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Published in: International Journal of Legal Medicine 3/2015

01-05-2015 | Original Article

Accuracy of MRI skeletal age estimation for subjects 12–19. Potential use for subjects of unknown age

Authors: Serenella Serinelli, Valeria Panebianco, Milvia Martino, Sofia Battisti, Karina Rodacki, Enrico Marinelli, Fulvio Zaccagna, Richard C. Semelka, Ernesto Tomei

Published in: International Journal of Legal Medicine | Issue 3/2015

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Abstract

Introduction

In forensic practice, there is a growing need for accurate methods of age estimation, especially in the cases of young individuals of unknown age. Age can be estimated through somatic features that are universally considered associated with chronological age. Unfortunately, these features do not always coincide with the real chronological age: for these reasons that age determination is often very difficult. Our aim is to evaluate accuracy of skeletal age estimation using Tomei’s MRI method in subjects between 12 and 19 years old for forensic purposes.

Material and methods

Two investigators analyzed MRI images of the left hand and wrist of 77 male and 74 female caucasian subjects, without chronic diseases or developmental disorders, whose age ranged from 12 to 19 years. Skeletal maturation was determined by two operators, who analyzed all MRI images separately, in blinded fashion to the chronological age. Inter-rater agreement was measured with Pearson (R 2) coefficient. One of the examiners repeated the evaluation after 6 months, and intraobserver variation was analyzed. Bland–Altman plots were used to determine mean differences between skeletal and chronological age.

Results

Inter-rater agreement Pearson coefficient showed a good linear correlation, respectively, 0.98 and 0.97 in males and females. Bland–Altman analysis demonstrated that the differences between chronological and skeletal age are not significant. Spearman’s correlation coefficient showed good correlation between skeletal and chronological age both in females (R 2 = 0.96) and in males (R 2 = 0.94).

