Cited by 631Hypothalamic control of reproductive hormonesReproductive Biology and FertilitySexual Differentiation and Disorders

Pubertal development and regulation

Open access
Abreu, Ana Paula, Kaiser, Ursula B·2016·The Lancet Diabetes & Endocrinology

Abstract

Puberty marks the end of childhood and is a period when individuals undergo physiological and psychological changes to achieve sexual maturation and fertility. The hypothalamic-pituitary-gonadal axis controls puberty and reproduction and is tightly regulated by a complex network of excitatory and inhibitory factors. This axis is active in the embryonic and early postnatal stages of life and is subsequently restrained during childhood, and its reactivation culminates in puberty initiation. The mechanisms underlying this reactivation are not completely known. The age of puberty onset varies between individuals and the timing of puberty initiation is associated with several health outcomes in adult life. In this Series paper, we discuss pubertal markers, epidemiological trends of puberty initiation over time, and the mechanisms whereby genetic, metabolic, and other factors control secretion of gonadotropin-releasing hormone to determine initiation of puberty.

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Written from the paper’s full text.

TL;DR

Puberty is initiated by reactivation of pulsatile GnRH secretion after childhood quiescence, controlled by a complex network of excitatory and inhibitory factors. This review summarizes pubertal markers, secular trends, and genetic/metabolic regulators including kisspeptin, neurokinin B, MKRN3, leptin, insulin, and ghrelin.

Key findings

  • The hypothalamic-pituitary-gonadal axis is active in mid-gestation and early postnatal minipuberty, then restrained until puberty; normal puberty is defined as onset at 8–12 years in girls and 9–14 years in boys, usually lasting 3–4 years.
  • Genetic modulation is substantial: around 50–80% of variation in pubertal onset may be genetically determined; a genetic defect is identified in approximately 40% of isolated hypogonadotropic hypogonadism cases, and MKRN3 is the most common known genetic defect associated with central precocious puberty.
  • Kisspeptin (KISS1/KISS1R) and neurokinin B (TAC3/TACR3) are key excitatory inputs to GnRH; MKRN3 is an imprinted inhibitory factor, with paternally inherited mutations causing central precocious puberty.
  • Metabolic signals gate reproduction: leptin is permissive for hypothalamic-pituitary-gonadal maturation, insulin may modulate GnRH/gonadotrope function, and ghrelin inhibits gonadotropin pulsatility; a recent study reported earlier or later puberty timing was associated with increased risks for 48 adverse outcomes.

Methods

  • Narrative Series review; no primary data collection. Literature search of MEDLINE and PubMed for English articles up to June 1, 2015, using terms such as “puberty,” “puberty onset,” or “GnRH regulation,” combined with “regulation,” “markers,” “Tanner stages,” “trends,” “metabolism,” “kisspeptin,” “tachykinin,” “MKRN3,” “leptin,” “insulin,” and “GWAS.”
  • Relevant papers were read in full, reference lists were searched, and the most relevant were selected on the basis of design, findings, and time of publication.

Limitations

  • Stated: the precise mechanisms that trigger puberty initiation remain elusive; endocrine disruptor effects on GnRH secretion are controversial and difficult to assess in humans, with a paucity of definitive data; population studies of puberty timing have limited comparability and use different methods.
  • Stated: many associations between puberty timing and health outcomes are epidemiological and need validation; the mechanism by which MKRN3 regulates the axis is not completely understood, and further studies with larger samples are needed.
  • Evident from the text: as a narrative review, it lacks a systematic search, formal quality assessment, or meta-analysis, and many mechanistic conclusions rely on animal models and genetic studies.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1016/s2213-8587(15)00418-0

Cites

118 of 118 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 152 cited sources checked · 0 supported · 0 flagged

  • Premisecitation

    In both sexes, pubarche is dependent on an increase in adrenal androgen production, a physiological event termed adrenarche.

    “In both sexes, pubarche is dependent on an increase in adrenal androgen production, a physiological event termed adrenarche.8”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [8] Kempná, 2015, Regulation of androgen biosynthesis—a short review and preliminary results from the hyperandrogenic starvation NCI-H295R cell model, Mol Cell Endocrinol source

      Not checked in the free run.

  • Premisecitation

    The age of puberty onset is associated with subsequent health outcomes.

    “The age of puberty onset is associated with subsequent health outcomes.”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [15] Velie, 2005, Lifetime reproductive and anthropometric risk factors for breast cancer in postmenopausal women, Breast Dis source

      Not checked in the free run.

    • cites [16] Elks, 2013, Age at menarche and type 2 diabetes risk: the EPIC-InterAct study, Diabetes Care source

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    • cites [17] Lakshman, 2009, Early age at menarche associated with cardiovascular disease and mortality, J Clin Endocrinol Metab source

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  • Premisecitation

    In girls with late initiation of puberty, there can be a decrease in the interval between thelarche and menarche.

    “In girls with late initiation of puberty, there can be a decrease in the interval between thelarche and menarche.6”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [6] Parent, 2003, The timing of normal puberty and the age limits of sexual precocity: variations around the world, secular trends, and changes after migration, Endocr Rev source

      Not checked in the free run.

  • Study design and conductreasoning

    Because of differences in study designs and methods used to assess puberty initiation, it can be difficult to determine the exact age of puberty onset in population studies.

