Bone Mineral Density in Children with Cerebral Palsy: Associations with Anthropometric and Clinical Characteristics—A Cross-Sectional Study
Abstract
1. Introduction
2. Materials and Methods
2.1. Participants and Study Design
2.2. Clinical Characteristics
2.2.1. Gross Motor Functional Classification System (GMFCS)
2.2.2. Muscle Tone Abnormalities
2.2.3. Ambulation and Paralysis Distribution
2.2.4. Motor Characteristics
Isometric Muscle Strength (Handgrip)
Physical Activities (ActiGraph)
2.3. Outcome
2.3.1. Measurements of Bone Mineral Density (BMD)
2.3.2. Assessment of Calcium Intake
2.4. Statistical Analysis
3. Results
3.1. Clinical Characteristics
3.2. Calcium Intake, Muscle Tone, and Handgrip Strength
3.3. Physical Activity
3.4. Dual-Energy X-Ray Absorptiometry (DXA)
3.5. Association Between DXA Measurements and Characteristics of the Children with Cerebral Palsy
3.5.1. Total Z-Score
3.5.2. Subtotal Z-Score
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
BMD | Bone Mineral Density |
BMC | Bone Mineral Content |
BMI | Body Mass Index |
CP | Cerebral Palsy |
DXA | Dual-Energy X-ray Absorptiometry |
GMFCS | Gross Motor Functional Classification System |
PA | Physical Activity |
WBLH | Whole Body Less Head |
References
- Gulati, S.; Sondhi, V. Cerebral Palsy: An Overview. Indian J. Pediatr. 2018, 85, 1006–1016. [Google Scholar] [CrossRef]
- Krigger, K.W. Cerebral Palsy: An Overview. Am. Fam. Physician 2006, 73, 91–100. [Google Scholar]
- Mus-Peters, C.T.R.; Huisstede, B.M.A.; Noten, S.; Hitters, M.W.M.G.C.; van der Slot, W.M.A.; van den Berg-Emons, R.J.G. Low Bone Mineral Density in Ambulatory Persons with Cerebral Palsy? A Systematic Review. Disabil. Rehabil. 2019, 41, 2392–2402. [Google Scholar] [CrossRef]
- Wimalasundera, N.; Stevenson, V.L. Cerebral Palsy. Pract. Neurol. 2016, 16, 184–194. [Google Scholar] [CrossRef]
- Chan, G.; Miller, F. Assessment and Treatment of Children with Cerebral Palsy. Orthop. Clin. N. Am. 2014, 45, 313–325. [Google Scholar] [CrossRef]
- Nurković, J.S.; Petković, P.; Tiosavljević, D.; Vojinović, R. Measurement of Bone Mineral Density in Children with Cerebral Palsy from an Ethical Issue to a Diagnostic Necessity. BioMed Res. Int. 2020, 2020, 7282946. [Google Scholar] [CrossRef]
- Ward, K.A.; Caulton, J.M.; Adams, J.E.; Mughal, M.Z. Perspective: Cerebral Palsy as a Model of Bone Development in the Absence of Postnatal Mechanical Factors. J. Musculoskelet. Neuronal Interact. 2006, 6, 154–159. [Google Scholar]
- Henderson, R.C.; Lark, R.K.; Gurka, M.J.; Worley, G.; Fung, E.B.; Conaway, M.; Stallings, V.A.; Stevenson, R.D. Bone Density and Metabolism in Children and Adolescents with Moderate to Severe Cerebral Palsy. Pediatrics 2002, 110, e5. [Google Scholar] [CrossRef]
- Sheung-Tung, H. Review of Fractures and Low Bone Mass in Children with Cerebral Palsy. J. Orthop. Trauma Rehabil. 2012, 16, 45–50. [Google Scholar] [CrossRef]
