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Role of genetic investigation in the diagnosis of short stature in a cohort of Italian children

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Abstract

Background

Short stature (SS) is defined as height more than 2 standard deviations below the mean for age and sex. Hypothyroidism, celiac disease, growth hormone deficiency, hormonal abnormalities, and genetic conditions are among its causes. A wide range of conditions often due to largely unknown genetic variants can elude conventional diagnostic workup.

Aim

We used next-generation sequencing (NGS) to better understand the etiology of SS in a cohort of Italian children.

Patients and methods

The study sample was 125 children with SS of unknown origin referred to our Institute between 2015 and 2021. All had undergone complete auxological and hormonal investigations to exclude common causes of SS. Genetic analysis was performed using a NGS panel of 104 genes. Clinical data were reviewed to clarify the pathogenicity of the variants detected.

Results

In this cohort, 43 potentially causing variants were identified in 38 children. A syndromic genetic condition was diagnosed in 7: Noonan syndrome in 3, Leri–Weill syndrome in 3, and hypochondroplasia in 1. Moreover, 8 benign variants and other 37 like benign variants were found. In 88 children, 179 variants of uncertain significance (VUS) were identified. No variant was found in 16 children.

Conclusion

Genetic analysis is a useful tool in the diagnostic workup of patients with SS, in adapting management and treatment, and in identifying syndromes with mild atypical clinical features. The role of VUS should not be underestimated, particularly when multiple VUS with possible mutual worsening effects are present in the same child.

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Data availability

The data is available in our university hospital, without difficulty. We have tried to report as much data as possible in the tables and supplementary files.

References

  1. Argente J (2016) Challenges in the management of short stature. Horm Res Paediatr 85:2–10

    Article  CAS  PubMed  Google Scholar 

  2. Lipman TH, McCurry IJ (2017) Children with short stature and growth failure: heightism, gender and racial disparities. Pediatr Endocrinol Rev 14(Suppl 2):472–477

    PubMed  Google Scholar 

  3. Rosenbloom AL (2009) Idiopathic short stature: conundrums of definition and treatment. Int J Pediatr Endocrinol 2009:470378

    Article  PubMed  PubMed Central  Google Scholar 

  4. Grunauer M, Jorge AAL (2018) Genetic short stature. Growth Horm IGF Res 8:29–33

    Article  Google Scholar 

  5. Collett-Solberg PF, Ambler G, Backeljauw PF, Bidlingmaier M, Biller B, Boguszewski M et al (2019) Diagnosis, genetics, and therapy of short stature in children: a growth hormone research society international perspective. Horm Res Paediatr 92:1–14

    Article  CAS  PubMed  Google Scholar 

  6. Oostdijk W, Grote FK, de Muinck Keizer-Schrama SM, Wit JM (2009) Diagnostic approach in children with short stature. Horm Res 72:206–217

    CAS  PubMed  Google Scholar 

  7. Seaver LH, Irons M, American College of Medical Genetics (ACMG), Professional Practice and Guidelines Committee (2009) ACMG practice guideline: genetic evaluation of short stature. Gen Med 11:465–470

    Google Scholar 

  8. Rappold GA, Fukami M, Niesler B, Schiller S, Zumkeller W, Bettendorf M et al (2002) Deletions of the homeobox gene SHOX (short stature homeobox) are an important cause of growth failure in children with short stature. J Clin Endocrinol Metab 87:1402–1406

    Article  CAS  PubMed  Google Scholar 

  9. Mortier GR, Cohn DH, Cormier-Daire V, Hall C, Krakow D, Mundlos S et al (2019) Nosology and classification of genetic skeletal disorders: 2019 revision. Am J Med Gen A 179:2393–2419

    Article  Google Scholar 

  10. Léger J (2017) How should we investigate children with growth failure? Ann Endocrinol (Paris) 78:106–107

    Article  PubMed  Google Scholar 

  11. Rapaport R, Wit JM, Savage MO (2021) Growth failure: “idiopathic” only after a detailed diagnostic evaluation. Endocr Connect 10:R125-138

    Article  PubMed  PubMed Central  Google Scholar 

  12. Cohen P, Rogol AD, Deal CL, Saenger P, Reiter EO, Ross JL et al (2008) Consensus statement on the diagnosis and treatment of children with idiopathic short stature: a summary of the growth hormone research society, the Lawson Wilkins pediatric endocrine society, and the European society for paediatric endocrinology workshop. J Clin Endocrinol Metab 93:4210–4217

