Urinary Metabolite Markers of Precocious Puberty*

The incidence of precocious puberty (PP, the appearance of signs of pubertal development at an abnormally early age), is rapidly rising, concurrent with changes of diet, lifestyles, and social environment. The current diagnostic methods are based on a hormone (gonadotropin-releasing hormone) stimulation test, which is costly, time-consuming, and uncomfortable for patients. The lack of molecular biomarkers to support simple laboratory tests, such as a blood or urine test, has been a long standing bottleneck in the clinical diagnosis and evaluation of PP. Here we report a metabolomic study using an ultra performance liquid chromatography-quadrupole time of flight mass spectrometry and gas chromatography-time of flight mass spectrometry. Urine metabolites from 163 individuals were profiled, and the metabolic alterations were analyzed after treatment of central precocious puberty (CPP) with triptorelin depot. A panel of biomarkers selected from >70 differentially expressed urinary metabolites by receiver operating characteristic and logistic regression analysis provided excellent predictive power with high sensitivity and specificity for PP. The altered metabolic profile of the PP patients was characterized by three major perturbed metabolic pathways: catecholamine, serotonin metabolism, and tricarboxylic acid cycle, presumably resulting from activation of the sympathetic nervous system and the hypothalamic-pituitary-gonadal axis. Treatment with triptorelin depot was able to normalize these three altered pathways. Additionally, significant changes in the urine levels of 4-hydroxyphenylacetic acid, 5-hydroxyindoleacetic acid, indoleacetic acid, 5-hydroxytryptophan, and 5-hydroxykynurenamine in the CPP group suggest that the development of CPP condition may involve an alteration in symbiotic gut microbial composition.

[1]  E Holmes,et al.  Metabonomic characterization of genetic variations in toxicological and metabolic responses using probabilistic neural networks. , 2001, Chemical research in toxicology.

[2]  Tianlu Chen,et al.  Serum metabolite profiling of human colorectal cancer using GC-TOFMS and UPLC-QTOFMS. , 2009, Journal of proteome research.

[3]  N. Dafny,et al.  SEROTONIN MODULATES HYPOTHALAMIC NEURONAL ACTIVITY , 2004, The International journal of neuroscience.

[4]  A. Duittoz,et al.  Catecholamines in Regulation of Development of GnRH Neurons of Rat Fetuses , 2005, Russian Journal of Developmental Biology.

[5]  K. Klein Precocious puberty: who has it? Who should be treated? , 1999, The Journal of clinical endocrinology and metabolism.

[6]  R. Weinberg Glutamate: an excitatory neurotransmitter in the mammalian CNS , 1999, Brain Research Bulletin.

[7]  Wei Jia,et al.  Ultra-performance LC/TOF MS analysis of medicinal Panax herbs for metabolomic research. , 2008, Journal of separation science.

[8]  W. Crowley,et al.  Gonadotropin-releasing hormone and its analogs. , 1994, Annual review of medicine.

[9]  S. Henningsson,et al.  Biosynthesis and accumulation of cadaverine and putrescine in rat ovary after administration of human chorionic gonadotrophin. , 1980, Acta endocrinologica.

[10]  L. Hurley,et al.  Carbohydrate metabolism and adrenal cortical function in the pantothenic acid-deficient rat. , 1952, The Journal of biological chemistry.

[11]  C. Prakash,et al.  High performance liquid chromatography/atmospheric pressure ionization/tandem mass spectrometry (HPLC/API/MS/MS) in drug metabolism and toxicology. , 2006, Current drug metabolism.

[12]  M. Furuse,et al.  Effect of central administration of carnosine and its constituents on behaviors in chicks , 2004, Brain Research Bulletin.

[13]  W. Kuenzel,et al.  Precocious puberty in chicks (Gallus domesticus) induced by central injections of neuropeptide Y. , 1993, Life sciences.

[14]  J. Anselmo-Franci,et al.  Luteinizing hormone and luteinizing hormone-releasing hormone secretion is under locus coeruleus control in female rats , 2002, Brain Research.

[15]  J. Lindon,et al.  'Metabonomics': understanding the metabolic responses of living systems to pathophysiological stimuli via multivariate statistical analysis of biological NMR spectroscopic data. , 1999, Xenobiotica; the fate of foreign compounds in biological systems.