- Brunner, R.; Doderlein, L. Pathological Fractures in Patients with Cerebral Palsy. J. Pediatr. Orthop. B 1996, 5, 232–238. [Google Scholar] [CrossRef]
- Liquori, B.M.; Gannotti, M.E.; Thorpe, D.E.; Fuchs, R.K. Characteristics of interventions to improve bone health in children with cerebral palsy: A systematic review. Pediatr. Phys. Ther. 2022, 34, 163–170. [Google Scholar] [CrossRef] [PubMed]
- Valenzuela-Aedo, F.; Reyes-Moreno, C.; Balboa-Castillo, T. Effectiveness of assisted standing on bone mineral density in children with cerebral palsy: A systematic review. Arch. Argent. Pediatr. 2024, 122, e202310251. [Google Scholar] [CrossRef] [PubMed]
- Ali, O.; Shim, M.; Fowler, E.; Cohen, P.; Oppenheim, W. Spinal Bone Mineral Density, IGF-1 and IGFBP-3 in Children with Cerebral Palsy. Horm. Res. 2007, 68, 316–320. [Google Scholar] [CrossRef]
- Mughal, M.Z. Fractures in Children with Cerebral Palsy. Curr. Osteoporos. Rep. 2014, 12, 313–318. [Google Scholar] [CrossRef]
- Bianchi, M.L.; Leonard, M.B.; Bechtold, S.; Högler, W.; Mughal, M.Z.; Schönau, E.; Sylvester, F.A.; Vogiatzi, M.; van den Heuvel-Eibrink, M.M.; Ward, L.; et al. Bone Health in Children and Adolescents with Chronic Diseases That May Affect the Skeleton: The 2013 ISCD Pediatric Official Positions. J. Clin. Densitom. 2014, 17, 281–294. [Google Scholar] [CrossRef]
- Ozel, S.; Switzer, L.; Macintosh, A.; Fehlings, D. Informing Evidence-Based Clinical Practice Guidelines for Children with Cerebral Palsy at Risk of Osteoporosis: An Update. Dev. Med. Child. Neurol. 2016, 58, 918–923. [Google Scholar] [CrossRef] [PubMed]
- Cohen, M.; Lahat, E.; Bistritzer, T.; Livne, A.; Heyman, E.; Rachmiel, M. Evidence-Based Review of Bone Strength in Children and Youth with Cerebral Palsy. J. Child. Neurol. 2009, 24, 959–967. [Google Scholar] [CrossRef]
- Bachrach, L.K. Acquisition of Optimal Bone Mass in Childhood and Adolescence. Trends Endocrinol. Metab. 2001, 12, 22–28. [Google Scholar] [CrossRef]
- Gelfand, I.M.; DiMeglio, L.A. Bone Mineral Accrual and Low Bone Mass: A Pediatric Perspective. Rev. Endocr. Metab. Disord. 2005, 6, 281–289. [Google Scholar] [CrossRef]
- Palisano, R.J.; Hanna, S.E.; Rosenbaum, P.L.; Russell, D.J.; Walter, S.D.; Wood, E.P.; Raina, P.S.; Galuppi, B.E. Validation of a Model of Gross Motor Function for Children with Cerebral Palsy. Phys. Ther. 2000, 80, 974–985. [Google Scholar] [CrossRef]
- Bohannon, R.W.; Smith, M.B. Interrater Reliability of a Modified Ashworth Scale of Muscle Spasticity. Phys. Ther. 1987, 67, 206–207. [Google Scholar] [CrossRef] [PubMed]
- Beani, E.; Maselli, M.; Sicola, E.; Perazza, S.; Cecchi, F.; Dario, P.; Braito, I.; Boyd, R.; Cioni, G.; Sgandurra, G. Actigraph Assessment for Measuring Upper Limb Activity in Unilateral Cerebral Palsy. J. Neuroeng. Rehabil. 2019, 16, 30. [Google Scholar] [CrossRef]
