Abstract
Enormous advances in life sciences and molecular biology mean that research today generates massive amounts of data that can potentially serve to advance the development of individualized therapies. Such treatments are based on the principles of disease prevention, prediction, early diagnosis and reliable monitoring of therapeutic efficacy with the goal of providing personalized treatments that improve the health of individuals. The development of personalized medicine is of considerable importance for pediatric patient populations, and represents a move away from the use of treatment dosages based on experience with the same compounds in adults. Currently, however, we know little about developmental pharmacogenomics and, although many biomarkers are available for use in clinical research, there have been few applications in the management of pediatric diseases. This chapter reviews the requirements for pediatric personalized medicine and describes a group of diseases that require such an approach. Personalized medicine is particularly relevant for the treatment of rare childhood diseases, and the group of life-threatening neurological diseases known as lysosomal storage diseases (LSDs) represents a potential study population. The genetic bases of these disorders are generally well defined, there is the potential for diagnosis at birth or prenatally, and there are several therapeutic options available or under development.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Abbreviations
- ADRs:
-
Adverse Drug Reactions
- ALL:
-
Acute Lymphoblastic Leukaemia
- CNS:
-
Central Nervous System
- CPNDS:
-
Canadian Pharmacogenomics Network for Drug Safety
- CYP:
-
Cytochrome P450
- ERT:
-
Enzyme Replacement Therapy
- EU:
-
European Union
- HLA:
-
Human Leukocyte Antigen
- LSDs:
-
Lysosomal Storage Diseases
- SRT:
-
Substrate Reduction Therapy
- TEDDY:
-
Task force in Europe for Drug Development for the Young
- TPMT:
-
Thiopurine methyltransferase
- UGT:
-
UDP-glucuronosyltransferase
References
Tanaka H (2010) Omics-based medicine and systems pathology. A new perspective for personalized and predictive medicine. Methods Inf Med 49(2):173–185
Lesko LJ (2007) Personalized medicine: elusive dream or imminent reality? Clin Pharmacol Ther 81:807–816
Biomarkers Definitions Working Group (2001) Biomarkers and surrogate endpoints: preferred definitions and conceptual framework. Clin Pharmacol Ther 69(3):89–95
Chakravarty A (2003) Surrogate markers: their role in regulatory decision process. Food and Drug Administration. Washington DC
Parliamentary Copyright (2009) The Parliamentary Office of Science and Technology. http://www.parliament.uk/post. Accessed 10 Dec 2012
Klein TE, Chang JT, Cho MK, Easton KL, Fergerson R, Hewett M, Lin Z, Liu Y, Liu S, Oliver DE, Rubin DL, Shafa F, Stuart JM, Altman RB (2001) Integrating genotype and phenotype information: an overview of the PharmGKB project. Pharmacogenetics Research Network and Knowledge Base. Pharmacogenomics J 1(3):167–170
Editorial (2012) What happened to personalized medicine? Nat Biotechnol 30(1):1
Hung SI, Chung WH, Jee SH, Chen WC, Chang YT, Lee WR, Hu SL, Wu MT, Chen GS, Wong TW, Hsiao PF, Chen WH, Shih HY, Fang WH, Wei CY, Lou YH, Huang YL, Lin JJ, Chen YT (2006) Genetic susceptibility to carbamazepine-induced cutaneous adverse drug reactions. Pharmacogenet Genomics 16:297–306
Hetherington S, Hughes AR, Mosteller M, Shortino D, Baker KL, Spreen W, Lai E, Davies K, Handley A, Dow DJ, Fling ME, Stocum M, Bowman C, Thurmond LM, Roses AD (2002) Genetic variations in HLA-B region and hypersensitivity reactions to abacavir. Lancet 359:1121–1122