    “For these reasons and because of differences in study designs and methods used to assess puberty initiation, it can be difficult to determine the exact age of puberty onset in population studies.”
    Quote in the paperNot a substantial claim
  • Premisecitation

    In boys, testicular enlargement is followed by an increase in growth velocity and subsequent spermarche.

    “In boys, testicular enlargement is followed by an increase in growth velocity and subsequent spermarche.7”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [7] Biro, 1995, Pubertal staging in boys, J Pediatr source

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  • May combine two claims. 48
  • Classified as probably not a substantial claim. 19
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    Premisecitation

    In humans, the hypothalamic-pituitary-gonadal axis is active in the mid-gestational fetus but silenced towards the end of gestation.

    “In human beings, the hypothalamic-pituitary-gonadal axis is active in the mid-gestational fetus, but silenced towards the end of gestation.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [2] Kuiri-Hänninen, 2014, Activation of the hypothalamic-pituitary-gonadal axis in infancy: minipuberty, Horm Res Paediatr source

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    Premisecitation

    The age at puberty onset varies greatly between individuals, different ethnic populations, and between the sexes; girls on average experience the onset of puberty at younger ages than boys and are more likely to have idiopathic central precocious puberty, whereas boys are more predisposed to idiopathic delayed puberty.

    “The age at puberty onset varies greatly between individuals, different ethnic populations, and between the sexes; girls on average experience the onset of puberty at younger ages than boys and are more likely to have idiopathic central precocious puberty, whereas boys are more predisposed to idiopathic delayed puberty.12,13”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [12] Biro, 2006, Pubertal correlates in black and white girls, J Pediatr source

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    • cites [13] Wu, 2002, Ethnic differences in the presence of secondary sex characteristics and menarche among US girls: the Third National Health and Nutrition Examination Survey, 1988–1994, Pediatrics source

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In boys, testosterone concentration rises to a peak at age 1-3 months, then falls in conjunction with the falling LH concentration.

    “In boys, testosterone concentration rises to a peak at age 1–3 months, but then falls in conjunction with the falling LH concentration.2”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [2] Kuiri-Hänninen, 2014, Activation of the hypothalamic-pituitary-gonadal axis in infancy: minipuberty, Horm Res Paediatr source

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Puberty is deemed physiological when it begins between the ages of 8 and 12 years in girls and between 9 and 14 years in boys.

    “Puberty is deemed physiological when it begins between the ages of 8 and 12 years in girls and between 9 and 14 years in boys.14”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [14] Rosenfield, 2009, Thelarche, pubarche, and menarche attainment in children with normal and elevated body mass index, Pediatrics source

      Not checked in the free run.

    • Rests on an assumption: The age limits used to define normal pubertal timing (8–12 years in girls and 9–14 years in boys) are appropriate despite the limitations of population studies.
  • May combine two claims.

    Premisecitation

    The landmark studies of Marshall and Tanner (1969) classified puberty into five stages in girls and boys on the basis of somatic changes in breast, pubic hair, and genital development, and have been widely used to assess puberty development.

    “The landmark studies of Marshall and Tanner (1969), which classified puberty into five stages in girls and boys on the basis of somatic changes in breast, pubic hair, and genital development, have been widely used to assess puberty development.3,4”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [3] Marshall, 1970, Variations in the pattern of pubertal changes in boys, Arch Dis Child source

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    • cites [4] Marshall, 1969, Variations in pattern of pubertal changes in girls, Arch Dis Child source

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  • May combine two claims.

    Premisecitation

    The hypothalamic-pituitary-gonadal axis controls puberty and reproduction and is tightly regulated by a complex network of excitatory and inhibitory factors.

    “Puberty and reproduction are controlled by the hypothalamic-pituitary-gonadal axis.1”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [1] Terasawa, 2001, Neurobiological mechanisms of the onset of puberty in primates, Endocr Rev

      Not checked in the free run.

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    Premisecitation

    Adrenarche seems to be specific to human and some non-human primates, and the absence of adrenarche in human beings does not seem to prevent fertility nor to substantially affect the timing of gonadarche.

    “Notably, adrenarche seems to be specific to human and some non-human primates, and the absence of adrenarche in human beings does not seem to prevent fertility nor to substantially affect the timing of gonadarche.10”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [10] Grumbach, 2002, The neuroendocrinology of human puberty revisited, Horm Res

      Not checked in the free run.

  • May combine two claims.

    Premisenone given

    The first sign of puberty initiation is typically thelarche (breast development) in girls and testicular enlargement in boys.

    “The first sign of puberty initiation is typically thelarche (breast development) in girls and testicular enlargement in boys.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Adrenarche generally begins at about age 6 years, several years before activation of the hypothalamic-pituitary-gonadal axis (gonadarche).

    “This maturational process generally begins at about age 6 years, several years before activation of the hypothalamic-pituitary-gonadal axis (gonadarche).9”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [9] Xing, 2015, Development of adrenal cortex zonation, Endocrinol Metab Clin North Am source

      Not checked in the free run.

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    Premisecitation

    Gonadotropin concentrations gradually decrease towards age 6 months, except FSH concentration in girls, which remains raised until age 3-4 years.

    “These concentrations then gradually decrease towards age 6 months, with the exception of FSH concentration in girls, which remains raised until age 3–4 years.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [2] Kuiri-Hänninen, 2014, Activation of the hypothalamic-pituitary-gonadal axis in infancy: minipuberty, Horm Res Paediatr source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Early age at menarche is a risk factor for breast cancer, cardiovascular disease, depression, behavioural disorders, diabetes, and increased all-cause mortality.