[16]  A. Kunselman,et al.  Adequacy of a Single Unstimulated Luteinizing Hormone Level to Diagnose Central Precocious Puberty in Girls , 2009, Pediatrics.

[17]  J. Söderholm,et al.  The role of microbiota and probiotics in stress-induced gastro-intestinal damage. , 2008, Current molecular medicine.

[18]  Identification of an upstream promoter in the human gonadotropin-releasing hormone receptor gene. , 2000, Biochemical and biophysical research communications.

[19]  Oliver Fiehn,et al.  Metabolic networks of Cucurbita maxima phloem. , 2003, Phytochemistry.

[20]  Elaine Holmes,et al.  Biofluid 1H NMR-based metabonomic techniques in nutrition research - metabolic effects of dietary isoflavones in humans. , 2005, The Journal of nutritional biochemistry.

[21]  A. Cavallo,et al.  A simplified gonadotrophin‐releasing hormone test for precocious puberty , 1995, Clinical endocrinology.

[22]  M. Lawson,et al.  A single sample subcutaneous luteinizing hormone (LH)-releasing hormone (LHRH) stimulation test for monitoring LH suppression in children with central precocious puberty receiving LHRH agonists. , 1999, The Journal of clinical endocrinology and metabolism.

[23]  P. Mahachoklertwattana,et al.  Subcutaneous Gonadotropin-Releasing Hormone Agonist (Triptorelin) Test for Diagnosing Precocious Puberty , 2009, Hormone Research in Paediatrics.

[24]  Haifeng Lu,et al.  Symbiotic gut microbes modulate human metabolic phenotypes , 2008, Proceedings of the National Academy of Sciences.

[25]  A. Kunselman,et al.  The Diagnostic Value of a Brief GnRH Analogue Stimulation Test in Girls with Central Precocious Puberty: A Single 30-minute Post-stimulation LH Sample is Adequate , 2008, Journal of pediatric endocrinology & metabolism : JPEM.

[26]  J. Leza,et al.  The effects of physical and psychological stress on the gastro-intestinal tract: lessons from animal models. , 2008, Current molecular medicine.

[27]  R. Schall,et al.  Pharmacokinetics of triptorelin after intravenous bolus administration in healthy males and in males with renal or hepatic insufficiency. , 2003, British journal of clinical pharmacology.

[28]  Wei Jia,et al.  Metabonomic variations in the drug-treated type 2 diabetes mellitus patients and healthy volunteers. , 2009, Journal of proteome research.

[29]  U. Edlund,et al.  Visualization of GC/TOF-MS-based metabolomics data for identification of biochemically interesting compounds using OPLS class models. , 2008, Analytical chemistry.

[30]  M. Demajo,et al.  Catecholamines in hypothalamus, ovaries and uteri of rats with precocious puberty , 1993, Journal of endocrinological investigation.

[31]  S. Heger,et al.  Management and outcome of central precocious puberty , 2002, Clinical endocrinology.

[32]  Y. Benjamini,et al.  Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .

[33]  Tianlu Chen,et al.  Salivary metabolite signatures of oral cancer and leukoplakia , 2011, International journal of cancer.

[34]  N. Bridges Disorders of Puberty , 2012 .

[35]  M. Bogo,et al.  Lower frequency of the low activity adenosine deaminase allelic variant (ADA1*2) in schizophrenic patients. , 2010, Revista brasileira de psiquiatria.

[36]  D. Kell,et al.  High-throughput classification of yeast mutants for functional genomics using metabolic footprinting , 2003, Nature Biotechnology.

[37]  P. A. Lee,et al.  Depot leuprolide acetate dosage for sexual precocity. , 1991, The Journal of clinical endocrinology and metabolism.

[38]  S. Ryu,et al.  Serotonin stimulates GnRH secretion through the c-Src-PLC gamma1 pathway in GT1-7 hypothalamic cells. , 2006, The Journal of endocrinology.

[39]  Mariusz Kowalczyk,et al.  A strategy for identifying differences in large series of metabolomic samples analyzed by GC/MS. , 2004, Analytical chemistry.

[40]  A. Bongiovanni,et al.  An epidemic of precocious development in Puerto Rican children. , 1985, The Journal of pediatrics.