Kauf TL, Farkouh RA, Earnshaw SR, Watson ME, Maroudas P, Chambers MG (2010) Economic efficiency of genetic screening to inform the use of abacavir sulfate in the treatment of HIV. Pharmacoeconomics 28:1025–1039
Chung WH, Hung SI, Chen YT (2010) Genetic predisposition of life-threatening antiepileptic-induced skin reactions. Expert Opin Drug Saf 9:15–21
Vogenberg FR, Isaacson Barash C, Pursel M (2010) Personalized medicine: part 1: evolution and development into theranostics. P T 35:560–576
Leeder JS, Lantos J, Spielberg SP (2010) Conference scene: pediatric pharmacogenomics and personalized medicine. Pharmacogenomics 11(12):1691–1702
ICH E 11 (2000) Clinical investigation of medicinal products in the paediatric population. Published in the UK. In: EU: Note for guidance on clinical investigation of medicinal products in the paediatric population (CPMP/ICH/2711/99). London; and in the US. In: US: International conference on harmonisation. Guidance on E 11 clinical investigation of medicinal products in pediatric population; Notice. Federal Register, 65:78493–78494
Boat TF (2007 Nov) The future of pediatric research. J Pediatr 151(5 Suppl):S21–S27
Loo TT, Ross CJ, Sistonen J, Visscher H, Madadi P, Koren G, Hayden MR, Carleton BC (2010) Pharmacogenomics and active surveillance for serious adverse drug reactions in children. Pharmacogenomics 11:1269–1285
Ceci A, Felisi M, Baiardi P, Bonifazi F, Catapano M, Giaquinto C, Nicolosi A, Sturkenboom M, Neubert A, Wong I (2006) Medicines for children licensed by the European Medicines Agency (EMEA): the balance after 10 years. Eur J Clin Pharmacol 62:947–952
Leeder JS, Kearns GL, Spielberg SP, van den Anker J (2010) Understanding the relative roles of pharmacogenetics and ontogeny in pediatric drug development and regulatory science. J Clin Pharmacol 50:1377–1387
Kearns GL, Abdel-Rahman SM, Alander SW, Blowey DL, Leeder JS, Kauffman RE (2003) Developmental pharmacology – drug disposition, action, and therapy in infants and children. N Engl J Med 349:1157–1167
Strassburg CP, Strassburg A, Kneip S, Barut A, Tukey RH, Rodeck B, Manns MP (2002) Developmental aspects of human hepatic drug glucuronidation in young children and adults. Gut 50:259–265
Yokoi T (2009) Essentials for starting a pediatric clinical study (1): pharmacokinetics in children. J Toxicol Sci 34(2):SP307–SP312
Odell GB (1967) “Physiologic” hyperbilirubinemia in the neonatal period. N Engl J Med 277:193–195
Kawade N, Onishi S (1981) The prenatal and postnatal development of UDP-glucuronyltransferase activity towards bilirubin and the effect of premature birth on this activity in the human liver. Biochem J 196:257–260
Miyagi SJ, Collier AC (2011 May) The development of UDP-glucuronosyltransferases 1A1 and 1A6 in the pediatric liver. Drug Metab Dispos 39(5):912–919
Miyagi SJ, Collier AC (2007) Pediatric development of glucuronidation: the ontogeny of hepatic UGT1A4. Drug Metab Dispos 35:1587–1592
Rodriguez W, Selen A, Avant D, Chaurasia C, Crescenzi T, Gieser G, Di Giacinto J, Huang SM, Lee P, Mathis L, Murphy D, Murphy S, Roberts R, Sachs HC, Suarez S, Tandon V, Uppoor RS (2008) Improving pediatric dosing through pediatric initiatives: what we have learned. Pediatrics 121:530–539
Paolucci P, Jones KP, del Carmen Cano Garcinuno M, Catapano M, Iolascon A, Ceci A (2008) Challenges in prescribing drugs for children with cancer. Lancet Oncol 9:176–183
Russo R, Capasso M, Paolucci P, Iolascon A (2011) Pediatric pharmacogenetic and pharmacogenomic studies: the current state and future perspectives. Eur J Clin Pharmacol 67(Suppl 1):17–27
Krekels E, Ceci A, Iolascon A, Girotto S, Della Pasqua O (2009) The role of paediatric pharmacogenetic studies in Europe. Pharm Policy Law 11:23–39