    Article  CAS  PubMed  Google Scholar 

  13. Antoniazzi F, Cavarzere P, Gaudino R (2015) Growth hormone and early treatment. Minerva Endocrinol 40:129–143

    CAS  PubMed  Google Scholar 

  14. Wit JM, Clayton PE, Rogol AD, Savage MO, Saenger PH, Cohen P (2008) Idiopathic short stature: definition, epidemiology, and diagnostic evaluation. Growth Horm IGF Res 18:89–110

    Article  CAS  PubMed  Google Scholar 

  15. Hauer NN, Popp B, Schoeller E, Schuhmann S, Heath KE, Hisado-Oliva A et al (2018) Clinical relevance of systematic phenotyping and exome sequencing in patients with short stature. Gen Med 20:630–638

    CAS  Google Scholar 

  16. Xin L, Ruen Y, Guoying C, Qun L, Cui S, Niu L et al (2022) Clinical profiles and genetic spectra of 814 Chinese children with short stature. J Clin Endocrinol Metab 107:972–985

    Article  Google Scholar 

  17. Tanner JM, Goldstein H, Whitehouse RH (1970) Standards for children’s height at ages 2–9 years allowing for heights of parents. Arch Dis Child 45:755–762

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. Bayley N, Pinneau SR (1952) Tables for predicting adult height from skeletal age: revised for use with the Greulich-Pyle hand standards. J Pediatr 40:423–441

    Article  CAS  PubMed  Google Scholar 

  19. Greulich WW, Pyle SI (1959) Radiographic Atlas of skeletal development of the hand and wrist, 2nd edn. Stanford University Press

    Google Scholar 

  20. Bertino E, Spada E, Occhi L, Coscia A, Giuliani F, Gagliardi L et al (2010) Neonatal anthropometric charts: the Italian neonatal study compared with other European studies. J Pediatr Gastroenterol Nutr 51:353–361

    Article  PubMed  Google Scholar 

  21. Clayton PE, Cianfarani S, Czernichow P, Johannsson G, Rapaport R, Rogol A (2007) Management of the child born small for gestational age through to adulthood: a consensus statement of the international societies of pediatric endocrinology and the growth hormone research society. J Clin Endocrinol Metab 92:804–810

    Article  CAS  PubMed  Google Scholar 

  22. Cavarzere P, Gaudino R, Sandri M, Ramaroli DA, Pietrobelli A, Zaffanello M et al (2020) Growth hormone retesting during puberty: a cohort study. Eur J Endocrinol 182:559–567

    Article  CAS  PubMed  Google Scholar 

  23. Richards S, Aziz N, Bale S, Bick D, Das S, Gastier-Foster J, American College of Medical Genetics and Genomics Practice Guidelines et al (2015) Standards and guidelines for the interpretation of sequence variants: a joint consensus recommendation of the American college of medical genetics and genomics and the association for molecular pathology. Gen Med 17:405–424

    Google Scholar 

  24. Criteria of appropriateness of use and reimbursement of GH treatment in children. Note 39 of the Italian Medicines Agency (AIFA)

  25. Rosenfeld RG (2003) Insulin-like growth factors and the basis of growth. N Engl J Med 349:2184–2186

    Article  CAS  PubMed  Google Scholar 

  26. Wit JM, Oostdijk W, Losekoot M, van Duyvenvoorde HA, Ruivenkamp CA, Kant SG (2016) Mechanisms in endocrinology: novel genetic causes of short stature. Eur J Endocrinol 174:R145–R173

    Article  CAS  PubMed  Google Scholar 

  27. Baron J, Sävendahl L, De Luca F, Dauber A, Phillip M, Wit JM et al (2015) Short and tall stature: a new paradigm emerges. Nat Rev Endocrinol 11:735–746

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  28. Zhou E, Hauser BR, Jee YH (2021) Genetic evaluation in children with short stature. Curr Opin Pediatr 33:458–463

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  29. Argente J, Pérez-Jurado LA (2018) Genetic causes of proportionate short stature. Best Pract Res Clin Endocrinol Metab 32:499–522

    Article  CAS  PubMed  Google Scholar 

  30. Dauber A, Rosenfeld RG, Hirschhorn JN (2014) Genetic evaluation of short stature. J Clin Endocrinol Metab 99:3080–3092

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  31. Perchard R, Murray PG, Clayton PE (2023) Approach to the patient with short stature: genetic testing. J Clin Endocrinol Metab 108:1007–1017

    Article  PubMed  Google Scholar 

  32. Freire BL, Homma TK, Funari M, Lerario AM, Vasques GA, Malaquias AC et al (2019) Multigene sequencing analysis of children born small for gestational age with isolated short stature. J Clin Endocrinol Metab 104:2023–2030