- Puyau, M.R.; Adolph, A.L.; Vohra, F.A.; Butte, N.F. Validation and Calibration of Physical Activity Monitors in Children. Obes. Res. 2002, 10, 150–157. [Google Scholar] [CrossRef] [PubMed]
- Houlihan, C.M. Bone Health in Cerebral Palsy: Who’s at Risk and What to Do about It? J. Pediatr. Rehabil. Med. 2014, 7, 143–153. [Google Scholar] [CrossRef] [PubMed]
- Coy, A.; Medina, A.; Rivera, A.; Sánchez, P. Calcium Intake in Colombia: Are We Still in Deficit? Arch. Osteoporos. 2020, 15, 71. [Google Scholar] [CrossRef]
- Akhter, N.; Khan, A.A.; Ayyub, A. Motor Impairment and Skeletal Mineralization in Children with Cerebral Palsy. J. Pak. Med. Assoc. 2017, 67, 200–203. [Google Scholar]
- Alvarez Zaragoza, C.; Vasquez Garibay, E.M.; García Contreras, A.A.; Larrosa Haro, A.; Romero Velarde, E.; Rea Rosas, A.; Cabrales de Anda, J.L.; Vega Olea, I. Bone Mineral Density and Nutritional Status in Children with Quadriplegic Cerebral Palsy. Arch. Osteoporos. 2018, 13, 17. [Google Scholar] [CrossRef]
- Duran, I.; Katzmann, J.; Martakis, K.; Stark, C.; Semler, O.; Schoenau, E. Individualized Evaluation of Lumbar Bone Mineral Density in Children with Cerebral Palsy. Arch. Osteoporos. 2018, 13, 120. [Google Scholar] [CrossRef]
- Chad, K.E.; McKay, H.A.; Zello, G.A.; Bailey, D.A.; Faulkner, R.A.; Snyder, R.E. Body Composition in Nutritionally Adequate Ambulatory and Non-Ambulatory Children with Cerebral Palsy and a Healthy Reference Group. Dev. Med. Child. Neurol. 2000, 42, 334–339. [Google Scholar] [CrossRef]
- Finbråten, A.-K.; Syversen, U.; Skranes, J.; Andersen, G.L.; Stevenson, R.D.; Vik, T. Bone Mineral Density and Vitamin D Status in Ambulatory and Non-Ambulatory Children with Cerebral Palsy. Osteoporos. Int. 2015, 26, 141–150. [Google Scholar] [CrossRef]
- Lanyon, L.E. Using Functional Loading to Influence Bone Mass and Architecture: Objectives, Mechanisms, and Relationship with Estrogen of the Mechanically Adaptive Process in Bone. Bone 1996, 18, 37S–43S. [Google Scholar] [CrossRef] [PubMed]
- Unay, B.; Sarici, S.U.; Vurucu, S.; Inanç, N.; Akin, R.; Gökçay, E. Evaluation of Bone Mineral Density in Children with Cerebral Palsy. Turk. J. Pediatr. 2003, 45, 11–14. [Google Scholar]
- Henderson, R.C.; Lin, P.P.; Greene, W.B. Bone-Mineral Density in Children and Adolescents Who Have Spastic Cerebral Palsy. J. Bone Jt. Surg. Am. 1995, 77, 1671–1681. [Google Scholar] [CrossRef]
- Southard, R.N.; Morris, J.D.; Mahan, J.D.; Hayes, J.R.; Torch, M.A.; Sommer, A.; Zipf, W.B. Bone Mass in Healthy Children: Measurement with Quantitative DXA. Radiology 1991, 179, 735–738. [Google Scholar] [CrossRef]
- Chen, C.-L.; Lin, K.-C.; Wu, C.-Y.; Ke, J.-Y.; Wang, C.-J.; Chen, C.-Y. Relationships of Muscle Strength and Bone Mineral Density in Ambulatory Children with Cerebral Palsy. Osteoporos. Int. 2012, 23, 715–721. [Google Scholar] [CrossRef] [PubMed]
