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Liimatta J, du Toit T, Voegel CD, Jääskeläinen J, Lakka TA, Flück CE. Multiple androgen pathways contribute to the steroid signature of adrenarche. Mol Cell Endocrinol 2024; 592:112293. [PMID: 38838762 DOI: 10.1016/j.mce.2024.112293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Revised: 05/06/2024] [Accepted: 06/01/2024] [Indexed: 06/07/2024]
Abstract
CONTEXT Adrenarche is a normal developmental event in mid-childhood characterized by increasing adrenal androgen secretion. The role of the classic androgen pathway has been well described in adrenarche, but the role of newer active androgens and additional androgen pathways is less clear. OBJECTIVE To study the contribution of novel androgens and related steroid biosynthesis pathways to the development of adrenarche, and to identify additional steroid biomarkers of adrenarche. DESIGN A longitudinal study of children aged 6-8 years at baseline, followed up at ages 8-10 and 14-16 years. A total of 34 children (20 girls) with clinical and/or biochemical signs of adrenarche (cases) and 24 children (11 girls) without these signs (controls) at age 8-10 years were included. Serum steroid profiling was performed by liquid chromatography high-resolution mass spectrometry. MAIN OUTCOME MEASURES Thirty-two steroids compartmentalized in progestagens, gluco- and mineralocorticoid pathways, and four androgen related pathways, including the classic, backdoor, 11-oxy, and 11-oxy backdoor pathways. RESULTS The classic and 11-oxy androgen pathways were more active, and serum concentrations of main androgens in the classic (dehydroepiandrosterone, dehydroepiandrosterone sulfate, androstenedione and androsterone) and 11-oxy (11β-hydroxyandrostenedione, 11β-hydroxytestosterone, 11-ketoandrostenedione, and 11-ketotestosterone) pathways were higher in cases at ages 6-8 and 8-10 years. Pregnenolone concentrations at adrenarchal age (8-10 years) and cortisol concentrations at adolescence (14-16 years) were higher in cases. 11β-hydroxyandrosterone and 11-ketoandrosterone tended to be higher in cases with clinical signs compared to cases who had only biochemical evidence of adrenarche, albeit they were detected at low levels. In biomarker analyses, calculated steroid ratios with cortisol, cortisone, or 11-deoxycortisone as dividers were better classifiers for adrenarche than single steroids. Among these ratios, androstenedione/cortisone was the best. CONCLUSIONS The classic and 11-oxy androgen pathways are active in adrenarche. Children with earlier timing of adrenarche have higher serum cortisol levels at late pubertal age, suggesting that early adrenarche might have long-term effects on adrenal steroidogenesis by increasing the activity of the glucocorticoid pathway. Future studies should employ comprehensive steroid profiling to define novel classifiers and biomarkers for adrenarche and premature adrenarche.
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Affiliation(s)
- Jani Liimatta
- Pediatric Endocrinology, Diabetology, and Metabolism, Inselspital, Bern University Hospital, Bern, Switzerland; Department of BioMedical Research (DBMR), University of Bern, Bern, Switzerland; Kuopio Pediatric Research Unit (KuPRU), University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland.
| | - Therina du Toit
- Pediatric Endocrinology, Diabetology, and Metabolism, Inselspital, Bern University Hospital, Bern, Switzerland; Department of BioMedical Research (DBMR), University of Bern, Bern, Switzerland
| | - Clarissa D Voegel
- Department of BioMedical Research (DBMR), University of Bern, Bern, Switzerland; Department of Nephrology and Hypertension, Bern University Hospital, Bern, Switzerland
| | - Jarmo Jääskeläinen
- Kuopio Pediatric Research Unit (KuPRU), University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland
| | - Timo A Lakka
- Institute of Biomedicine, School of Medicine, University of Eastern Finland, Kuopio, Finland; Department of Clinical Physiology and Nuclear Medicine, Kuopio University Hospital, Kuopio, Finland; Foundation for Research in Health Exercise and Nutrition, Kuopio Research Institute of Exercise Medicine, Kuopio, Finland
| | - Christa E Flück
- Pediatric Endocrinology, Diabetology, and Metabolism, Inselspital, Bern University Hospital, Bern, Switzerland; Department of BioMedical Research (DBMR), University of Bern, Bern, Switzerland.