Holmes MV, Shah T, Vickery C, Smeeth L, Hingorani AD, Casas JP (2009) Fulfilling the promise of personalized medicine? Systematic review and field synopsis of pharmacogenetic studies. PLoS One 4:e7960
Brisson AR, Matsui D, Rieder MJ, Fraser DD (2012 Jan) Translational research in pediatrics: tissue sampling and biobanking. Pediatrics 129(1):153–162
Becker ML, Leeder JS (2010) Developmental pharmacogenetics in pediatric rheumatology: utilizing a new paradigm to effectively treat patients with juvenile idiopathic arthritis with methotrexate. Hum Genomic Proteomic 2010:257120
Arnold D, Jones BL (2009) Personalized medicine: a pediatric perspective. Curr Allergy Asthma Rep 9:426–432
Carroll WL, Bhojwani D, Min DJ, Raetz E, Relling M, Davies S, Downing JR, Willman CL, Reed JC (2003) Pediatric acute lymphoblastic leukemia. Hematol Am Soc Hematol Educ Progr 2003:102–131
Yates CR, Krynetski EY, Loennechen T, Fessing MY, Tai HL, Pui CH, Relling MV, Evans WE (1997) Molecular diagnosis of thiopurine S-methyltransferase deficiency: genetic basis for azathioprine and mercaptopurine intolerance. Ann Intern Med 126:608–614
Lennard L, Lilleyman JS, Van Loon J, Weinshilboum RM (1990) Genetic variation in response to 6-mercaptopurine for childhood acute lymphoblastic leukaemia. Lancet 336:225–229
Relling MV, Hancock ML, Rivera GK, Sandlund JT, Ribeiro RC, Krynetski EY, Pui CH, Evans WE (1999) Mercaptopurine therapy intolerance and heterozygosity at the thiopurine S-methyltransferase gene locus. J Natl Cancer Inst 91:2001–2008
Relling MV, Gardner EE, Sandborn WJ, Schmiegelow K, Pui CH, Yee SW, Stein CM, Carrillo M, Evans WE, Klein TE (2011) Clinical pharmacogenetics implementation consortium guidelines for thiopurine methyltransferase genotype and thiopurine dosing. Clin Pharmacol Ther 89:387–391
Carleton B, Poole R, Smith M, Leeder J, Ghannadan R, Ross C, Phillips M, Hayden M (2009) Adverse drug reaction active surveillance: developing a national network in Canada’s children’s hospitals. Pharmacoepidemiol Drug Saf 18:713–721
Madadi P, Ross CJ, Hayden MR, Carleton BC, Gaedigk A, Leeder JS, Koren G (2009) Pharmacogenetics of neonatal opioid toxicity following maternal use of codeine during breastfeeding: a case–control study. Clin Pharmacol Ther 85:31–35
Crowley JJ, Sullivan PF, McLeod HL (2009) Pharmacogenomic genome-wide association studies: lessons learned thus far. Pharmacogenomics 10:161–163
(2010) November/December Tufts CSDD impact report
(2009) Council recommendation on action in the field of rare diseases. http://www.consilium.europa.eu/uedocs/cms_data/docs/pressdata/en/lsa/108383.pdf. Accessed 10 Dec 2012
Poorthuis BJ, Wevers RA, Kleijer WJ, Groener JE, de Jong JG, van Weely S, Niezen-Koning KE, van Diggelen OP (1999) The frequency of lysosomal storage diseases in The Netherlands. Hum Genet 105:151–156
Meikle PJ, Hopwood JJ, Clague AE, Carey WF (1999) Prevalence of lysosomal storage disorders. JAMA 281:249–254
Fuller M, Meikle PJ, Hopwood JJ (2006) Epidemiology of lysosomal storage diseases: an overview. In: Mehta A, Beck M, Sunder-Plassmann G (eds) Fabry disease: perspectives from 5 years of FOS. Oxford PharmaGenesis Ltd, Oxford, pp 9–20
Scarpa M, Ceci A, Tomanin R, Mincarone P, Begley D (2011) Personalised medicine in paediatrics: individualising treatment in children with rare neurological diseases. EPMA J 2(2):231–239
Neufeld EF, Muenzer J (2001) The mucopolysaccharidoses. In: Scriver CR, Beaudet AL, Sly WS, Valle D (eds) The metabolic and molecular bases of inherited disease. McGraw-Hill, New York, pp 3421–3452
Gieselmann V, Krageloh-Mann I (2010) Metachromatic leukodystrophy – an update. Neuropediatrics 41:1–6