Conclusions

Our results show that MRI skeletal age is a reproducible method and has good correlation with chronological age.
Literature
1.
go back to reference Ritz-Timme S, Cattaneo C, Collins MJ, Waite ER, Schutz HW, Kaatsch HJ et al (2000) Age estimation: the state of the art in relation to the specific demands of forensic practice. Int J Legal Med 113(3):129–136CrossRefPubMed Ritz-Timme S, Cattaneo C, Collins MJ, Waite ER, Schutz HW, Kaatsch HJ et al (2000) Age estimation: the state of the art in relation to the specific demands of forensic practice. Int J Legal Med 113(3):129–136CrossRefPubMed
2.
go back to reference UNICEF (2007) Progress for children—a world fit for children statistical review. United Nations Children’s Fund, New York UNICEF (2007) Progress for children—a world fit for children statistical review. United Nations Children’s Fund, New York
5.
go back to reference Schmeling A, Olze A, Reisinger W, Geserick G (2001) Age estimation of living people undergoing criminal proceedings. Lancet 358(9276):89–90CrossRefPubMed Schmeling A, Olze A, Reisinger W, Geserick G (2001) Age estimation of living people undergoing criminal proceedings. Lancet 358(9276):89–90CrossRefPubMed
6.
go back to reference House of Lords, House of Commons and Joint Committee on Human Rights (2007) The treatment of asylum seekers—tenth report of session 2006–07. The Stationery Office Limited, London House of Lords, House of Commons and Joint Committee on Human Rights (2007) The treatment of asylum seekers—tenth report of session 2006–07. The Stationery Office Limited, London
9.
go back to reference Schmeling A, Olze A, Reisinger W, Geserick G (2004) Forensic age diagnostics of living people undergoing criminal proceedings. Forensic Sci Int 144(2–3):243–245CrossRefPubMed Schmeling A, Olze A, Reisinger W, Geserick G (2004) Forensic age diagnostics of living people undergoing criminal proceedings. Forensic Sci Int 144(2–3):243–245CrossRefPubMed
10.
go back to reference Malina RM, Bouchard C, Bar-Or O, McGraw KA, McGraw C (2004) Growth, maturation, and physical activity. Human Kinetics, Champaign Malina RM, Bouchard C, Bar-Or O, McGraw KA, McGraw C (2004) Growth, maturation, and physical activity. Human Kinetics, Champaign
11.
go back to reference Loder RT, Estle DT, Morrison K, Eggleston D, Fish DN, Greenfield ML et al (1993) Applicability of the Greulich and Pyle skeletal age standards to black and white children of today. Am J Dis Child 147(12):1329–1333PubMed Loder RT, Estle DT, Morrison K, Eggleston D, Fish DN, Greenfield ML et al (1993) Applicability of the Greulich and Pyle skeletal age standards to black and white children of today. Am J Dis Child 147(12):1329–1333PubMed
12.
go back to reference Ontell FK, Ivanovic M, Ablin DS, Barlow TW (1996) Bone age in children of diverse ethnicity.AJR. Am J Roentgenol 167(6):1395–1398CrossRef Ontell FK, Ivanovic M, Ablin DS, Barlow TW (1996) Bone age in children of diverse ethnicity.AJR. Am J Roentgenol 167(6):1395–1398CrossRef
14.
go back to reference Bogin B, Loucky J (1997) Plasticity, political economy, and physical growth status of Guatemala Maya children living in the United States. Am J Phys Anthropol 102(1):17–32CrossRefPubMed Bogin B, Loucky J (1997) Plasticity, political economy, and physical growth status of Guatemala Maya children living in the United States. Am J Phys Anthropol 102(1):17–32CrossRefPubMed
15.
go back to reference Schmeling A, Reisinger W, Loreck D, Vendura K, Markus W, Geserick G (2000) Effects of ethnicity on skeletal maturation: consequences for forensic age estimations. Int J Legal Med 113:253–258CrossRefPubMed Schmeling A, Reisinger W, Loreck D, Vendura K, Markus W, Geserick G (2000) Effects of ethnicity on skeletal maturation: consequences for forensic age estimations. Int J Legal Med 113:253–258CrossRefPubMed
16.
go back to reference Schmeling A, Reisinger W, Geserick G, Olze A (2006) Age estimation of unaccompanied minors. Part I. General considerations. Forensic Sci Int 159(Suppl 1):S61–S64CrossRefPubMed Schmeling A, Reisinger W, Geserick G, Olze A (2006) Age estimation of unaccompanied minors. Part I. General considerations. Forensic Sci Int 159(Suppl 1):S61–S64CrossRefPubMed
18.
19.
go back to reference Greulich WW, Pyle SI (1959) Radiographic atlas of skeletal development of the hand and wrist. Stanford University Press, Stanford Greulich WW, Pyle SI (1959) Radiographic atlas of skeletal development of the hand and wrist. Stanford University Press, Stanford
20.
go back to reference Tanner JM, Whitehouse RH, Cameron N, Marshall WA, Healy MJR, Goldstein H (1988) Assessment of skeletal maturity and prediction of adult height (TW2 method). Academic Press Limited, London Tanner JM, Whitehouse RH, Cameron N, Marshall WA, Healy MJR, Goldstein H (1988) Assessment of skeletal maturity and prediction of adult height (TW2 method). Academic Press Limited, London
21.
