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Study reveals subtle neuroimaging differences after late preterm birth (opens in a new tab)
medicalxpress.com · 2026-10-16
Short answer
MixedMixed.
The claims we could check match the study, but some claims were not covered by the evidence reviewed.
- 3 supported
- 4 not covered
Checked against the study summary. The full text wasn't available, so some details couldn't be settled either way.
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The story
Study reveals subtle neuroimaging differences after late preterm birth
medicalxpress.com · 2026-10-16
The story’s checkable claims.
Read the original story (opens in a new tab)NewsLink checks it
Mixed
Every claim we could check holds up. Three of seven claims match the study. This overall rating is based only on the claims we could check. Four claims the study doesn't address.
- 3 supported
- 4 not covered
The source study
Neurodevelopment and brain maturation in late preterm children: insights from the adolescent brain cognitive development (ABCD) study
Evidence layer
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7 claims in this storyShowing all 7 claimsChoose a verdict to focus the list.
Claim 1 of 7Not coveredLate preterm birth is defined as delivery at 34–36 weeks of gestation, a period of rapid brain development, and previous studies have had mixed findings about its long-term effects.View evidenceHide evidence
Why this verdict
The abstract-level profile supports the late-preterm definition as 34–36 weeks and identifies the comparison with full-term birth. However, the profile does not verify the background assertions that this is a period of rapid brain development or that prior long-term-effect studies have been mixed. At abstract depth, those parts of the lead claim are not verifiable.
Study evidence
Longitudinal mixed-effects models found no broad differences between late preterm and full-term groups in behavioral and emotional problems during early adolescence.
“using data from the large U.S.-based Adolescent Brain Cognitive Development Study, with longitudinal mixed-effects models used as the primary analytic framework to evaluate group, timepoint, and group-by-timepoint effects”
Study evidence
Longitudinal models showed no broad differences between late preterm and full-term groups in cortical thickness.
“Outcomes included ... structural magnetic resonance imaging (MRI)”
Claim 2 of 7Not coveredUsing ABCD Study data, the researchers compared 1,093 late preterm children with 8,984 full-term children aged 9–11 years and examined behavior, cognition, structural MRI, DTI and resting-state fMRI.View evidenceHide evidence
As stated1,093 late preterm children; 8,984 full-term children
Why this verdict
The profile supports use of ABCD data, baseline ages 9–11, comparison of late-preterm and full-term groups, and assessment of behavior/emotion, cognition, structural MRI, DTI, and resting-state fMRI. But the exact sample counts of 1,093 late-preterm and 8,984 full-term children are not reported in the abstract-level profile; the profile explicitly notes that abstract-level reporting does not provide sample size.
Study evidence
Longitudinal mixed-effects models found no broad differences between late preterm and full-term groups in behavioral and emotional problems during early adolescence.
“using data from the large U.S.-based Adolescent Brain Cognitive Development Study, with longitudinal mixed-effects models used as the primary analytic framework to evaluate group, timepoint, and group-by-timepoint effects”
Study evidence
Longitudinal models showed no broad differences between late preterm and full-term groups in cortical thickness.
“Outcomes included ... structural magnetic resonance imaging (MRI)”
Claim 3 of 7Not coveredThe clearest differences emerged from DTI, with group effects and group-by-timepoint interactions across selected white matter, cortical and subcortical measures, including the inferior longitudinal fasciculus.View evidenceHide evidence
Why this verdict
The profile supports that DTI showed the most prominent findings, with group effects and selected group-by-timepoint interactions in FA or MD metrics across selected white-matter tracts and cortical/subcortical ROIs. However, the story’s specific example, 'including the inferior longitudinal fasciculus,' is not verifiable from the abstract-level profile, which states that specific tracts/ROIs are not reported.
Study evidence
Significant group effects in DTI metrics: selected white matter tract and cortical/subcortical ROI FA or MD differed between late preterm and full-term children.
“Outcomes included ... diffusion tensor imaging (DTI)”
Claim 4 of 7Not coveredThe article says the study’s observational design, substantial follow-up attrition, only two timepoints, and retrospective gestational-age reporting limit interpretation.View evidenceHide evidence
As statedtwo assessment timepoints
Why this verdict
The observational nature of the study is supported by the profile. However, substantial follow-up attrition, exactly two timepoints, and retrospective gestational-age reporting are not provided in the abstract-level profile. These limitations may be in the full paper, but they are not verifiable at the supplied evidence depth.
Study evidence
Longitudinal mixed-effects models found no broad differences between late preterm and full-term groups in behavioral and emotional problems during early adolescence.
“using data from the large U.S.-based Adolescent Brain Cognitive Development Study, with longitudinal mixed-effects models used as the primary analytic framework to evaluate group, timepoint, and group-by-timepoint effects”
Study evidence
Longitudinal models showed no broad differences between late preterm and full-term groups in cortical thickness.