    “Early age at menarche is a risk factor for breast cancer,15 cardiovascular disease, depression, behavioural disorders, diabetes, and increased all-cause mortality.16,17”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [15] Velie, 2005, Lifetime reproductive and anthropometric risk factors for breast cancer in postmenopausal women, Breast Dis source

      Not checked in the free run.

    • cites [16] Elks, 2013, Age at menarche and type 2 diabetes risk: the EPIC-InterAct study, Diabetes Care source

      Not checked in the free run.

    • cites [17] Lakshman, 2009, Early age at menarche associated with cardiovascular disease and mortality, J Clin Endocrinol Metab source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Menarche is regarded as the final marker of puberty in girls.

    “Menarche is regarded as the final marker of puberty in girls.5”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [5] Kaprio, 1995, Common genetic influences on BMI and age at menarche, Hum Biol

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The restraint of the hypothalamic-pituitary-gonadal axis is removed at birth, leading to reactivation of the axis and an increase in gonadotropin concentrations.

    “This restraint is removed at birth, leading to reactivation of the axis and an increase in gonadotropin concentrations.2”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [2] Kuiri-Hänninen, 2014, Activation of the hypothalamic-pituitary-gonadal axis in infancy: minipuberty, Horm Res Paediatr source

      Not checked in the free run.

  • May combine two claims.

    Study design and conductnone given

    The assessment of secular trends in male pubertal development is even more challenging because there are so few studies analysing puberty development in boys, and pubertal markers are even less reliable in boys than in girls.

    “The assessment of secular trends in male pubertal development is even more challenging because there are so few studies analysing puberty development in boys, and pubertal markers are even less reliable in boys than in girls.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    There are substantial racial differences in sexual maturation; non-Hispanic black and Mexican-American ethnic origins are independently associated with earlier pubertal development in girls.

    “There are substantial racial differences in sexual maturation; it is thought that non-Hispanic black and Mexican-American ethnic origins are independently associated with earlier pubertal development in girls.13”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [13] Wu, 2002, Ethnic differences in the presence of secondary sex characteristics and menarche among US girls: the Third National Health and Nutrition Examination Survey, 1988–1994, Pediatrics source

      Not checked in the free run.

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    Premisecitation

    Kallmann's syndrome typically results from abnormal fetal development of GnRH neurons; both GnRH and olfactory neurons originate from the olfactory placode and migrate together into the CNS during embryogenesis.

    “Kallmann’s syndrome typically results from abnormal fetal development of GnRH neurons; both GnRH and olfactory neurons originate from the olfactory placode and migrate together into the CNS during embryogenesis.32”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [32] Schwanzel-Fukuda, 1999, Origin and migration of luteinizing hormone-releasing hormone neurons in mammals, Microsc Res Tech source

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    Production of sex steroids independent of the activation of the hypothalamic-pituitary-gonadal axis results in gonadotropin-independent or peripheral precocious puberty.

    “Production of sex steroids independent of the activation of the hypothalamic-pituitary-gonadal axis results in gonadotropin-independent or peripheral precocious puberty.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    In a more recent Danish study, 954 girls assessed in 2006-08 were compared with those studied in 1991-93, and substantially earlier breast development was noted in the girls born more recently.

    “However, in a more recent Danish study, 954 girls assessed in 2006–08 were compared with those studied in 1991–93, and substantially earlier breast development was noted in the girls born more recently.26”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [26] Aksglaede, 2009, Recent decline in age at breast development: the Copenhagen Puberty Study, Pediatrics source

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  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Premisenone given

    Most cases of central precocious puberty in girls and up to 60% of cases in boys do not have a detectable CNS lesion and are described as idiopathic central precocious puberty.

    “Most cases of central precocious puberty in girls and up to 60% of cases in boys do not have a detectable CNS lesion and are described as idiopathic central precocious puberty.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Early puberty in boys is a risk factor for testicular cancer and delayed puberty can be a cause of being bullied, poor self-esteem, and psychosocial distress.

    “Early puberty in boys is a risk factor for testicular cancer and delayed puberty can be a cause of being bullied, poor self-esteem, and psychosocial distress.18”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [18] Golub, 2008, Public health implications of altered puberty timing, Pediatrics source

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    Most of the associations between puberty timing and health outcomes have been based on epidemiological studies and need to be validated and studied further.

    “Most of these associations have been based on epidemiological studies and need to be validated and studied further.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Results from some studies have suggested that age of puberty onset in boys might be occurring earlier than in the past, but additional studies are required to confirm this tendency.

    “Similar to what has been reported in girls, results from some studies have suggested that age of puberty onset in boys might be occurring earlier than in the past, but additional studies are required to confirm this tendency.27”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [27] Herman-Giddens, 2001, Secondary sexual characteristics in boys: estimates from the national health and nutrition examination survey III, 1988–1994, Arch Pediatr Adolesc Med source

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    Premisecitation

    It has been proposed that there was a trend towards an earlier onset of breast development and menarche in girls from 1940 to 1994.