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Rosenfield RL. The Search for the Causes of Common Hyperandrogenism, 1965 to Circa 2015. Endocr Rev 2024; 45:553-592. [PMID: 38457123 DOI: 10.1210/endrev/bnae007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Revised: 12/23/2023] [Accepted: 03/06/2024] [Indexed: 03/09/2024]
Abstract
From 1965 to 2015, immense strides were made into understanding the mechanisms underlying the common androgen excess disorders, premature adrenarche and polycystic ovary syndrome (PCOS). The author reviews the critical discoveries of this era from his perspective investigating these disorders, commencing with his early discoveries of the unique pattern of plasma androgens in premature adrenarche and the elevation of an index of the plasma free testosterone concentration in most hirsute women. The molecular genetic basis, though not the developmental biologic basis, for adrenarche is now known and 11-oxytestosterones shown to be major bioactive adrenal androgens. The evolution of the lines of research into the pathogenesis of PCOS is historically traced: research milestones are cited in the areas of neuroendocrinology, insulin resistance, hyperinsulinism, type 2 diabetes mellitus, folliculogenesis, androgen secretion, obesity, phenotyping, prenatal androgenization, epigenetics, and complex genetics. Large-scale genome-wide association studies led to the 2014 discovery of an unsuspected steroidogenic regulator DENND1A (differentially expressed in normal and neoplastic development). The splice variant DENND1A.V2 is constitutively overexpressed in PCOS theca cells in long-term culture and accounts for their PCOS-like phenotype. The genetics are complex, however: DENND1A intronic variant copy number is related to phenotype severity, and recent data indicate that rare variants in a DENND1A regulatory network and other genes are related to PCOS. Obesity exacerbates PCOS manifestations via insulin resistance and proinflammatory cytokine excess; excess adipose tissue also forms testosterone. Polycystic ovaries in 40 percent of apparently normal women lie on the PCOS functional spectrum. Much remains to be learned.
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Affiliation(s)
- Robert L Rosenfield
- Department of Pediatrics and Medicine, The University of Chicago, Chicago, IL 94109, USA
- Department of Pediatrics, The University of California, San Francisco, San Francisco, CA 94143, USA
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Augsburger P, Liimatta J, Flück CE. Update on Adrenarche-Still a Mystery. J Clin Endocrinol Metab 2024; 109:1403-1422. [PMID: 38181424 DOI: 10.1210/clinem/dgae008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 12/29/2023] [Accepted: 01/04/2024] [Indexed: 01/07/2024]
Abstract
CONTEXT Adrenarche marks the timepoint of human adrenal development when the cortex starts secreting androgens in increasing amounts, in healthy children at age 8-9 years, with premature adrenarche (PA) earlier. Because the molecular regulation and significance of adrenarche are unknown, this prepubertal event is characterized descriptively, and PA is a diagnosis by exclusion with unclear long-term consequences. EVIDENCE ACQUISITION We searched the literature of the past 5 years, including original articles, reviews, and meta-analyses from PubMed, ScienceDirect, Web of Science, Embase, and Scopus, using search terms adrenarche, pubarche, DHEAS, steroidogenesis, adrenal, and zona reticularis. EVIDENCE SYNTHESIS Numerous studies addressed different topics of adrenarche and PA. Although basic studies on human adrenal development, zonation, and zona reticularis function enhanced our knowledge, the exact mechanism leading to adrenarche remains unsolved. Many regulators seem involved. A promising marker of adrenarche (11-ketotestosterone) was found in the 11-oxy androgen pathway. By current definition, the prevalence of PA can be as high as 9% to 23% in girls and 2% to 10% in boys, but only a subset of these children might face related adverse health outcomes. CONCLUSION New criteria for defining adrenarche and PA are needed to identify children at risk for later disease and to spare children with a normal variation. Further research is therefore required to understand adrenarche. Prospective, long-term studies should characterize prenatal or early postnatal developmental pathways that modulate trajectories of birth size, early postnatal growth, childhood overweight/obesity, adrenarche and puberty onset, and lead to abnormal sexual maturation, fertility, and other adverse outcomes.