- de Arruda, R.C.B.F.; Tassitano, R.M.; da Silva Brito, A.L.; de Sousa Martins, O.S.; Cabral, P.C.; de Castro Antunes, M.M. Physical Activity, Sedentary Time and Nutritional Status in Brazilian Children with Cerebral Palsy. J. Pediatr. (Rio J) 2022, 98, 303–309. [Google Scholar] [CrossRef] [PubMed]
- Mergler, S.; Evenhuis, H.M.; Boot, A.M.; De Man, S.A.; Bindels-De Heus, K.G.C.B.; Huijbers, W.A.R.; Penning, C. Epidemiology of Low Bone Mineral Density and Fractures in Children with Severe Cerebral Palsy: A Systematic Review. Dev. Med. Child. Neurol. 2009, 51, 773–778. [Google Scholar] [CrossRef]
Characteristics | All Children | GMFCS I–II | GMFCS III–V | p-Value | 95% Confidence Interval | |||
---|---|---|---|---|---|---|---|---|
Lower | Upper | |||||||
Number | 36 | 22 | 14 | |||||
Age (years) | Mean (SD) | 9.7 (2.7) | 10.4 (2.5) | 8.7 (2.9) | 0.077 | −0.19 | 3.49 | |
Gender | Male | n | 24 | 15 | 9 | 0.800 | ||
% | 66.7 | 68.2 | 64.3 | |||||
Female | n | 12 | 7 | 5 | ||||
% | 33.3 | 31.8 | 35.7 | |||||
Handedness | Right | n | 30 | 18 | 12 | 0.800 | ||
% | 83.3 | 81.8 | 85.7 | |||||
Left | n | 6 | 4 | 2 | ||||
% | 16.7 | 18.2 | 14.3 | |||||
Weight (kg) | Mean (SD) | 29.4 (14.8) | 33.5 (12.6) | 23.1 (16.0) | 0.036 | 0.70 | 20.19 | |
Height (cm) | Mean (SD) | 129.9 (17.5) | 136.8 (13.6) | 119.0 (17.8) | 0.002 | 7.14 | 28.49 | |
BMI (kg/m2) | Mean (SD) | 16.9 (5.2) | 18.4 (5.0) | 14.6 (4.9) | 0.033 | 0.31 | 7.18 |
Characteristics | All Children | GMFCS I–II | GMFCS III–V | p-Value | |
---|---|---|---|---|---|
n (%) | |||||
Number | 36 (100) | 22 (61.1) | 14 (38.9) | ||
Tone Abnormality, n (%) | Spasticity | 32 (88.9) | 18 (81.8) | 14 (100) | 0.1 |
Dyskinesia | None | None | None | ||
Ataxia | 1 (2.8) | 1 (4.5) | None | ||
Hypotonia | 1 (2.8) | 1 (4.5) | None | ||
Mixed | 2 (5.6) | 2 (9.1) | None | ||
Distribution of Paralysis, n (%) | Monoplegia | 1 (2.8) | 1 (4.5) | None | 0.008 |
Paraplegia | 1 (2.8) | 1 (4.5) | None | ||
Hemiplegia | 7 (19.4) | 7 (31.8) | None | ||
Diplegia | 19 (52.8) | 10 (45.5) | 9 (64.3) | ||
Quadriplegia | 8 (22.2) | 3 (13.6) | 5 (35.7) | ||
GMFCS, n (%) | I | 11 (30.6) | 11 (50) | None | <0.001 |
II | 11 (30.6) | 11 (50) | None | ||
III | 4 (11.1) | None | 4 (28.6) | ||
IV | 5 (13.9) | None | 5 (35.7) | ||
V | 5 (13.9) | None | 5 (35.7) | ||
Ambulation Capacity | Walks independently | 21 (58.3) | 20 (90.9) | 1 (7.1) | <0.001 |
Walks with a mobility device | 7 (19.4) | 2 (9.1) | 5 (35.7) | ||
No walking | 8 (22.2) | None | 8 (57.1) |
Characteristics | All Children | GMFCS I–II | GMFCS III–V | p-Value | 95% Confidence Interval | |||||
---|---|---|---|---|---|---|---|---|---|---|
Lower | Upper | |||||||||
Muscle Tone, Mean (SD) | Modified Ashworth Scale | 1.1 (0.5) | 0.9 (0.4) | 1.5 (0.6) | 0.001 | −0.9 | −0.2 | |||
Spasticity Index | 7.8 (5.1) | 5.5 (3.0) | 11.4 (5.5) | <0.001 | −8.9 | −3.1 | ||||
