. 2003;56:228–31.PubMedPubMedCentralCrossRef Skarke C, Schmidt H, Geisslinger G, Darimont J, Lotsch J. Pharmacokinetics of morphine are not altered in subjects with Gilbert’s syndrome. Br J Clin Pharmacol. 2003;56:228–31.PubMedPubMedCentralCrossRef
143.
go back to reference Luisada AA, Bhat PK, Knighten V. Changes of cardiac output caused by aging: an impedance cardiographic study. Angiology. 1980;31:75–81.PubMedCrossRef Luisada AA, Bhat PK, Knighten V. Changes of cardiac output caused by aging: an impedance cardiographic study. Angiology. 1980;31:75–81.PubMedCrossRef
144.
go back to reference Boyd E. Normal variability in weight of the adult human liver and spleen. Arch Pathol Lab Med. 1933;16:350–72. Boyd E. Normal variability in weight of the adult human liver and spleen. Arch Pathol Lab Med. 1933;16:350–72.
145.
go back to reference Benet LZ. Pharmacokinetics/pharmacodynamics of furosemide in man: a review. J Pharmacokinet Biopharm. 1979;7:1–27.PubMedCrossRef Benet LZ. Pharmacokinetics/pharmacodynamics of furosemide in man: a review. J Pharmacokinet Biopharm. 1979;7:1–27.PubMedCrossRef
146.
go back to reference Macintyre PE, Jarvis DA. Age is the best predictor of postoperative morphine requirements. Pain. 1996;64:357–64.PubMedCrossRef Macintyre PE, Jarvis DA. Age is the best predictor of postoperative morphine requirements. Pain. 1996;64:357–64.PubMedCrossRef
147.
go back to reference Jadhav PR, Cook J, Sinha V, Zhao P, Rostami-Hodjegan A, Sahasrabudhe V, et al. A proposal for scientific framework enabling specific population drug dosing recommendations. J Clin Pharmacol. 2015;55:1073–8.PubMedCrossRef Jadhav PR, Cook J, Sinha V, Zhao P, Rostami-Hodjegan A, Sahasrabudhe V, et al. A proposal for scientific framework enabling specific population drug dosing recommendations. J Clin Pharmacol. 2015;55:1073–8.PubMedCrossRef
Metadata
Title
Development of a Whole-Body Physiologically Based Pharmacokinetic Approach to Assess the Pharmacokinetics of Drugs in Elderly Individuals
Authors
Jan-Frederik Schlender
Michaela Meyer
Kirstin Thelen
Markus Krauss
Stefan Willmann
Thomas Eissing
Ulrich Jaehde
Publication date
01-12-2016
Publisher
Springer International Publishing
Published in
Clinical Pharmacokinetics / Issue 12/2016
Print ISSN: 0312-5963
Electronic ISSN: 1179-1926
DOI
https://doi.org/10.1007/s40262-016-0422-3

Other articles of this Issue 12/2016

Clinical Pharmacokinetics 12/2016 Go to the issue

Acknowledgement to Referees

Acknowledgement to Referees