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Affiliation(s)
- Philipp Augsburger
- Pediatric Endocrinology, Diabetology, and Metabolism, Inselspital, Bern University Hospital, 3010 Bern, Switzerland
- Department of BioMedical Research (DBMR), University of Bern, 3008 Bern, Switzerland
| | - Jani Liimatta
- Pediatric Endocrinology, Diabetology, and Metabolism, Inselspital, Bern University Hospital, 3010 Bern, Switzerland
- Department of BioMedical Research (DBMR), University of Bern, 3008 Bern, Switzerland
- Kuopio Pediatric Research Unit (KuPRU), University of Eastern Finland and Kuopio University Hospital, 70029 Kuopio, Finland
| | - Christa E Flück
- Pediatric Endocrinology, Diabetology, and Metabolism, Inselspital, Bern University Hospital, 3010 Bern, Switzerland
- Department of BioMedical Research (DBMR), University of Bern, 3008 Bern, Switzerland
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Liimatta J, Flück CE, Mäntyselkä A, Häkkinen MR, Auriola S, Voutilainen R, Jääskeläinen J, Lakka TA. Effects of 2-Year Physical Activity and Dietary Intervention on Adrenarchal and Pubertal Development: The PANIC Study. J Clin Endocrinol Metab 2023; 108:e1603-e1613. [PMID: 37329220 PMCID: PMC10655527 DOI: 10.1210/clinem/dgad367] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 06/10/2023] [Accepted: 06/15/2023] [Indexed: 06/18/2023]
Abstract
CONTEXT Childhood overweight has been linked to earlier development of adrenarche and puberty, but it remains unknown if lifestyle interventions influence sexual maturation in general populations. OBJECTIVE To investigate if a 2-year lifestyle intervention influences circulating androgen concentrations and sexual maturation in a general population of children. METHODS We conducted a 2-year physical activity and dietary intervention study in which 421 prepubertal and mostly normal-weight 6- to 9-year-old children were allocated either to a lifestyle intervention group (119 girls, 132 boys) or a control group (84 girls, 86 boys). The main outcome measures were serum dehydroepiandrosterone (DHEA), dehydroepiandrosterone sulfate (DHEAS), androstenedione (A4), and testosterone concentrations, and clinical adrenarchal and pubertal signs. RESULTS The intervention and control groups had no differences in body size and composition, clinical signs of androgen action, and serum androgens at baseline. The intervention attenuated the increase of DHEA (P = .032), DHEAS (P = .001), A4 (P = .003), and testosterone (P = .007) and delayed pubarche (P = .038) in boys but it only attenuated the increase of DHEA (P = .013) and DHEAS (P = .003) in girls. These effects of lifestyle intervention on androgens and the development of pubarche were independent of changes in body size and composition, but the effects of intervention on androgens were partly explained by changes in fasting serum insulin. CONCLUSION A combined physical activity and dietary intervention attenuates the increase of serum androgen concentrations and sexual maturation in a general population of prepubertal and mostly normal-weight children, independently of changes in body size and composition.