Parkinson-Lawrence EJ, Shandala T, Prodoehl M, Plew R, Borlace GN, Brooks DA (2010) Lysosomal storage disease: revealing lysosomal function and physiology. Physiology (Bethesda) 25:102–115
Bellettato CM, Scarpa M (2010) Pathophysiology of neuropathic lysosomal storage disorders. J Inherit Metab Dis 33:347–362
Vitner EB, Platt FM, Futerman AH (2010) Common and uncommon pathogenic cascades in lysosomal storage diseases. J Biol Chem 285:20423–20427
Duffner PK, Caggana M, Orsini JJ, Wenger DA, Patterson MC, Crosley CJ, Kurtzberg J, Arnold GL, Escolar ML, Adams DJ, Andriola MR, Aron AM, Ciafaloni E, Djukic A, Erbe RW, Galvin-Parton P, Helton LE, Kolodny EH, Kosofsky BE, Kronn DF, Kwon JM, Levy PA, Miller-Horn J, Naidich TP, Pellegrino JE, Provenzale JM, Rothman SJ, Wasserstein MP (2009) Newborn screening for Krabbe disease: the New York State model. Pediatr Neurol 40:245–252
Schroder W, Petruschka L, Wehnert M, Zschiesche M, Seidlitz G, Hopwood JJ, Herrmann FH (1993) Carrier detection of hunter syndrome (MPS II) by biochemical and DNA techniques in families at risk. J Med Genet 30:210–213
Meikle PJ, Grasby DJ, Dean CJ, Lang DL, Bockmann M, Whittle AM, Fietz MJ, Simonsen H, Fuller M, Brooks DA, Hopwood JJ (2006) Newborn screening for lysosomal storage disorders. Mol Genet Metab 88:307–314
Kaye EM (2001) Lysosomal storage diseases. Curr Treat Options Neurol 3:249–256
Anson DS, McIntyre C, Byers S (2011) Therapies for neurological disease in the mucopolysaccharidoses. Curr Gene Ther 11:132–143
Neufeld EF (2006) Enzyme replacement therapy – a brief history. In: Mehta A, Beck M, Sunder-Plassmann G (eds) Fabry disease: perspectives from 5 years of FOS. Oxford PharmaGenesis Ltd, Oxford, pp 93–99
Escolar ML, Poe MD, Martin HR, Kurtzberg J (2006) A staging system for infantile Krabbe disease to predict outcome after unrelated umbilical cord blood transplantation. Pediatrics 118:e879–e889
Begley DJ, Pontikis CC, Scarpa M (2008) Lysosomal storage diseases and the bloodbrain barrier. Curr Pharm Des 14:1566–1580
Acknowledgements
The authors would like to thank all of the members of the Brains for Brain Foundation and in particular the patients and families affected by lysosomal storage disorders; Harriet Crofts (Oxford PharmaGenesis Ltd, Tubney, Oxfordshire, UK) for kindly revising the manuscript.
Medical writing support to the authors for the original manuscript on which this book chapter is based (Scarpa et al. [47]) was sponsored by Shire HGT. The sponsor had no influence on the contents or direction of that manuscript. The authors take full responsibility for the content of the paper.
Conflict of interest Maurizio Scarpa has received research grants, honoraria and travel support for speaking engagements from Actelion, Shire HGT, Genzyme Corporation and BioMarin. David Begley has received research grants, honoraria and travel support for speaking engagements from Actelion, Shire HGT, Genzyme Corporation, BioMarin and GlaxoSmithKline. Adriana Ceci, Rosella Tomanin, Cinzia Maria Bellettato, Francesca D’Avanzo and Alessandra Zanetti have no conflicts of interest.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer Science+Business Media Dordrecht
About this chapter
Cite this chapter
Tomanin, R. et al. (2013). Personalized Medicine in Rare Pediatric Neurometabolic Diseases. In: Mandel, S. (eds) Neurodegenerative Diseases: Integrative PPPM Approach as the Medicine of the Future. Advances in Predictive, Preventive and Personalised Medicine, vol 2. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-5866-7_14
Download citation
DOI: https://doi.org/10.1007/978-94-007-5866-7_14
Published:
Publisher Name: Springer, Dordrecht
Print ISBN: 978-94-007-5865-0
Online ISBN: 978-94-007-5866-7
eBook Packages: MedicineMedicine (R0)