    Article  PubMed  Google Scholar 

  33. Guo MH, Hirschhorn JN, Dauber A (2018) Insights and implications of genome-wide association studies of height. J Clin Endocrinol Metab 103:3155–3168

    Article  PubMed  PubMed Central  Google Scholar 

  34. Wit JM, Kamp GA, Oostdijk W, on behalf of the Dutch Working Group on Triage and Diagnosis of Growth Disorders in Children (2019) Towards a rational and efficient diagnostic approach in children referred for growth failure to the general paediatrician. Horm Res Paediatr 91:223–240

    Article  CAS  PubMed  Google Scholar 

  35. Dauber A (2019) Genetic testing for the child with short stature-has the time come to change our diagnostic paradigm? J Clin Endocrinol Metab 104:2766–2769

    Article  PubMed  Google Scholar 

  36. Li Q, Chen Z, Wang J, Xu K, Fan X, Gong C, Wu Z, Zhang TJ, Wu N (2023) Molecular diagnostic yield of exome sequencing and chromosomal microarray in short stature: a systematic review and meta-analysis. JAMA Pediatr 177(11):1149–1157

    Article  PubMed  Google Scholar 

  37. Yang L, Zhang C, Wang W, Wang J, Xiao Y, Lu W et al (2018) Pathogenic gene screening in 91 Chinese patients with short stature of unknown etiology with a targeted next-generation sequencing panel. BMC Med Genet 19:212

    Article  PubMed  PubMed Central  Google Scholar 

  38. Sentchordi-Montané L, Benito-Sanz S, Aza-Carmona M, Díaz-González F, Modamio-Høybjør S, de la Torre C et al (2021) High prevalence of variants in skeletal dysplasia associated genes in individuals with short stature and minor skeletal anomalies. Eur J Endocrinol 185:691–705

    Article  PubMed  Google Scholar 

  39. Hattori A, Katoh-Fukui Y, Nakamura A, Matsubara K, Kamimaki T, Tanaka H et al (2017) Next generation sequencing-based mutation screening of 86 patients with idiopathic short stature. Endocr J 64:947–954

    Article  CAS  PubMed  Google Scholar 

  40. Perchard R, Murray PG, Payton A, Highton GL, Whatmore A, Clayton PE (2020) Novel mutations and genes that impact on growth in short stature of undefined aetiology: the EPIGROW study. J Endocr Soc 4:105

    Article  Google Scholar 

  41. Wang SR, Carmichael H, Andrew SF, Miller TC, Moon JE, Derr MA et al (2013) Large-scale pooled next-generation sequencing of 1077 genes to identify genetic causes of short stature. J Clin Endocrinol Metab 98:E1428–E1437

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  42. Murray PG, Clayton PE, Chernausek SD (2018) A genetic approach to evaluation of short stature of undetermined cause. Lancet Diabetes Endocrinol 6:564–574

    Article  PubMed  Google Scholar 

  43. Kamil G, Yoon JY, Yoo S, Cheon CK (2021) Clinical relevance of targeted exome sequencing in patients with rare syndromic short stature. Orphanet J Rare Dis 16:297

    Article  PubMed  PubMed Central  Google Scholar 

  44. Fan X, Zhao S, Yu C, Wu D, Yan Z, Fan L et al (2021) Exome sequencing reveals genetic architecture in patients with isolated or syndromic short stature. J Genet Genom 48:396–402

    Article  CAS  Google Scholar 

  45. Huang Z, Sun Y, Fan Y, Wang L, Liu H, Gong Z et al (2018) Genetic evaluation of 114 Chinese short stature children in the next generation era: a single center study. Cell Physiol Biochem 49:295–305

    Article  CAS  PubMed  Google Scholar 

  46. Tartaglia M, Gelb BD, Zenker M (2011) Noonan syndrome and clinically related disorders. Best Pract Res Clin Endocrinol Metab 25:161–179

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  47. Binder G (2011) Short stature due to SHOX deficiency: genotype, phenotype, and therapy. Horm Res Paediatr 75:81–89

    Article  CAS  PubMed  Google Scholar 

  48. Fukami M, Seki A, Ogata T (2016) SHOX haploinsufficiency as a cause of syndromic and nonsyndromic short stature. Mol Syndromol 7:3–11

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  49. Lin L, Li M, Luo J, Li P, Zhou S, Yang Y et al (2021) A high proportion of novel ACAN mutations and their prevalence in a large cohort of Chinese short stature children. J Clin Endocrinol Metab 106:e2711–e2719