“Outcomes included ... structural magnetic resonance imaging (MRI)”
Claim 5 of 7SupportedThe longitudinal analysis found no broad late preterm versus full-term differences in behavioral and emotional problems, most cognitive outcomes, cortical thickness, cortical surface area, or resting-state functional connectivity.View evidenceHide evidence
Why this verdict
The profile reports no broad late-preterm versus full-term differences or group-by-timepoint interactions for behavioral/emotional problems, most cognitive outcomes, cortical thickness, cortical surface area, and resting-state fMRI within-network connectivity. The story’s wording preserves the 'most cognitive outcomes' qualification.
Study evidence
Longitudinal mixed-effects models found no broad differences between late preterm and full-term groups in behavioral and emotional problems during early adolescence.
“using data from the large U.S.-based Adolescent Brain Cognitive Development Study, with longitudinal mixed-effects models used as the primary analytic framework to evaluate group, timepoint, and group-by-timepoint effects”
Study evidence
Longitudinal models showed no broad differences between late preterm and full-term groups in cortical thickness.
“Outcomes included ... structural magnetic resonance imaging (MRI)”
Claim 6 of 7SupportedStructural MRI showed group differences in six regional brain volumes, but these measures did not show significant timepoint or group-by-timepoint effects after false discovery rate correction.View evidenceHide evidence
As statedsix regional brain volumes
Why this verdict
The structural MRI unit reports group effects in six regional brain volumes and no significant timepoint or group-by-timepoint effects for those volumetric findings, with FDR correction applied within outcome families. The story’s claim matches the abstract-level profile, although the profile does not provide the specific regions, directions, or effect sizes.
Study evidence
Longitudinal models showed no broad differences between late preterm and full-term groups in cortical thickness.
“Outcomes included ... structural magnetic resonance imaging (MRI)”
Claim 7 of 7SupportedThe authors said the findings suggest late preterm birth may have subtle effects and may not necessarily appear as broad behavioral or cognitive difficulties, while imaging may reveal regional differences in maturation not evident in everyday functioning.View evidenceHide evidence
Why this verdict
The claim is hedged and interpretive, and it aligns with the profile: behavioral/emotional and most cognitive findings were broadly null, while neuroimaging—especially DTI and some regional structural volumes—showed subtle, regionally specific differences. The profile supports the interpretation that imaging may reveal selective developmental or maturational differences not reflected as broad behavioral or cognitive problems.
Study evidence
Longitudinal mixed-effects models found no broad differences between late preterm and full-term groups in behavioral and emotional problems during early adolescence.
“using data from the large U.S.-based Adolescent Brain Cognitive Development Study, with longitudinal mixed-effects models used as the primary analytic framework to evaluate group, timepoint, and group-by-timepoint effects”
Study evidence
Longitudinal models showed no broad differences between late preterm and full-term groups in cortical thickness.
“Outcomes included ... structural magnetic resonance imaging (MRI)”
Context layer
What the story carried across
Nothing material from the study was dropped.
8 things the story did carry across
- The paper is an observational secondary analysis of ABCD cohort participants categorized by gestational age, not a randomized or causal design.
- Participants were late preterm children, defined as 34–36 gestational weeks, compared with full-term children defined in the profile as ≥40 weeks, at baseline ages 9–11.
- Longitudinal mixed-effects models with group, timepoint, and group-by-timepoint effects were used, with FDR correction within predefined outcome families.
- Behavioral/emotional outcomes and most cognitive outcomes showed no broad late-preterm versus full-term differences or group-by-timepoint interactions.
- Structural MRI showed no broad cortical thickness or cortical surface area differences, but did show group effects in six regional brain volumes without significant timepoint or group-by-timepoint effects.
- DTI was the most prominent neuroimaging finding, with significant group effects and selected group-by-timepoint interactions in FA or MD metrics across selected white-matter tracts and cortical/subcortical ROIs.
- Resting-state fMRI within-network connectivity showed no broad group differences or group-by-timepoint interactions.
- The abstract-level profile does not verify the story-mentioned limitations of substantial follow-up attrition, exactly two timepoints, or retrospective gestational-age reporting.
Study layer
Study at a glance
Scan the study first. Expand only the parts you want to inspect.
Pieces of work
4
Evidence read
study summary
Lead result
secondary data
1Lead resultsecondary dataCompare late preterm vs full-term groups on longitudinal multimodal neuroimaging outcomes (structural MRI regional volumes/cortical morphometry, DTI microstructure, resting-state fMRI connectivity) in early adolescence within the ABCD cohort using mixed-effects models.Longitudinal observational secondary-data DTI analysisExpandCollapse
In plain English
Within the ABCD cohort, late preterm (34–36 weeks) versus full-term (≥40 weeks) children showed subtle, regionally specific differences in diffusion tensor imaging (DTI) metrics during early adolescence (baseline ages 9–11), with significant group effects in fractional anisotropy (FA) or mean diffusivity (MD) for selected white matter tracts and cortical/subcortical ROIs and significant group-by-timepoint interactions for selected DTI metrics, identified using longitudinal mixed-effects models with FDR correction within outcome families.
