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Enhanced Data Analysis Using an Effect Size Model

Paul G. Lesnik, MS; Kristina T. Ciesielski, PhD; Blaine L. Hart, MD; Edward C. Benzel, MD; John A. Sanders, PhD

Arch Neurol. 1998;55:1561-1568.

Background  Following brain insult in early childhood, the later maturing neocerebellum and frontal lobes frequently show abnormalities.

Objective  To investigate the morphologic characteristics and function of a proposed cerebellar-frontal subsystem in children treated for acute lymphoblastic leukemia (ALL) with intrathecal methotrexate using quantitative magnetic resonance imaging, neuropsychological measures, nonlinear multiple regression analysis, and a statistical effect size model that augments interpretive validity of nonsignificant statistical findings, particularly from small sample size studies.

Design  Comparison and relationship of magnetic resonance imaging morphometry of cerebellar lobuli I-V and VI-VII and prefrontal cortices, and performance on 5 neuropsychological tests assessing visual-spatial attention, short-term memory, and visuomotor organization and coordination between childhood survivors of ALL and a matched control group.

Participants  Ten childhood survivors of ALL treated between 1982 and 1989 with standard 3-year intrathecal chemotherapy, and matched control subjects.

Main Outcome Measures  Morphometric results of cerebellar lobuli I-V and VI-VII and prefrontal cortices, and results of Trail-Making Tests, Rey-Osterreith Complex Figure Test, WISC-III Coding.

Results  Significant effect size model values for outcome measures in the ALL group support deficits in lobuli VI-VII and prefrontal cortices, and neuropsychological performance. Multiple regression analysis results were consistent with hypothesized involvement of a cerebellar-frontal brain subsystem.

Conclusion  Treatment of children with ALL with intrathecal methotrexate before 5 years of age has structural and functional effects on the developing neocerebellar-frontal subsystem.

From the Clinical Neuroscience Laboratory, Department of Psychology (Mr Lesnik and Dr Ciesielski), Department of Radiology, Health Sciences Center (Dr Hart), and Department of Neurosurgery, Health Sciences Center (Dr Benzel), The University of New Mexico, Albuquerque; and Neuroimaging Section, Albuquerque Veterans Affairs Medical Center (Dr Sanders).

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