    “Although still controversial because of the limited comparability of the data from studies in different populations and the use of different methods, it has also been proposed that there was a trend towards an earlier onset of breast development and menarche in girls from 1940 to 1994.21”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [21] Euling, 2008, Examination of US puberty-timing data from 1940 to 1994 for secular trends: panel findings, Pediatrics source

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  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    GnRH-dependent or central precocious puberty is caused by early maturation of the hypothalamic-pituitary-gonadal axis, resulting in pulsatile secretion of GnRH and subsequent activation of the gonads.

    “GnRH-dependent or central precocious puberty is caused by early maturation of the hypothalamic-pituitary-gonadal axis, resulting in pulsatile secretion of GnRH and subsequent activation of the gonads.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given

    A genetic defect has been identified in approximately 40% of known cases of isolated hypogonadotropic hypogonadism.

    “A genetic defect has been identified in approximately 40% of known cases.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    The age at menarche of non-Hispanic black girls is substantially earlier than that of non-Hispanic white and Mexican-American girls, and the mean age for onset of breast development in African-American girls is also earlier than that in white girls.

    “The age at menarche of non-Hispanic black girls is substantially earlier than that of non-Hispanic white and Mexican-American girls, and the mean age for onset of breast development in African-American girls is also earlier than that in white girls.28”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [28] Chumlea, 2003, Age at menarche and racial comparisons in US girls, Pediatrics source

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The amount of body fat and exposure to endocrine disruptors, particularly oestrogenic compounds and antiandrogens, have been suggested as important factors associated with the trend in pubertal timing.

    “The amount of body fat and exposure to endocrine disruptors, particularly oestrogenic compounds and antiandrogens, have been suggested as important factors associated with this trend in pubertal timing.21”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [21] Euling, 2008, Examination of US puberty-timing data from 1940 to 1994 for secular trends: panel findings, Pediatrics source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Results from animal studies suggest that catecholamines and glutamate are components of the excitatory input to GnRH secretion, whereas γ-aminobutyric acid (GABA) might be a component of the inhibitory network.

    “Results for these studies suggest that catecholamines and glutamate are components of the excitatory input, whereas -aminobutyric acid (GABA) might be a component of the inhibitory network.1”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [1] Terasawa, 2001, Neurobiological mechanisms of the onset of puberty in primates, Endocr Rev

      Not checked in the free run.

    • Rests on an assumption: Findings from animal models about the regulation of GnRH secretion and the reproductive axis are relevant to human puberty initiation.
  • May combine two claims.

    Premisecitation

    The discovery of the kisspeptin system as a crucial component for pubertal activation of the hypothalamic-pituitary-gonadal axis occurred in 2003, when loss-of-function mutations of the KISS1R gene were identified in individuals with isolated hypogonadotropic hypogonadism, establishing KISS1R inactivation as a cause of this disorder.

    “The discovery of the kisspeptin system as a crucial component for pubertal activation of the hypothalamic-pituitary-gonadal axis occurred in 2003, when loss-of-function mutations of the KISS1R (previously known as GPR54) gene were identified in individuals with isolated hypogonadotropic hypogonadism, establishing KISS1R inactivation as a cause of this disorder (table, figure 2).42,43”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [42] de Roux, 2003, Hypogonadotropic hypogonadism due to loss of function of the KiSS1-derived peptide receptor GPR54, Proc Natl Acad Sci USA source

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    • cites [43] Seminara, 2003, The GPR54 gene as a regulator of puberty, N Engl J Med source

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  • May combine two claims.

    Premisecitation

    Studies of agonadal human beings have shown that the prepubertal suppression of hypothalamic-pituitary-gonadal function occurs even in the absence of feedback by sex steroids, suggesting that the juvenile pause represents a state of neurally determined functional stasis rather than immaturity of the GnRH neurons.

    “Studies of agonadal human beings have shown that the prepubertal suppression of hypothalamic-pituitary-gonadal function occurs even in the absence of feedback by sex steroids, suggesting that the juvenile pause represents a state of neurally determined functional stasis rather than immaturity of the GnRH neurons.39”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [39] Conte, 1980, Correlation of luteinizing hormone-releasing factor-induced luteinizing hormone and follicle-stimulating hormone release from infancy to 19 years with the changing pattern of gonadotropin secretion in agonadal patients: relation to the restraint of puberty, J Clin Endocrinol Metab source

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  • May combine two claims.

    Premisecitation

    Lesions of the arcuate nucleus have been shown to abolish LH pulsatility, consistent with the idea that there is a higher order input into the network of GnRH neurons regulating GnRH secretion.

    “Although the mechanism that causes the pulsatility of the GnRH neuronal network can be intrinsic to the GnRH neurons themselves,37 lesions of the arcuate nucleus have been shown to abolish LH pulsatility, consistent with the idea that there is a higher order input into the network of GnRH neurons regulating GnRH secretion.38”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [38] Plant, 1978, The arcuate nucleus and the control of gonadotropin and prolactin secretion in the female rhesus monkey (Macaca mulatta), Endocrinology source

      Not checked in the free run.

    • Rests on an assumption: Findings from animal models about the regulation of GnRH secretion and the reproductive axis are relevant to human puberty initiation.
  • May combine two claims.

    Premisecitation

    Administration of kisspeptin results in increases in plasma LH concentrations in healthy men, and in women kisspeptin also induces LH release, although the response varies across the menstrual cycle.