    Article  PubMed  PubMed Central  Google Scholar 

  50. Quintos JB, Guo MH, Dauber A (2015) Idiopathic short stature due to novel heterozygous mutation of the aggrecan gene. J Pediatr Endocrinol Metab 28:927–932

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  51. Nilsson O, Guo MH, Dunbar N, Popovic J, Flynn D, Jacobsen C et al (2014) Short stature, accelerated bone maturation, and early growth cessation due to heterozygous aggrecan mutations. J Clin Endocrinol Metab 99:E1510–E1518

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  52. Gkourogianni A, Andrew M, Tyzinski L, Crocker M, Douglas J, Dunbar N et al (2017) Clinical characterization of patients with autosomal dominant short stature due to aggrecan mutations. J Clin Endocrinol Metab 102:460–469

    Article  PubMed  Google Scholar 

  53. Sentchordi-Montané L, Aza-Carmona M, Benito-Sanz S, Barreda-Bonis AC, Sánchez-Garre C, Prieto-Matos P et al (2018) Heterozygous aggrecan variants are associated with short stature and brachydactyly: description of 16 probands and a review of the literature. Clin Endocrinol (Oxf) 88:820–829

    Article  PubMed  Google Scholar 

  54. Homma TK, Krepischi A, Furuya TK, Honjo RS, Malaquias AC, Bertola DR et al (2018) Recurrent copy number variants associated with syndromic short stature of unknown cause. Horm Res Paediatr 89:13–21

    Article  CAS  PubMed  Google Scholar 

  55. Toni L, Plachy L, Dusatkova P, Amaratunga SA, Elblova L, Sumnik Z et al (2023) The genetic landscape of children born small for gestational age with persistent short stature (SGA-SS). Horm Res Paediatr. https://doi.org/10.1159/000530521

    Article  PubMed  Google Scholar 

  56. Fuke T, Nakamura A, Inoue T, Kawashima S, Hara KI, Matsubara K et al (2021) Role of imprinting disorders in short children born SGA and Silver–Russell syndrome spectrum. J Clin Endocrinol Metab 106:802–813

    Article  PubMed  Google Scholar 

  57. Jee YH, Andrade AC, Baron J, Nilsson O (2017) Genetics of short stature. Endocrinol Metab Clin North Am 46:259–281

    Article  PubMed  PubMed Central  Google Scholar 

  58. Hara-Isono K, Nakamura A, Fuke T, Inoue T, Kawashima S, Matsubara K et al (2022) Pathogenic copy number and sequence variants in children born SGA with short stature without imprinting disorders. J Clin Endocrinol Metab 107:e3121–e3133

    Article  PubMed  Google Scholar 

  59. Cottrell E, Ladha T, Borysewicz-Sańczyk H, Sawicka B, Savage MO, Bossowski AT et al (2021) The value of whole exome sequencing for genetic diagnosis in a patient with Bloom syndrome. J Endocrinol Invest 44:1331–1334

    Article  CAS  PubMed  Google Scholar 

  60. Turkyilmaz A, Donmez AS, Cayir A (2022) A genetic approach in the evaluation of short stature. Eurasian J Med 54(Suppl 1):179–186

    PubMed  Google Scholar 

  61. Wakeling EL, Brioude F, Lokulo-Sodipe O, O’Connell SM, Salem J, Bliek J et al (2017) Diagnosis and management of Silver–Russell syndrome: first international consensus statement. Nat Rev Endocrinol 13:105–124

    Article  CAS  PubMed  Google Scholar 

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Funding

This research did not receive any specific grant from any funding agency in the public, commercial or not-for-profit sector.

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All the authors had full access to all of the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis. Moreover, all the authors read and approved the final manuscript. In particular: PC conceived of the study, contributed to the preparation and critical review of the manuscript; SM, MA and RG wrote the manuscript; AG, AMB, MM, DC and AG contributed in the genetic analysis; FA, GP and AP conceived the study and participated in its coordination.

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Correspondence to P. Cavarzere.

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The authors declare no conflict of interest that could compromise the impartiality of the research reported and that no financial support was requested for this study.

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The Institutional Ethics Committee of the provinces of Verona and Rovigo, Italy, took note of the retrospective design of the study and approved the results for publication.

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Written informed consent was obtained from the parents or the guardians of each patient.

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Cavarzere, P., Pietrobelli, A., Gandini, A. et al. Role of genetic investigation in the diagnosis of short stature in a cohort of Italian children. J Endocrinol Invest 47, 1237–1250 (2024). https://doi.org/10.1007/s40618-023-02243-9

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