go back to reference Kreitner KF, Schweden F, Schild HH, Riepert T, Nafe B (1997) Die computertomographisch bestimmte ausreifung der medialen klavikula epiphyse—eine additive methode zur altersbestimmung im adoleszentenalter und in der dritten lebensdekade? Fortschr Röntgenstr 166:481–486CrossRef Kreitner KF, Schweden F, Schild HH, Riepert T, Nafe B (1997) Die computertomographisch bestimmte ausreifung der medialen klavikula epiphyse—eine additive methode zur altersbestimmung im adoleszentenalter und in der dritten lebensdekade? Fortschr Röntgenstr 166:481–486CrossRef
22.
go back to reference Wittschieber D, Schulz R, Vieth V, Küppers M, Bajanowski T, Ramsthaler F, Püschel K, Pfeiffer H, Schmidt S, Schmeling A (2014) The value of sub-stages and thin slices for the assessment of the medial clavicular epiphysis: a prospective multi-center CT study. Forensic Sci Med Pathol 10(2):163–169CrossRefPubMed Wittschieber D, Schulz R, Vieth V, Küppers M, Bajanowski T, Ramsthaler F, Püschel K, Pfeiffer H, Schmidt S, Schmeling A (2014) The value of sub-stages and thin slices for the assessment of the medial clavicular epiphysis: a prospective multi-center CT study. Forensic Sci Med Pathol 10(2):163–169CrossRefPubMed
23.
go back to reference Wittschieber D, Schmeling A, Schmidt S, Heindel W, Pfeiffer H, Vieth V (2013) The Risser sign for forensic age estimation in living individuals: a study of 643 pelvic radiographs. Forensic Sci Med Pathol 9(1):36–43CrossRefPubMed Wittschieber D, Schmeling A, Schmidt S, Heindel W, Pfeiffer H, Vieth V (2013) The Risser sign for forensic age estimation in living individuals: a study of 643 pelvic radiographs. Forensic Sci Med Pathol 9(1):36–43CrossRefPubMed
24.
go back to reference Dedouit F, Auriol J, Rousseau H, Rougé D, Crubézy E, Telmon N (2012) Age assessment by magnetic resonance imaging of the knee: a preliminary study. Forensic Sci Int 217(1–3):232.e1–232.e7 Dedouit F, Auriol J, Rousseau H, Rougé D, Crubézy E, Telmon N (2012) Age assessment by magnetic resonance imaging of the knee: a preliminary study. Forensic Sci Int 217(1–3):232.e1–232.e7
25.
go back to reference Krämer JA, Schmidt S, Jürgens KU, Lentschig M, Schmeling A, Vieth V (2014) Forensic age estimation in living individuals using 3.0 T MRI of the distal femur. Int J Legal Med 128(3):509–514CrossRefPubMed Krämer JA, Schmidt S, Jürgens KU, Lentschig M, Schmeling A, Vieth V (2014) Forensic age estimation in living individuals using 3.0 T MRI of the distal femur. Int J Legal Med 128(3):509–514CrossRefPubMed
26.
go back to reference Groell R, Lindbichler F, Riepl T et al (1999) The reliability of bone age determination in Central European children using the Greulich and Pyle method. Br J Radiol 72:461–464CrossRefPubMed Groell R, Lindbichler F, Riepl T et al (1999) The reliability of bone age determination in Central European children using the Greulich and Pyle method. Br J Radiol 72:461–464CrossRefPubMed
27.
go back to reference Van Rijn RR, Lequin MH, Robben SG et al (2001) Is the Greulich and Pyle atlas still valid for Dutch Caucasian children today? Pediatr Radiol 31:748–752CrossRefPubMed Van Rijn RR, Lequin MH, Robben SG et al (2001) Is the Greulich and Pyle atlas still valid for Dutch Caucasian children today? Pediatr Radiol 31:748–752CrossRefPubMed
28.
go back to reference Beunen G, Cameron N (1980) The reproducibility of TW2 skeletal age assessments by a self-taught assessor. Ann Hum Biol 7(2):155–162CrossRefPubMed Beunen G, Cameron N (1980) The reproducibility of TW2 skeletal age assessments by a self-taught assessor. Ann Hum Biol 7(2):155–162CrossRefPubMed
29.
go back to reference Hauspie RC, Cameron N, Molinari L (2004) Methods in human growth research. Cambridge University Press, Cambridge (UK) Hauspie RC, Cameron N, Molinari L (2004) Methods in human growth research. Cambridge University Press, Cambridge (UK)
30.
go back to reference Zhang A, Sayre JW, Vachon L, Liu BJ, Huang HK (2009) Racial differences in growth patterns of children assessed on the basis of bone age. Radiology 250(1):228–235CrossRefPubMedCentralPubMed Zhang A, Sayre JW, Vachon L, Liu BJ, Huang HK (2009) Racial differences in growth patterns of children assessed on the basis of bone age. Radiology 250(1):228–235CrossRefPubMedCentralPubMed
31.
go back to reference Cox LA (1996) Tanner-Whitehouse method of assessing skeletal maturity: problems and common errors. Horm Res 45(Suppl 2):53–55CrossRefPubMed Cox LA (1996) Tanner-Whitehouse method of assessing skeletal maturity: problems and common errors. Horm Res 45(Suppl 2):53–55CrossRefPubMed
32.
33.
go back to reference Bilgili Y, Hizel S, Kara SA et al (2003) Accuracy of skeletal age assessment in children from birth to 6 years of age with the ultrasonographic version of the Greulich-Pyle atlas. J Ultrasound Med 22(7):683–690PubMed Bilgili Y, Hizel S, Kara SA et al (2003) Accuracy of skeletal age assessment in children from birth to 6 years of age with the ultrasonographic version of the Greulich-Pyle atlas. J Ultrasound Med 22(7):683–690PubMed
34.
go back to reference Mentzel HJ, Vilser C, Eulenstein M et al (2005) Assessment of skeletal age at the wrist in children with a new ultrasound device. Pediatr Radiol 35(4):429–433CrossRefPubMed Mentzel HJ, Vilser C, Eulenstein M et al (2005) Assessment of skeletal age at the wrist in children with a new ultrasound device. Pediatr Radiol 35(4):429–433CrossRefPubMed