    “Administration of kisspeptin results in increases in plasma LH concentrations in healthy men,54,55 and in women kisspeptin also induces LH release, although the response varies across the menstrual cycle.56”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [54] Dhillo, 2005, Kisspeptin-54 stimulates the hypothalamic-pituitary gonadal axis in human males, J Clin Endocrinol Metab source

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    • cites [55] George, 2011, Kisspeptin-10 is a potent stimulator of LH and increases pulse frequency in men, J Clin Endocrinol Metab source

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    • cites [56] Chan, 2012, Kisspeptin administration to women: a window into endogenous kisspeptin secretion and GnRH responsiveness across the menstrual cycle, J Clin Endocrinol Metab source

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  • May combine two claims.

    Study design and conductreasoning

    Studies in patients with pubertal disorders have not identified genetic defects in the genes encoding catecholamines, glutamate, or GABA, which undermines the evidence for their potential roles, but does not rule them out entirely as important for puberty initiation.

    “Studies in patients with pubertal disorders have not identified genetic defects in the genes encoding these factors, which undermines the evidence for their potential roles, but does not rule them out entirely as important for puberty initiation.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Other studies did not show a similar frequency of reversibility, and it is still not definitively known whether the NKB system is essential for the excitatory GnRH regulatory network after pubertal development.

    “However, other studies did not show a similar frequency of reversibility,45 and it is still not definitively known whether the NKB system is essential for the excitatory GnRH regulatory network after pubertal development.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [45] Topaloglu, 2011, Neurokinin B signalling in the human reproductive axis, Mol Cell Endocrinol source

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    Premisecitation

    KISS1 neurons express oestrogen receptor α and receive sex steroid signals from the gonads, which regulate KISS1 expression and control the release of GnRH.

    “These neurons express oestrogen receptor a and receive sex steroid signals from the gonads, which regulate KISS1 expression and control the release of GnRH.60”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [60] Smith, 2005, Regulation of Kiss1 gene expression in the brain of the female mouse, Endocrinology source

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    Premisecitation

    In 2009, Topaloglu and colleagues identified NKB as an important factor for human puberty initiation, studying ten consanguineous families with multiple affected members who had isolated hypogonadotropic hypogonadism.

    “It was not until 2009 that Topaloglu and colleagues44 identified NKB as an important factor for human puberty initiation, studying ten consanguineous families with multiple affected members who had isolated hypogonadotropic hypogonadism.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [44] Topaloglu, 2009, TAC3 and TACR3 mutations in familial hypogonadotropic hypogonadism reveal a key role for neurokinin B in the central control of reproduction, Nat Genet source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Although the effect of NKB on GnRH secretion depends on the hormonal context, administration of NKB has been shown to elicit strong stimulation of LH production mediated by GnRH in animal models.

    “Although the effect of NKB on GnRH secretion depends on the hormonal context, administration of NKB has been shown to elicit strong stimulation of LH production mediated by GnRH in animal models.64”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [64] Ramaswamy, 2010, Neurokinin B stimulates GnRH release in the male monkey (Macaca mulatta) and is colocalized with kisspeptin in the arcuate nucleus, Endocrinology source

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    • Rests on an assumption: Findings from animal models about the regulation of GnRH secretion and the reproductive axis are relevant to human puberty initiation.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Substance P and neurokinin A have been reported to stimulate the gonadotropic axis in men.

    “Substance P and neurokinin A have been reported to stimulate the gonadotropic axis in men.66”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [66] Coiro, 1992, Luteinizing hormone response to an intravenous infusion of substance P in normal men, Metabolism source

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  • May combine two claims.

    Premisecitation

    MKRN3 is the most common genetic defect associated with central precocious puberty so far; families with central precocious puberty from several different ethnic groups harbour mutations in this gene.

    “MKRN3 is the most common genetic defect associated with central precocious puberty so far; families with central precocious puberty from several different ethnic groups harbour mutations in this gene.52,71–76”
    Quote in the paperNot a substantial claim0 of 7 sources checked
    • cites [52] Abreu, 2013, Central precocious puberty caused by mutations in the imprinted gene MKRN3, N Engl J Med source

      Not checked in the free run.

    • cites [71] de Vries, 2004, Familial central precocious puberty suggests autosomal dominant inheritance, J Clin Endocrinol Metab source

      Not checked in the free run.

    • cites [72] Hagen, 2015, Circulating MKRN3 levels decline prior to pubertal onset and through puberty: a longitudinal study of healthy girls, J Clin Endocrinol Metab source

      Not checked in the free run.

    • cites [73] Lee, 2015, Low frequency of MKRN3 mutations in central precocious puberty among Korean girls, Horm Metab Res

      Not checked in the free run.

    • cites [74] Macedo, 2014, Central precocious puberty that appears to be sporadic caused by paternally inherited mutations in the imprinted gene makorin ring finger 3, J Clin Endocrinol Metab source

      Not checked in the free run.

    • cites [75] Schreiner, 2014, MKRN3 mutations in familial central precocious puberty, Horm Res Paediatr source

      Not checked in the free run.

    • cites [76] Settas, 2014, Central precocious puberty in a girl and early puberty in her brother caused by a novel mutation in the MKRN3 gene, J Clin Endocrinol Metab source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Taken together, the findings suggest that the loss of function of MKRN3 results in early puberty, implying an inhibitory role of MKRN3 on GnRH secretion.

    “Taken together, these findings suggest that the loss of function of MKRN3 results in early puberty, implying an inhibitory role of MKRN3 on GnRH secretion.77”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [77] Hughes, 2013, Releasing the brake on puberty, N Engl J Med source

      Not checked in the free run.

