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White matter alterations in Attention-Deficit/Hyperactivity Disorder (ADHD): a systematic review of 129 diffusion imaging studies with meta-analysis

Valeria Parlatini, Takashi Itahashi, Yeji Lee, Siwei Liu, Thuan Tinh Nguyen, Yuta Y. Aoki et al. · 2023 · 96 citationsRead the paper

Aberrant anatomical brain connections in attention-deficit/hyperactivity disorder (ADHD) are reported inconsistently across diffusion weighted imaging (DWI) studies. Based on a pre-registered protocol (Prospero: CRD42021259192), we searched PubMed, Ovid, and Web of Knowledge until 26/03/2022 to conduct a systematic review of DWI studies. We performed a quality assessment based on imaging acquisition, preprocessing, and analysis. Using signed differential mapping, we meta-analyzed a subset of the retrieved studies amenable to quantitative evidence synthesis, i.e., tract-based spatial statistics (TBSS) studies, in individuals of any age and, separately, in children, adults, and high-quality datasets. Finally, we conducted meta-regressions to test the effect of age, sex, and medication-naïvety. We included 129 studies (6739 ADHD participants and 6476 controls), of which 25 TBSS studies provided peak coordinates for case-control differences in fractional anisotropy (FA)(32 datasets) and 18 in mean diffusivity (MD)(23 datasets). The systematic review highlighted white matter alterations (especially reduced FA) in projection, commissural and association pathways of individuals with ADHD, which were associated with symptom severity and cognitive deficits. The meta-analysis showed a consistent reduced FA in the splenium and body of the corpus callosum, extending to the cingulum. Lower FA was related to older age, and case-control differences did not survive in the pediatric meta-analysis. About 68% of studies were of low quality, mainly due to acquisitions with non-isotropic voxels or lack of motion correction; and the sensitivity analysis in high-quality datasets yielded no significant results. Findings suggest prominent alterations in posterior interhemispheric connections subserving cognitive and motor functions affected in ADHD, although these might be influenced by non-optimal acquisition parameters/preprocessing. Absence of findings in children may be related to the late development of callosal fibers, which may enhance case-control differences in adulthood. Clinicodemographic and methodological differences were major barriers to consistency and comparability among studies, and should be addressed in future investigations.

What the full text shows

Shown in the lab
  • Consistent reduction of fractional anisotropy (FA) in the splenium and body of the corpus callosum, extending to the cingulum. (Meta-analysis of 32 TBSS datasets)
  • Reduced FA in the right splenium of the corpus callosum and anterior thalamic radiation (ATR). (Adult-specific meta-analysis)
  • Case-control differences in FA did not survive in the pediatric meta-analysis. (Pediatric sub-meta-analysis)
  • Lower FA was significantly related to older age. (Meta-regression across datasets)
  • High proportion of included studies were of low quality, primarily due to non-isotropic voxels or lack of motion correction. — 68% of studies (Quality assessment of 129 studies)
  • Sensitivity analysis of high-quality datasets yielded no significant results. (High-quality dataset subset)
Setup
129 studies comprising 6,739 ADHD participants and 6,476 controls; meta-analysis focused on 32 TBSS datasets.
How
Systematic review and meta-analysis of diffusion weighted imaging (DWI) studies using signed differential mapping (SDM) and tract-based spatial statistics (TBSS). Meta-regressions were performed to evaluate the effects of age, sex, and medication.
Limitations
68% of studies were low quality due to acquisition/preprocessing issues. · Coordinate-based approach used instead of original t-statistic maps. · Heterogeneity in sample sizes, clinicodemographic characteristics, and comorbidities. · Lack of data for other diffusion metrics like radial (RD) and axial (AD) diffusivity.

Summarized by Gemma 4 from the open-access full text · 13 Oct 2026. Read it