Key findings
- Significant group effects in DTI metrics: selected white matter tract and cortical/subcortical ROI FA or MD differed between late preterm and full-term children.
- Significant group-by-timepoint interactions in selected DTI metrics, indicating differential longitudinal change between late preterm and full-term groups for some DTI measures.
“Outcomes included ... diffusion tensor imaging (DTI)”
What this piece can’t prove
- Results are from secondary analysis of an observational cohort; abstract does not report potential confounder adjustment details.
2 further details could not be confirmed from the summary.
2secondary dataCompare late preterm (34–36 weeks) vs full-term birth groups on longitudinal behavioral/emotional and cognitive outcomes in early adolescence within the ABCD cohort using mixed-effects models.Longitudinal observational cohort comparison (secondary ABCD data)ExpandCollapse
In plain English
In an observational analysis of ABCD cohort participants (baseline ages 9–11), children categorized as late preterm (34–36 weeks) were compared with full-term (≥40 weeks) children on longitudinal behavioral/emotional problems and cognitive function using mixed-effects models (Type III tests) with FDR correction within outcome families. Longitudinal models found no broad group differences or group-by-timepoint interactions for behavioral/emotional problems and for most cognitive outcomes.
Key findings
- Longitudinal mixed-effects models found no broad differences between late preterm and full-term groups in behavioral and emotional problems during early adolescence.
- Longitudinal mixed-effects models found no broad differences or group-by-timepoint interactions for most cognitive outcomes comparing late preterm and full-term children.
“using data from the large U.S.-based Adolescent Brain Cognitive Development Study, with longitudinal mixed-effects models used as the primary analytic framework to evaluate group, timepoint, and group-by-timepoint effects”
What this piece can’t prove
- Observational secondary-data analysis; participants categorized by gestational age rather than randomly assigned.
3 further details could not be confirmed from the summary.
3secondary dataCompare late preterm vs full-term groups on longitudinal multimodal neuroimaging outcomes (structural MRI regional volumes/cortical morphometry, DTI microstructure, resting-state fMRI connectivity) in early adolescence within the ABCD cohort using mixed-effects models.Longitudinal mixed-effects secondary data analysisExpandCollapse
In plain English
Using ABCD cohort data (baseline age 9–11 years), longitudinal mixed-effects models compared late preterm (34–36 wks) versus full-term (≥40 wks) children on structural MRI morphometry (cortical thickness, cortical surface area) and regional brain volumes. The models found no broad LP–FT differences in cortical thickness or cortical surface area, and reported group effects in six regional brain volumes without significant timepoint or group×timepoint effects. False discovery rate correction was applied within predefined outcome families. The abstract does not report the specific regions, effect sizes, or details of MRI preprocessing and covariate adjustment.
Key findings
- Longitudinal models showed no broad differences between late preterm and full-term groups in cortical thickness.
- Longitudinal models showed no broad differences between late preterm and full-term groups in cortical surface area.
“Outcomes included ... structural magnetic resonance imaging (MRI)”
What this piece can’t prove
4 further details could not be confirmed from the summary.
4secondary dataCompare late preterm vs full-term groups on longitudinal multimodal neuroimaging outcomes (structural MRI regional volumes/cortical morphometry, DTI microstructure, resting-state fMRI connectivity) in early adolescence within the ABCD cohort using mixed-effects models.secondary data, longitudinal observational mixed-effects analysis (ABCD cohort)ExpandCollapse
In plain English
Within the ABCD cohort, the study evaluated resting-state functional MRI (rs-fMRI) within-network connectivity longitudinally to compare children born late preterm (34–36 weeks) versus full term (≥40 weeks). Using mixed-effects longitudinal models with Type III tests and FDR correction within outcome families, the abstract reports no broad group differences or group-by-timepoint interactions for rs-fMRI within-network connectivity during early adolescence.
Key findings
- No broad late preterm–full-term differences or group-by-timepoint interactions were observed in resting-state functional MRI within-network connectivity in early adolescence.
“Outcomes included ... resting-state functional MRI.”
What this piece can’t prove
- Abstract does not report sample size for the rs-fMRI analyses, participant retention across timepoints, or demographic covariates included in models.
- Abstract lacks details on rs-fMRI preprocessing, motion correction, denoising, and specific within-network definitions or parcellations used.
1 further detail could not be confirmed from the summary.
Method layer
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Open the paper in Tessa
Neurodevelopment and brain maturation in late preterm children: insights from the adolescent brain cognitive development (ABCD) study
Frontiers in pediatrics · 2026
Why this one
Near certain
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The selected paper, plus nearby candidates.
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