Hand Grip Strength in Newton, Mean (SD) | 10.0 (4.8) | 11.6 (4.2) | 7.1 (4.6) | 0.006 | 1.4 | 7.6 | ||||
Estimated Daily Calcium Intake in mg *, Mean (SD) | 825.1 (276.6) | <0.001 * | 751.0 (306.7) | <0.001 * | 941.5 (173.4) | 0.01 * | 0.04 | −373.8 | −7.2 | |
Recommended Daily Calcium Intake in mg *, Mean (SD) | 1175.0 (150.0) | 1218.2 (136.8) | 1107.1 (149.2) | 0.03 | 12.6 | 209.4 | ||||
Percentage of Estimated Daily Calcium Intake, Mean (SD) | 71.4 (25.6) | 62.0 (25.2) | 86.2 (18.7) | 0.004 | −40.1 | −8.2 |
Parameters | All Children | GMFCS I–II | GMFCS III–V | p-Value | 95% Confidence Interval | |
---|---|---|---|---|---|---|
Mean (SD) | Lower | Upper | ||||
Total Steps (count) | 20,537.7 (12,837.5) | 27,186.4 (11,327.2) | 9456.6 (5338.1) | ˂0.001 | 10,588.3 | 24,871.3 |
Step Rate (step/min) | 5.6 (3.0) | 7.1 (2.7) | 3.1 (1.4) | ˂0.001 | 2.3 | 5.8 |
Total Activity (count) | 3,930,627.1 (2,126,078.3) | 4,878,730.9 (2,002,750.9) | 2,350,454.1 (1,205,136.5) | ˂0.001 | 1,221,044.4 | 3,835,509.2 |
Activity Rate (activity/min) | 1083.1 (476.3) | 1273.4 (435.8) | 766.9 (369.3) | 0.002 | 198.8 | 814.2 |
Percentage of Total Sedentary Time (%) | 66.3 (11.0) | 62.1 (9.5) | 73.5 (9.9) | 0.003 | −18.6 | −4.2 |
Percentage of Total Time in Light Activities (%) | 15.5 (4.1) | 16.7 (3.9) | 13.5 (3.8) | 0.03 | 0.3 | 6.0 |
Percentage of Total Time in Moderate Activities (%) | 18.0 (8.3) | 21.1 (7.2) | 12.8 (7.6) | 0.005 | 2.7 | 13.7 |
Percentage of Total Time in Vigorous Activities (%) | 0.2 (0.2) | 0.2 (0.2) | 0.1 (0.2) | 0.46 | −0.1 | 0.2 |
Parameters | All Children | GMFCS I–II | GMFCS III–V | p-Value | 95% Confidence Interval | ||||
---|---|---|---|---|---|---|---|---|---|
Mean (SD) | Lower | Upper | |||||||
Subtotal BMC (g) | 610.8 (294.3) | 699.1 (290.4) | 472.14 (251.18) | 0.02 | 35.1 | 418.8 | |||
Subtotal BMD (g/cm2) | 0.60 (0.14) | 0.66 (0.12) | 0.51 (0.12) | 0.001 | 0.06 | 0.2 | |||
Head BMC (g) | 265.51 (49.63) | 275.14 (52.48) | 250.37 (42.19) | 0.15 | −9.1 | 58.7 | |||
Head BMD (g/cm2) | 1.31 (0.17) | 1.32 (0.19) | 1.28 (0.14) | 0.51 | −0.1 | 0.2 | |||
Total BMC (g) | 907.7 (322.2) | 1025.5 (296.5) | 722.6 (277.5) | 0.004 | 101.8 | 504.0 | |||
Total BMD (g/cm2) | 0.72 (0.11) | 0.76 (0.11) | 0.66 (0.10) | 0.005 | 0.03 | 0.2 | |||
Subtotal Z-Score * | −2.29 (1.35) | 0.1 * | −1.74 (1.01) | 0.8 * | −3.17 (1.40) | 0.04 * | 0.02 | 0.1 | 1.6 |
Total Z-Score * | −2.09 (1.09) | −1.76 (0.95) | −2.61 (1.13) | 0.001 | 0.6 | 2.2 |
Independent Variables | Total Z-Score | Subtotal Z-Score | ||
---|---|---|---|---|
r | p | r | p | |
Age | 0.13 | 0.45 | 0.17 | 0.31 |
Weight | 0.39 | 0.02 | 0.48 | 0.003 |
Height | 0.23 | 0.19 | 0.39 | 0.02 |
BMI | 0.38 | 0.02 | 0.45 | 0.006 |
Average Modified Ashworth Scale | −0.30 | 0.07 | −0.35 | 0.03 |
Spasticity Index | −0.37 | 0.03 | −0.47 | 0.004 |
Total Steps | 0.33 | 0.07 | 0.44 | 0.01 |