[41]  F. Chaouloff Serotonin, stress and corticoids , 2000, Journal of psychopharmacology.

[42]  C. Atwood,et al.  Leuprolide acetate: a drug of diverse clinical applications , 2007, Expert opinion on investigational drugs.

[43]  Momoka Sato,et al.  Nitric oxide involves in carnosine-induced hyperactivity in chicks. , 2005, European journal of pharmacology.

[44]  G. Iñiguez,et al.  Treatment of Central Precocious Puberty with Triptorelin 11.25 mg Depot Formulation , 2006, Journal of pediatric endocrinology & metabolism : JPEM.

[45]  G. Schoeters,et al.  Endocrine disruptors and abnormalities of pubertal development. , 2008, Basic & clinical pharmacology & toxicology.

[46]  J. Bourguignon,et al.  Management of central isosexual precocity: diagnosis, treatment, outcome. , 2000, Current opinion in pediatrics.

[47]  P. Scully,et al.  Early Life Stress Alters Behavior, Immunity, and Microbiota in Rats: Implications for Irritable Bowel Syndrome and Psychiatric Illnesses , 2009, Biological Psychiatry.

[48]  F. Hanefeld,et al.  Quantitative organic acid analysis in cerebrospinal fluid and plasma: reference values in a pediatric population. , 1993, Journal of Chromatography A.

[49]  Tianlu Chen,et al.  Metabolic profiling reveals disorder of amino acid metabolism in four brain regions from a rat model of chronic unpredictable mild stress , 2008, FEBS letters.

[50]  Y. Tillet,et al.  The influence of catecholamine on the migration of gonadotropin-releasing hormone-producing neurons in the rat foetuses , 2009, Brain Structure and Function.

[51]  P. Hindmarsh,et al.  Sexual precocity: sex incidence and aetiology. , 1994, Archives of Disease in Childhood.

[52]  D. Trichopoulos,et al.  Determinants of age at menarche as early life predictors of breast cancer risk , 1996, International journal of cancer.

[53]  K. Morishita,et al.  Central administration of dipeptides, beta-alanyl-BCAAs, induces hyperactivity in chicks , 2007, BMC Neuroscience.

[54]  Johan Trygg,et al.  High-throughput data analysis for detecting and identifying differences between samples in GC/MS-based metabolomic analyses. , 2005, Analytical chemistry.

[55]  D. Brann,et al.  Glutamate: A major neuroendocrine excitatory signal mediating steroid effects on gonadotropin secretion , 1995, The Journal of Steroid Biochemistry and Molecular Biology.

[56]  C. Adamsbaum,et al.  Three-month sustained-release triptorelin (11.25 mg) in the treatment of central precocious puberty. , 2006, European journal of endocrinology.

[57]  J. Bourguignon,et al.  Control of puberty by excitatory amino acid neurotransmitters and its clinical implications , 2005, Endocrine.

[58]  Yan Ni,et al.  Metabolic profiling using combined GC–MS and LC–MS provides a systems understanding of aristolochic acid‐induced nephrotoxicity in rat , 2007, FEBS letters.

[59]  Johan Trygg,et al.  Chemometrics in metabonomics. , 2007, Journal of proteome research.

[60]  W. Dunn,et al.  Measuring the metabolome: current analytical technologies. , 2005, The Analyst.

[61]  Rudolf E Noble,et al.  Diagnosis of stress. , 2002, Metabolism: clinical and experimental.

[62]  G. Xie,et al.  Characterization of pu-erh tea using chemical and metabolic profiling approaches. , 2009, Journal of agricultural and food chemistry.

[63]  Y. Chida,et al.  Postnatal microbial colonization programs the hypothalamic–pituitary–adrenal system for stress response in mice , 2004, The Journal of physiology.

[64]  E. Eugster Peripheral Precocious Puberty: Causes and Current Management , 2009, Hormone Research in Paediatrics.

[65]  John D. Storey A direct approach to false discovery rates , 2002 .

[66]  David Elashoff,et al.  Salivary Transcriptome Diagnostics for Oral Cancer Detection , 2004, Clinical Cancer Research.

[67]  M. Rantalainen,et al.  Top-down systems biology modeling of host metabotype-microbiome associations in obese rodents. , 2009, Journal of proteome research.