35.
go back to reference Tomei E, Battisti S, Martino M, Nissman D, Semelka RC (2014) Text-atlas of skeletal age determination: MRI of the hand and wrist in children. Wiley-Blackwell, HobokenCrossRef Tomei E, Battisti S, Martino M, Nissman D, Semelka RC (2014) Text-atlas of skeletal age determination: MRI of the hand and wrist in children. Wiley-Blackwell, HobokenCrossRef
36.
go back to reference Tomei E, Sartori A, Nissman D, Al Ansari N, Battisti S, Rubini A, Stagnitti A, Martino M, Marini M, Barbato E, Semelka RC (2014) Value of MRI of the hand and the wrist in evaluation of bone age: preliminary results. J Magn Reson Imaging 39(5):1198–1205CrossRefPubMed Tomei E, Sartori A, Nissman D, Al Ansari N, Battisti S, Rubini A, Stagnitti A, Martino M, Marini M, Barbato E, Semelka RC (2014) Value of MRI of the hand and the wrist in evaluation of bone age: preliminary results. J Magn Reson Imaging 39(5):1198–1205CrossRefPubMed
37.
go back to reference Cross TM, Smart RC, Thomson JEM (2003) Exposure to diagnostic ionizing radiation in sports medicine: assessing and monitoring the risk. Clin J Sport Med 13(3):164–170CrossRefPubMed Cross TM, Smart RC, Thomson JEM (2003) Exposure to diagnostic ionizing radiation in sports medicine: assessing and monitoring the risk. Clin J Sport Med 13(3):164–170CrossRefPubMed
44.
go back to reference Benson J, Williams J (2008) Age determination in refugee children. Aust Fam Physician 37(10):821–825PubMed Benson J, Williams J (2008) Age determination in refugee children. Aust Fam Physician 37(10):821–825PubMed
45.
go back to reference Dvorak J, George J, Junge A, Hodler J (2007) Age determination by magnetic resonance imaging of the wrist in adolescent male football players. Br J Sports Med 41(1):45–52CrossRefPubMedCentralPubMed Dvorak J, George J, Junge A, Hodler J (2007) Age determination by magnetic resonance imaging of the wrist in adolescent male football players. Br J Sports Med 41(1):45–52CrossRefPubMedCentralPubMed
46.
go back to reference Schmidt S, Koch B, Schulz R, Reisinger W, Schmeling A (2008) Studies in use of the Greulich-Pyle skeletal age method to assess criminal liability. Legal Med (Tokyo) 10(4):190–195CrossRef Schmidt S, Koch B, Schulz R, Reisinger W, Schmeling A (2008) Studies in use of the Greulich-Pyle skeletal age method to assess criminal liability. Legal Med (Tokyo) 10(4):190–195CrossRef
47.
go back to reference Schmidt S, Nitz I, Schulz R, Schmeling A (2008) Applicability of the skeletal age determination method of Tanner and Whitehouse for forensic age diagnostics. Int J Legal Med 122(4):309–314CrossRefPubMed Schmidt S, Nitz I, Schulz R, Schmeling A (2008) Applicability of the skeletal age determination method of Tanner and Whitehouse for forensic age diagnostics. Int J Legal Med 122(4):309–314CrossRefPubMed
48.
go back to reference Dvorak J, George J, Junge A, Hodler J (2007) Application of MRI of the wrist for age determination in international U-17 soccer competitions. Br J Sports Med 41(8):497–500CrossRefPubMedCentralPubMed Dvorak J, George J, Junge A, Hodler J (2007) Application of MRI of the wrist for age determination in international U-17 soccer competitions. Br J Sports Med 41(8):497–500CrossRefPubMedCentralPubMed
49.
go back to reference George J, Nagendran J, Azmi K (2012) Comparison study of growth plate fusion using MRI versus plain radiographs as used in age determination for exclusion of overaged football players. Br J Sports Med 46(4):273–278CrossRefPubMed George J, Nagendran J, Azmi K (2012) Comparison study of growth plate fusion using MRI versus plain radiographs as used in age determination for exclusion of overaged football players. Br J Sports Med 46(4):273–278CrossRefPubMed
50.
go back to reference Terada Y, Kono S, Tamada D, Uchiumi T, Kose K, Miyagi R, Yamabe E, Yoshioka H (2013) Skeletal age assessment in children using an open compact MRI system. Magn Reson Med 69(6):1697–1702CrossRefPubMed Terada Y, Kono S, Tamada D, Uchiumi T, Kose K, Miyagi R, Yamabe E, Yoshioka H (2013) Skeletal age assessment in children using an open compact MRI system. Magn Reson Med 69(6):1697–1702CrossRefPubMed
51.
go back to reference Yoshioka H, Schlechtweg PM, Kose K (2009) Magnetic resonance imaging. In: Weissman BNW (ed) Imaging of arthritis and metabolic bone disease. Elsevier, Philadelphia Yoshioka H, Schlechtweg PM, Kose K (2009) Magnetic resonance imaging. In: Weissman BNW (ed) Imaging of arthritis and metabolic bone disease. Elsevier, Philadelphia
Metadata
Title
Accuracy of MRI skeletal age estimation for subjects 12–19. Potential use for subjects of unknown age
Authors
Serenella Serinelli
Valeria Panebianco
Milvia Martino
Sofia Battisti
Karina Rodacki
Enrico Marinelli
Fulvio Zaccagna
Richard C. Semelka
Ernesto Tomei
Publication date
01-05-2015
Publisher
Springer Berlin Heidelberg
Published in
International Journal of Legal Medicine / Issue 3/2015
Print ISSN: 0937-9827
Electronic ISSN: 1437-1596
DOI
https://doi.org/10.1007/s00414-015-1161-y

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