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Affiliation(s)
- Jani Liimatta
- Kuopio Pediatric Research Unit (KuPRU), University of Eastern Finland, 70029 Kuopio, Finland
- Department of BioMedical Research (DBMR), University of Bern, 3008 Bern, Switzerland
- Pediatric Endocrinology, Diabetology, and Metabolism, Inselspital, Bern University Hospital, 3010 Bern, Switzerland
| | - Christa E Flück
- Department of BioMedical Research (DBMR), University of Bern, 3008 Bern, Switzerland
- Pediatric Endocrinology, Diabetology, and Metabolism, Inselspital, Bern University Hospital, 3010 Bern, Switzerland
| | - Aino Mäntyselkä
- Kuopio Pediatric Research Unit (KuPRU), University of Eastern Finland, 70029 Kuopio, Finland
- Department of Pediatrics, Kuopio University Hospital, 70029 Kuopio, Finland
| | - Merja R Häkkinen
- School of Pharmacy, University of Eastern Finland, 70211 Kuopio, Finland
- Department of Health Security, Finnish Institute for Health and Welfare (THL), 70701 Kuopio, Finland
| | - Seppo Auriola
- School of Pharmacy, University of Eastern Finland, 70211 Kuopio, Finland
| | - Raimo Voutilainen
- Kuopio Pediatric Research Unit (KuPRU), University of Eastern Finland, 70029 Kuopio, Finland
- Department of Pediatrics, Kuopio University Hospital, 70029 Kuopio, Finland
| | - Jarmo Jääskeläinen
- Kuopio Pediatric Research Unit (KuPRU), University of Eastern Finland, 70029 Kuopio, Finland
- Department of Pediatrics, Kuopio University Hospital, 70029 Kuopio, Finland
| | - Timo A Lakka
- Institute of Biomedicine, School of Medicine, University of Eastern Finland, 70211 Kuopio, Finland
- Department of Clinical Physiology and Nuclear Medicine, Kuopio University Hospital, 70210 Kuopio, Finland
- Foundation for Research in Health Exercise and Nutrition, Kuopio Research Institute of Exercise Medicine, 70211 Kuopio, Finland
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Altinkilic EM, du Toit T, Sakin Ö, Attar R, Groessl M, Flück CE. The serum steroid signature of PCOS hints at the involvement of novel pathways for excess androgen biosynthesis. J Steroid Biochem Mol Biol 2023; 233:106366. [PMID: 37499841 DOI: 10.1016/j.jsbmb.2023.106366] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Revised: 06/28/2023] [Accepted: 07/18/2023] [Indexed: 07/29/2023]
Abstract
CONTEXT Polycystic ovary syndrome (PCOS) is defined by androgen excess and ovarian dysfunction in the absence of a specific physiological diagnosis. The best clinical marker of androgen excess is hirsutism, while the best biochemical parameter is still a matter of debate. Current consensus guidelines recommend, among other hormones, serum free testosterone as an important serum parameter to measure androgen excess. Recently, however, novel active androgens and androgen metabolic pathways have been discovered. OBJECTIVE To assess the contribution of novel androgens and related steroid biosynthetic pathways to the serum steroid pool in PCOS women in comparison to healthy controls. DESIGN This is a case control study, wherein PCOS was diagnosed according to the AE-PCOS 2009 criteria. Serum steroid profiling was performed by liquid chromatography high-resolution mass spectrometry. SETTING Yeditepe University and associated clinics in Istanbul, Turkey, together with Bern University Hospital Inselspital, Bern, Switzerland. PARTICIPANTS 42 PCOS women and 42 matched, healthy control women. MAIN OUTCOME MEASURES Assessment of 34 steroids compartmentalized in four androgen related pathways: the classic androgen pathway, the backdoor pathway, the C11-oxy backdoor pathway, and the C11-oxy (11β-hydroxyandrostenedione) pathway. RESULTS Metabolites of all four pathways were identified in healthy and PCOS women. Highest concentrations were found for progesterone in controls and androstenedione in PCOS. Lowest levels were found for 11-ketotestosterone in controls compared to PCOS, and for 20α-hydroxyprogesterone in PCOS compared to controls. PCOS also had higher serum testosterone levels compared to the controls. PCOS women had overall higher levels of steroid metabolites of all four androgen pathways compared to healthy controls. CONCLUSIONS Novel alternative pathways contribute to the androgen production in healthy and PCOS women. Hyperandrogenism in PCOS is characterized by an overall increase of serum androgens in the classic, backdoor and C11-oxy pathways. While monogenetic disorders of steroid biosynthesis can be recognized by a specific pattern in the steroid profile, no diagnostic pattern or classifier was found in the serum for PCOS.