    • Rests on an assumption: Findings from animal models about the regulation of GnRH secretion and the reproductive axis are relevant to human puberty initiation.
  • May combine two claims.

    Premisecitation

    The maternal MKRN3 allele is imprinted and only the paternal allele is expressed.

    “The maternal MKRN3 allele is imprinted and only the paternal allele is expressed.68–70”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [68] Jong, 1999, Imprinting of a RING zinc-finger encoding gene in the mouse chromosome region homologous to the Prader–Willi syndrome genetic region, Hum Mol Genet source

      Not checked in the free run.

    • cites [69] Jong, 1999, A novel imprinted gene, encoding a RING zinc-finger protein, and overlapping antisense transcript in the Prader–Willi syndrome critical region, Hum Mol Genet source

      Not checked in the free run.

    • cites [70] Hershko, 1999, Imprinted methylation and its effect on expression of the mouse Zfp127 gene, Gene source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    MKRN3 belongs to the Makorin family, a family of E3 ubiquitin ligases.

    “MKRN3 belongs to the Makorin family, a family of E3 ubiquitin ligases.78”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [78] Gray, 2000, The ancient source of a distinct gene family encoding proteins featuring RING and C(3)H zinc-finger motifs with abundant expression in developing brain and nervous system, Genomics source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    MKRN3 is located in the Prader-Willi syndrome critical region on chromosome 15 and before the identification of its role in puberty, the few reports about this gene came from research into Prader-Willi syndrome.

    “MKRN3 is located in the Prader-Willi syndrome critical region on chromosome 15 and before the identification of its role in puberty, the few reports about this gene came from research into Prader-Willi syndrome.68,69”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [68] Jong, 1999, Imprinting of a RING zinc-finger encoding gene in the mouse chromosome region homologous to the Prader–Willi syndrome genetic region, Hum Mol Genet source

      Not checked in the free run.

    • cites [69] Jong, 1999, A novel imprinted gene, encoding a RING zinc-finger protein, and overlapping antisense transcript in the Prader–Willi syndrome critical region, Hum Mol Genet source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Leptin is an adipocyte-derived hormone, a satiety factor secreted in proportion to the amount of body energy stores, and was one of the first factors linking metabolism with the reproductive axis.

    “Leptin, an adipocyte-derived hormone, is a satiety factor secreted in proportion to the amount of body energy stores, and was one of the first factors linking metabolism with the reproductive axis.93”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [93] Ahima, 2000, Leptin regulation of neuroendocrine systems, Front Neuroendocrinol source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Leptin acts through the leptin receptor, a single-transmembrane-domain receptor of the cytokine receptor family.

    “Leptin acts through the leptin receptor, a single-transmembrane-domain receptor of the cytokine receptor family.97”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [97] Tartaglia, 1995, Identification and expression cloning of a leptin receptor, OB-R, Cell source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    These genes affect GnRH neuronal migration and are associated with hypogonadotropic hypogonadism with anosmia, or Kallmann's syndrome.

    “These genes affect GnRH neuronal migration and are associated with hypogonadotropic hypogonadism with anosmia, or Kallmann’s syndrome (table).35,46,47,53,88–90”
    Quote in the paperNot a substantial claim0 of 7 sources checked
    • cites [35] Semple, 2010, The recent genetics of hypogonadotrophic hypogonadism—novel insights and new questions, Clin Endocrinol (Oxf) source

      Not checked in the free run.

    • cites [46] Silveira, 2013, Approach to the patient with hypogonadotropic hypogonadism, J Clin Endocrinol Metab source

      Not checked in the free run.

    • cites [47] Topaloglu, 2012, Inactivating KISS1 mutation and hypogonadotropic hypogonadism, N Engl J Med source

      Not checked in the free run.

    • cites [53] Miraoui, 2013, Mutations in FGF17, IL17RD, DUSP6, SPRY4, and FLRT3 are identified in individuals with congenital hypogonadotropic hypogonadism, Am J Hum Genet source

      Not checked in the free run.

    • cites [88] Tornberg, 2011, Heparan sulfate 6-O-sulfotransferase 1, a gene involved in extracellular sugar modifications, is mutated in patients with idiopathic hypogonadotrophic hypogonadism, Proc Natl Acad Sci USA source

      Not checked in the free run.

    • cites [89] Kim, 2010, WDR11, a WD protein that interacts with transcription factor EMX1, is mutated in idiopathic hypogonadotropic hypogonadism and Kallmann syndrome, Am J Hum Genet source

      Not checked in the free run.

    • cites [90] Hanchate, 2012, SEMA3A, a gene involved in axonal pathfinding, is mutated in patients with Kallmann syndrome, PLoS Genet source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Leptin is a permissive metabolic signal to the reproductive system; its circulating concentrations inform the actual size of energy reserves not only to the reproductive axis, but to several body systems.

    “Leptin is a permissive metabolic signal to the reproductive system; its circulating concentrations inform of the actual size of energy reserves not only to the reproductive axis, but to several body systems.95”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [95] Tena-Sempere, 2007, Roles of ghrelin and leptin in the control of reproductive function, Neuroendocrinology source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Leptin treatment of patients with hypogonadotropic hypogonadism and a homozygous mutation in LEP resulted in the induction of menstrual cycles, development of secondary sexual characteristics, and pulsatile gonadotropin secretion.