Step Rate | 0.33 | 0.07 | 0.39 | 0.03 |
Total Activity | 0.34 | 0.05 | 0.47 | 0.006 |
Activity Rate | 0.36 | 0.04 | 0.43 | 0.01 |
Percentage of Total Sedentary Time | −0.43 | 0.02 | −0.42 | 0.02 |
Percentage of Total Time in Light Activities | 0.38 | 0.04 | 0.34 | 0.06 |
Percentage of Total Time in Moderate Activities | 0.38 | 0.03 | 0.39 | 0.03 |
Percentage of Total Time in Vigorous Activities | 0.06 | 0.74 | 0.14 | 0.45 |
Hand Grip Strength | 0.26 | 0.13 | 0.36 | 0.04 |
Percentage of Estimated Daily Calcium Intake | −0.12 | 0.50 | −0.20 | 0.27 |
Independent Variables | Total Z-Score | Subtotal Z-Score | ||
---|---|---|---|---|
r | p | r | p | |
Gender | −0.08 | 0.65 | 0.04 | 0.83 |
Hand Dominance | 0.25 | 0.15 | 0.11 | 0.53 |
Type of Tonal Abnormality | −0.09 | 0.61 | −0.02 | 0.91 |
Gross Motor Functional Classification System | −0.29 | 0.09 | −0.45 | 0.007 |
Distribution of Paralysis | −0.29 | 0.09 | −0.43 | 0.009 |
Ambulation Capacity | −0.42 | 0.01 | −0.60 | ˂0.001 |
Independent Variables | Total Z-Score | ||||||||
---|---|---|---|---|---|---|---|---|---|
B | SEB | β | t | Sig | R | R2 | Adjusted R2 | Durbin Watson | |
Model Summary | 4.13 | 2.14 | - | 1.93 | 0.06 | 0.63 | 0.40 | 0.33 | 2.18 |
Weight | 0.07 | 0.02 | 1.02 | 3.37 | 0.002 | - | - | - | - |
Percentage of Total Sedentary Time | −0.05 | 0.02 | −0.47 | −3.04 | 0.005 | - | - | - | - |
Height | −0.04 | 0.02 | −0.72 | −2.40 | 0.02 | - | - | - | - |
Subtotal Z-Score | |||||||||
Model Summary | −1.9 | 0.21 | - | −8.94 | ˂0.001 | 0.50 | 0.25 | 0.22 | 1.81 |
No Walking | −1.50 | 0.48 | −0.50 | −3.11 | 0.004 |
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Aljishi, A.A.; Al-Omari, M.A.; Al Safar, A.H.; AlHazzaa, S.A.; Ibrahim, A.I. Bone Mineral Density in Children with Cerebral Palsy: Associations with Anthropometric and Clinical Characteristics—A Cross-Sectional Study. Children 2025, 12, 894. https://doi.org/10.3390/children12070894
Aljishi AA, Al-Omari MA, Al Safar AH, AlHazzaa SA, Ibrahim AI. Bone Mineral Density in Children with Cerebral Palsy: Associations with Anthropometric and Clinical Characteristics—A Cross-Sectional Study. Children. 2025; 12(7):894. https://doi.org/10.3390/children12070894
Chicago/Turabian StyleAljishi, Aqeelah Abdulelah, Mohammed A. Al-Omari, Ayat H. Al Safar, Shahad A. AlHazzaa, and Alaa I. Ibrahim. 2025. "Bone Mineral Density in Children with Cerebral Palsy: Associations with Anthropometric and Clinical Characteristics—A Cross-Sectional Study" Children 12, no. 7: 894. https://doi.org/10.3390/children12070894
APA StyleAljishi, A. A., Al-Omari, M. A., Al Safar, A. H., AlHazzaa, S. A., & Ibrahim, A. I. (2025). Bone Mineral Density in Children with Cerebral Palsy: Associations with Anthropometric and Clinical Characteristics—A Cross-Sectional Study. Children, 12(7), 894. https://doi.org/10.3390/children12070894