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Affiliation(s)
- Emre Murat Altinkilic
- Division of Pediatric Endocrinology, Diabetology and Metabolism, Department of Pediatrics, Inselspital, Bern University Hospital, University of Bern, Switzerland; Department of Biomedical Research, University of Bern, Switzerland
| | - Therina du Toit
- Division of Pediatric Endocrinology, Diabetology and Metabolism, Department of Pediatrics, Inselspital, Bern University Hospital, University of Bern, Switzerland; Department of Biomedical Research, University of Bern, Switzerland
| | - Önder Sakin
- Department of Obstetrics and Gynecology, Acıbadem Kozyatağı Hospital, Turkey
| | - Rukset Attar
- Department of Obstetrics and Gynecology, School of Medicine, Yeditepe University, Turkey
| | - Michael Groessl
- Department of Biomedical Research, University of Bern, Switzerland; Department of Nephrology and Hypertension, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Christa E Flück
- Division of Pediatric Endocrinology, Diabetology and Metabolism, Department of Pediatrics, Inselspital, Bern University Hospital, University of Bern, Switzerland; Department of Biomedical Research, University of Bern, Switzerland.
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Katti N, Paprocki E, Amory JK, Prasad B. Can analysis of serum androgens aid in the diagnosis of polycystic ovary syndrome (PCOS) in adolescents? Expert Rev Endocrinol Metab 2022; 17:375-381. [PMID: 35923065 DOI: 10.1080/17446651.2022.2099839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Accepted: 07/06/2022] [Indexed: 10/17/2022]
Abstract
INTRODUCTION Polycystic ovary syndrome (PCOS) is a female metabolic disorder that is characterized by ovulatory dysfunction, elevated serum androgen concentrations, and polycystic ovarian morphology (PCOM). However, diagnosis of PCOS in adolescents is challenging. AREAS COVERED The mechanisms of PCOS pathophysiology are discussed that include: i) dysregulation of the levels of steroidal enzymes ii) abnormalities in the secretion of gonadotropin releasing hormone, luteinizing hormone, and follicle stimulating hormone , and iii) abnormalities in ovarian Thecal and Granulosa cell function. Current clinical diagnosis protocols for PCOS in women are covered. The challenges in diagnosis of PCOS particularly in adolescents are highlightedWe highlighted an important unmet need for an accurate serum test for the early diagnosis of adolescent girls with PCOS. EXPERT OPINION Steroid metabolite profiling that captures hyperandrogenism has shown some early promise to serve as a biomarker for early diagnosis of PCOS in women, something that would be especially useful in adolescents.
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Affiliation(s)
- Nandini Katti
- Department of Pharmaceutical Sciences, Washington State University, Spokane, Washington, USA
| | - Emily Paprocki
- Pediatric Endocrinology, Children's Mercy Hospital, Kansas City, Missouri, USA
| | - John K Amory
- Department of Internal Medicine, University of Washington, Seattle, Washington, USA
| | - Bhagwat Prasad
- Department of Pharmaceutical Sciences, Washington State University, Spokane, Washington, USA
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Lalli E, Figueiredo BC. Prolactin as an adrenocorticotropic hormone: Prolactin signalling is a conserved key regulator of sexually dimorphic adrenal gland function in health and disease. Bioessays 2022; 44:e2200109. [PMID: 36000778 DOI: 10.1002/bies.202200109] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 07/26/2022] [Accepted: 08/11/2022] [Indexed: 11/08/2022]
Abstract
A large number of previous reports described an effect of the pituitary hormone prolactin (PRL) on steroid hormone production by the adrenal cortex. However, those studies remained anecdotal and were never converted into a conceptual and mechanistic framework, let alone being translated into clinical care. In the light of our recently published landmark study where we described PRL signalling as a pivotal regulator of the sexually dimorphic adrenal phenotype in mouse and of adrenal androgen production in humans, we present here the overarching hypothesis that PRL signalling increases the activity of Steroidogenic Factor-1 (SF-1/NR5A1), a transcription factor that has an essential role in adrenal gland development and function, to regulate adrenal cortex growth and hormonal production in physiological and pathological conditions. PRL can then be considered as a bona fide adrenocorticotropic hormone synergizing with ACTH in the endocrine control of adrenal cortex function.