    “Leptin treatment of patients with hypogonadotropic hypogonadism and a homozygous mutation in LEP resulted in the induction of menstrual cycles, development of secondary sexual characteristics, and pulsatile gonadotropin secretion.101,102”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [101] Licinio, 2004, Phenotypic effects of leptin replacement on morbid obesity, diabetes mellitus, hypogonadism, and behavior in leptin-deficient adults, Proc Natl Acad Sci USA source

      Not checked in the free run.

    • cites [102] von Schnurbein, 2012, Leptin substitution results in the induction of menstrual cycles in an adolescent with leptin deficiency and hypogonadotropic hypogonadism, Horm Res Paediatr source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Although studies in animals have led to identification of regulators of GnRH such as catecholamines, GABA, and glutamate, genetic studies of patients with pubertal disorders have resulted in the identification of a major regulatory hub for the GnRH neurons-ie, the hypothalamic neurons expressing kisspeptin and neurokinin B.

    “Although studies in animals have led to identification of regulators of GnRH such as catecholamines, GABA, and glutamate, genetic studies of patients with pubertal disorders have resulted in the identification of a major regulatory hub for the GnRH neurons—ie, the hypothalamic neurons expressing kisspeptin and neurokinin B.42–44”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [42] de Roux, 2003, Hypogonadotropic hypogonadism due to loss of function of the KiSS1-derived peptide receptor GPR54, Proc Natl Acad Sci USA source

      Not checked in the free run.

    • cites [43] Seminara, 2003, The GPR54 gene as a regulator of puberty, N Engl J Med source

      Not checked in the free run.

    • cites [44] Topaloglu, 2009, TAC3 and TACR3 mutations in familial hypogonadotropic hypogonadism reveal a key role for neurokinin B in the central control of reproduction, Nat Genet source

      Not checked in the free run.

    • Rests on an assumption: GnRH is secreted in a unique pulsatile manner by neurons located in the hypothalamus to stimulate the pituitary gonadotropins and gonadal sex steroids.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The precise site of action of insulin at the hypothalamic level in vivo remains in question.

    “However, the precise site of action of insulin at the hypothalamic level in vivo remains in question.107”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [107] Roa, 2014, Connecting metabolism and reproduction: roles of central energy sensors and key molecular mediators, Mol Cell Endocrinol source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Genomic imprinting hypothetically evolved to control the dosage of developmentally important genes and occurs in about 100 mammalian genes.

    “Genomic imprinting hypothetically evolved to control the dosage of developmentally important genes and occurs in about 100 mammalian genes.113”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [113] Bartolomei, 2011, Mammalian genomic imprinting, Cold Spring Harb Perspect Biol source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    The regulation of GnRH secretion is still not completely understood, but there has been a substantial expansion of understanding of the signals involved in this regulation in the past two decades.

    “The regulation of GnRH secretion is still not completely understood, but we have witnessed a substantial expansion of our understanding of the signals involved in this regulation in the past two decades.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: GnRH is secreted in a unique pulsatile manner by neurons located in the hypothalamus to stimulate the pituitary gonadotropins and gonadal sex steroids.
  • May combine two claims.

    Premisecitation

    Leptin administration in women with hypothalamic amenorrhoea (a state of relative leptin deficiency) restored reproductive function, induced ovulation, and increased circulating concentrations of thyroxine, insulin-like growth factor 1 (IGF-1), and bone markers.

    “Moreover, leptin administration in women with hypothalamic amenorrhoea (a state of relative leptin deficiency) restored reproductive function, induced ovulation, and increased circulating concentrations of thyroxine, insulin-like growth factor 1 (IGF-1), and bone markers, reinforcing the central role of leptin for normal reproductive and neuroendocrine function.103”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [103] Welt, 2004, Recombinant human leptin in women with hypothalamic amenorrhea, N Engl J Med source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning

    These findings have important clinical implications, not only to aid in diagnosis and improve genetic counselling, but also to contribute to the development of new therapies for reproductive disorders.

    “These findings have important clinical implications, not only to aid in diagnosis and improve genetic counselling, but also to contribute to the development of new therapies for reproductive disorders.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Interpretationnone given

    Because of its paramount evolutionary importance, the reproductive system is controlled by a complex regulatory network.

    “Because of its paramount evolutionary importance, the reproductive system is controlled by a complex regulatory network.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Pubertal development culminates with reproductive competence.
  • May combine two claims.

    Premisecitation

    Studies have suggested that insulin acts on the hypothalamic-pituitary-gonadal axis at the level of the hypothalamus to directly or indirectly modulate GnRH secretion (possibly via kisspeptin), as well as at the level of the pituitary gonadotrope.

    “Studies have suggested that insulin acts on the hypothalamic-pituitary-gonadal axis at the level of the hypothalamus to directly or indirectly modulate GnRH secretion (possibly via kisspeptin), as well as at the level of the pituitary gonadotrope.105”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [105] Moret, 2009, Insulin modulation of luteinizing hormone secretion in normal female volunteers and lean polycystic ovary syndrome patients, Neuroendocrinology source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    IGF-1 is structurally homologous to insulin and findings suggest that it is also involved in GnRH regulation.

