New Paradigms for Growth Hormone Treatment in the 21st Century: Prediction Models
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M.B. Ranke
ABSTRACT
Inconsistent and sometimes disappointing final height outcomes in studies in which exogenous growth hormone (GH) was given to children with short stature resulting from various causes have led to attempts to determine the factors that influence responsiveness to GH. Many such factors have been identified, including the genetically determined height potential of the child, the height deficit, current and perinatal auxological and biological factors, and, importantly, GH treatment modalities. These factors vary depending on the cause of the growth failure and during the course of childhood and treatment with GH. Data from welldefined large cohorts can be entered into multiple regression analyses to derive algorithms describing the variation in growth response during a defined period and the influence on this of various factors. Pharmacoepidemiologic surveys have been particularly useful in this regard. Algorithms with low-error SD values, which have included the dose of GH as a variable, can be used to predict the response to a putative GH dose in a similar cohort or in an individual over an equivalent period. A sequential series of such algorithms can be integrated to form a predictive model. Such a model can be used for planning a course of treatment, but the patient data required for entry into the model should be easily obtainable if the model is to have widespread utility. The development of such models will allow GH treatment to be better individualized and optimized for growth and cost outcomes. Growth prediction models will facilitate realistic expectations and will permit stepwise goals to be set and monitored.
© 2014 by Walter de Gruyter Berlin/Boston
Artikel in diesem Heft
- Titelei
- TABLE OF CONTENTS
- Foreword
- What Happens When Growth Hormone is Discontinued at Completion of Growth? Metabolic Aspects
- Growth Hormone Deficiency and Peak Bone Mass
- Optimal Strategy for Management of Pituitary Disease in the Growth Hormone-Deficient Teenager
- Ethical Dilemmas in Pediatric Endocrinology: Growth Hormone for Short Normal Children
- Evidence-Based Approach to Growth Hormone Replacement Therapy in Adults, with Special Emphasis on Body Composition
- Evidence-Based Growth Hormone Therapy Prediction Models
- New Paradigms for Growth Hormone Treatment in the 21st Century: Prediction Models
- Role of Insulin-like Growth Factor Monitoring in Optimizing Growth Hormone Therapy
- Knockout Mice Challenge Our Concepts of Glucose Homeostasis and the Pathogenesis of Diabetes Mellitus
- Type 2 Diabetes Mellitus in Children: Pathophysiology and Risk Factors
- Emergence of Type 2 Diabetes Mellitus in Children: Epidemiological Evidence
- Treatment of Type 2 Diabetes Mellitus in Children and Adolescents
- Diagnosis of Maturity-Onset Diabetes of the Young in the Pediatric Diabetes Clinic
- Thrifty Genotypes and Phenotypes in the Pathogenesis of Type 2 Diabetes Mellitus
- Estradiol: A Protective Factor in the Adult Brain
- Estrogen Treatment and Estrogen Suppression: Metabolic Effects in Adolescence
- Estrogen, Bone, Growth and Sex: A Sea Change in Conventional Wisdom
- Route-Dependent Endocrine and Metabolic Effects of Estrogen Replacement Therapy
- Telomerase and the Cellular Lifespan: Implications for the Aging Process
- Human Aging and Progeria
- A Role for the Somatotropic Axis in Neural Development, Injury and Disease
- Hypothalamic Growth Hormone-Insulin-like Growth Factor-I Axis across the Human Life Span
- The Lost Voice: A History of the Castrato
- SELECTED POSTER ABSTRACTS
- GROWTH. FETAL GROWTH. SGA
- SYNDROMES: TURNER. PRADER-WILLI. NOONAN. PHP. OTHERS
- GHD. HYPOPITUITARISM. KIGS
- METABOLIC. GENETIC. ADULT. ACROMEGALY
- GH. IGF. IGFBPs
- GROWTH IN SYSTEMIC DISEASE. CRI. RICKETS. STEROIDS
Artikel in diesem Heft
- Titelei
- TABLE OF CONTENTS
- Foreword
- What Happens When Growth Hormone is Discontinued at Completion of Growth? Metabolic Aspects
- Growth Hormone Deficiency and Peak Bone Mass
- Optimal Strategy for Management of Pituitary Disease in the Growth Hormone-Deficient Teenager
- Ethical Dilemmas in Pediatric Endocrinology: Growth Hormone for Short Normal Children
- Evidence-Based Approach to Growth Hormone Replacement Therapy in Adults, with Special Emphasis on Body Composition
- Evidence-Based Growth Hormone Therapy Prediction Models
- New Paradigms for Growth Hormone Treatment in the 21st Century: Prediction Models
- Role of Insulin-like Growth Factor Monitoring in Optimizing Growth Hormone Therapy
- Knockout Mice Challenge Our Concepts of Glucose Homeostasis and the Pathogenesis of Diabetes Mellitus
- Type 2 Diabetes Mellitus in Children: Pathophysiology and Risk Factors
- Emergence of Type 2 Diabetes Mellitus in Children: Epidemiological Evidence
- Treatment of Type 2 Diabetes Mellitus in Children and Adolescents
- Diagnosis of Maturity-Onset Diabetes of the Young in the Pediatric Diabetes Clinic
- Thrifty Genotypes and Phenotypes in the Pathogenesis of Type 2 Diabetes Mellitus
- Estradiol: A Protective Factor in the Adult Brain
- Estrogen Treatment and Estrogen Suppression: Metabolic Effects in Adolescence
- Estrogen, Bone, Growth and Sex: A Sea Change in Conventional Wisdom
- Route-Dependent Endocrine and Metabolic Effects of Estrogen Replacement Therapy
- Telomerase and the Cellular Lifespan: Implications for the Aging Process
- Human Aging and Progeria
- A Role for the Somatotropic Axis in Neural Development, Injury and Disease
- Hypothalamic Growth Hormone-Insulin-like Growth Factor-I Axis across the Human Life Span
- The Lost Voice: A History of the Castrato
- SELECTED POSTER ABSTRACTS
- GROWTH. FETAL GROWTH. SGA
- SYNDROMES: TURNER. PRADER-WILLI. NOONAN. PHP. OTHERS
- GHD. HYPOPITUITARISM. KIGS
- METABOLIC. GENETIC. ADULT. ACROMEGALY
- GH. IGF. IGFBPs
- GROWTH IN SYSTEMIC DISEASE. CRI. RICKETS. STEROIDS