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Affiliation(s)
- Enzo Lalli
- EXPOGEN-CANCER CNRS International Research Project, 660 route des Lucioles, Sophia Antipolis, Valbonne, 06560, France.,Inserm, Institut de Pharmacologie Moléculaire et Cellulaire, Valbonne, France.,Université Côte d'Azur, CNRS, Institut de Pharmacologie Moléculaire et Cellulaire, Valbonne, France.,Pelé Pequeno Principe Research Institute, Curitiba, PR, Brazil
| | - Bonald C Figueiredo
- EXPOGEN-CANCER CNRS International Research Project, 660 route des Lucioles, Sophia Antipolis, Valbonne, 06560, France.,Pelé Pequeno Principe Research Institute, Curitiba, PR, Brazil
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Mejorado-Molano FJ, Sanz-Calvo ML, Posada-Ayala A, Caballo-Roig N, Gavela-Pérez T, Mahillo-Fernández I, Soriano-Guillén L. Adult Height in Girls With Idiopathic Premature Adrenarche: A Cohort Study and Design of a Predictive Model. Front Endocrinol (Lausanne) 2022; 13:852422. [PMID: 35311244 PMCID: PMC8927636 DOI: 10.3389/fendo.2022.852422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Accepted: 02/07/2022] [Indexed: 11/13/2022] Open
Abstract
Introduction Idiopathic premature adrenarche (IPA) is considered a normal variant of puberty, presenting more commonly in female patients. There are concerns as to whether IPA alters the final height of these girls. Our main objectives were to (a) compare the adult height of girls with IPA against their target height and (b) design a mathematical model to predict adult height at diagnosis in female patients with IPA. Materials and Methods A cohort study of girls with IPA was conducted from the time of IPA diagnosis until adult height. The following data were collected: target height, perinatal history, anthropometric and biochemical variables and bone age at diagnosis, age at Tanner stage 2 and menarcheal age, and adult height. First, we performed a univariate statistical analysis after which we carried out a multiple linear regression analysis using adult height as the dependent variable. Results We obtained data from 79 female patients diagnosed with IPA with a mean adult height of 164.6 cm (95% CI: 163.36-165.85 cm). The mean follow-up time was 6.60 years. Average age at Tanner stage 2 was 9.71 years. Mean menarcheal age was 11.64 years. There were no significant differences between target height and adult height. Of the several predictive models designed for these patients, one of them, which included bone age, obtained an R2 value of 71%. Conclusions Although slightly advanced puberty was observed among the girls with IPA, their adult height was preserved. The use of predictive models of adult height on diagnosis of IPA could facilitate closer follow-up of girls at risk of reduced adult height.
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Affiliation(s)
- Francisco Javier Mejorado-Molano
- Department of Pediatrics, Instituto de Investigación Sanitaria (IIS)-Fundación Jiménez Díaz, Universidad Autónoma de Madrid, Madrid, Spain
| | | | | | | | - Teresa Gavela-Pérez
- Department of Pediatrics, Instituto de Investigación Sanitaria (IIS)-Fundación Jiménez Díaz, Universidad Autónoma de Madrid, Madrid, Spain
| | - Ignacio Mahillo-Fernández
- Epidemiological Research Unit, Instituto de Investigación Sanitaria (IIS)-Fundación Jiménez Díaz, Madrid, Spain
| | - Leandro Soriano-Guillén
- Department of Pediatrics, Instituto de Investigación Sanitaria (IIS)-Fundación Jiménez Díaz, Universidad Autónoma de Madrid, Madrid, Spain
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