    “IGF-1 is structurally homologous to insulin and findings suggest that it is also involved in GnRH regulation.108”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [108] Wolfe, 2014, The regulation of reproductive neuroendocrine function by insulin and insulin-like growth factor-1 (IGF-1), Front Neuroendocrinol source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Ghrelin has direct actions on the brain and the pituitary, where it has an inhibitory effect on gonadotropin pulsatility and decreases LH responsiveness to GnRH, as well as a stimulatory effect on prolactin secretion, probably involving direct action on somatomammotroph cells.

    “Ghrelin has direct actions on the brain and the pituitary, where it has an inhibitory effect on gonadotropin pulsatility and decreases LH responsiveness to GnRH, as well as a stimulatory effect on prolactin secretion, probably involving direct action on somatomammotroph cells.111”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [111] Lanfranco, 2008, Acylated ghrelin inhibits spontaneous luteinizing hormone pulsatility and responsiveness to naloxone but not that to gonadotropin-releasing hormone in young men: evidence for a central inhibitory action of ghrelin on the gonadal axis, J Clin Endocrinol Metab source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    After identification of the association of MKRN3 with puberty regulation, single nucleotide polymorphisms in imprinted gene regions were linked to the age of menarche, supporting puberty timing as a selective trait.

    “After identification of the association of MKRN3 with puberty regulation, single nucleotide polymorphisms in imprinted gene regions were linked to the age of menarche, supporting puberty timing as a selective trait.80”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [80] Perry, 2014, Parent-of-origin-specific allelic associations among 106 genomic loci for age at menarche, Nature source

      Not checked in the free run.

59 of 59
  • The paper relies on this without support.

    Findings from animal models about the regulation of GnRH secretion and the reproductive axis are relevant to human puberty initiation.

    “In the 1970s, Belchetz and colleagues36 showed in animal models that intermittent release of GnRH is required for the activation of the pituitary-gonadal axis.”
  • The paper relies on this without support.

    The age limits used to define normal pubertal timing (8–12 years in girls and 9–14 years in boys) are appropriate despite the limitations of population studies.

    “Puberty is deemed physiological when it begins between the ages of 8 and 12 years in girls and between 9 and 14 years in boys.14”
  • The paper relies on this without support.

    LIN28B encodes a regulator of the let-7 class of microRNAs.

    “LIN28B encodes a regulator of the let-7 class of microRNAs.”
  • The paper relies on this without support.

    GnRH is secreted in a unique pulsatile manner by neurons located in the hypothalamus to stimulate the pituitary gonadotropins and gonadal sex steroids.

    “GnRH is secreted in a unique pulsatile manner by neurons located in the hypothalamus to stimulate the pituitary gonadotropins and gonadal sex steroids.”
  • The paper relies on this without support.

    Pubertal development culminates with reproductive competence.

    “Pubertal development culminates with reproductive competence.”
5 of 5

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Two different thresholds are given for delayed puberty in girls

    Minor

    One passage classifies onset after age 12 years in girls as delayed, whereas the clinical definition uses absence or incomplete development by age 13 years.

  • Ghrelin's stated effect on GnRH responsiveness contradicts the cited study

    Minor

    The text says ghrelin decreases LH responsiveness to GnRH, while the title of the cited study says responsiveness to GnRH was not inhibited.

  • Section heading names LIN33B instead of LIN28B

    Minor

    The section heading names LIN33B, but the section discusses LIN28B throughout.

  • Boys' Marshall-Tanner study is dated 1969 in the text but 1970 in the references

    Minor

    The text dates the landmark studies of puberty in both girls and boys to 1969, but its cited study of boys is dated 1970.

4 of 4

Cites

Flagged first, then by citations

2 of the 120 references couldn’t be matched to a known paper.

Cited by

Sorted by citations

Authors
Abreu, A. P., & Kaiser, U. B.
Affiliations
Brigham and Women's Hospital (US)
Corresponding author
Kaiser, Ursula B
Venue
The Lancet Diabetes & Endocrinology
Publisher
Elsevier BV
Published
2016-03
Volume
4
Issue
3
Pages
254-264
ISSN
2213-8587 (ISSN-L)
OpenAlex
W2265634200
Cited by
611
References
120
Citations by year
2026: 55 · 2025: 64 · 2024: 73 · 2023: 74 · 2022: 59 · 2021: 58 · 2020: 130 · 2019: 45 · 2018: 33 · 2017: 16 · 2016: 3 · 2015: 1
FWCI
4.65
Type
journal article
Language
en
Open access
Locations
  • The Lancet Diabetes & Endocrinology (publishedVersion)
  • PubMed (publishedVersion)
  • Europe PMC (PubMed Central) (acceptedVersion)
  • PubMed Central (acceptedVersion)
Funders
US National Institutes of Health [NIH]) through cooperative agreement (U54 HD028138)
Topics
  • Health Sciences › Medicine › Reproductive Medicine › Hypothalamic control of reproductive hormones
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Reproductive Biology and Fertility
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Sexual Differentiation and Disorders
Keywords
puberty, hypothalamic-pituitary-gonadal axis, puberty onset, gonadotropin-releasing hormone, timing of puberty, genetic factors, metabolic factors, sexual maturation, fertility
MeSH terms
Adolescent, Child, Female, Gonadal Disorders, Humans, Hypothalamo-Hypophyseal System, Gonadotropin-Releasing Hormone, Male, Pituitary-Adrenal System, Puberty, Ribonucleoproteins, Sexual Maturation, Tachykinins, RNA-Binding Proteins, Ubiquitin-Protein Ligases, Kisspeptins

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-09.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-09.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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