Evidence map›Paper›PMID 42693230›Full record

ArticlePediatric research2026

Early development of cortical networks is modulated by Family Nurture Intervention: a multicenter replication study.

Pauliina Yrjölä, Michael M Myers, Robert J Ludwig, Martha G Welch, Sampsa Vanhatalo, Anton Tokariev

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Article in Pediatric research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Pauliina YrjöläBABA Center, Department of Physiology, University of Helsinki, Helsinki, Finland. pauliina.yrjola@helsinki.fi.ORCID http://orcid.org/0000-0002-5162-4134
Michael M MyersColumbia University Vagelos College of Physicians and Surgeons, Departments of Psychiatry and Pediatrics, New York, NY, USA.ORCID http://orcid.org/0000-0001-6600-9655
Robert J LudwigColumbia University Vagelos College of Physicians and Surgeons, Departments of Psychiatry and Pediatrics, New York, NY, USA.ORCID http://orcid.org/0000-0002-8590-1355
Martha G WelchColumbia University Vagelos College of Physicians and Surgeons, Departments of Psychiatry and Pediatrics, New York, NY, USA.ORCID http://orcid.org/0000-0001-6129-8240
Sampsa VanhataloBABA Center, Department of Physiology, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0002-9771-7061
Anton TokarievEarly Brain Activity, Systems and Health Group, Department of Physiology, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0002-1202-9981

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPrematurity is associated with a high risk of abnormal neurodevelopment, inflicting life-long neurocognitive consequences with major public health importance. This calls for early biomarkers of functional brain development to serve as indicators of the effect of environmental enrichment in neonatal intensive care units (NICU).

methodsHere, we studied whether the previously found functional brain network effects of Family Nurture Intervention (FNI) are replicated in an independent trial, and when these effects arise in early brain development. We compared networks in infants following FNI treatment to infants receiving standard NICU care (SC) and to term-born healthy controls (HC).

resultsWe found that the prior network results, i.e. decrease in the strength of phase-based networks of FNI infants, replicated fully within the same site and partially at an external validation site. Moreover, longitudinal tracking of cortical networks disclosed an early divergence of trajectories between FNI and SC groups during the preterm period, resulting in no detectable difference in the functional networks of FNI and HC infants at term age, while the corresponding networks of SC infants showed significant difference.

conclusionThe findings together support the idea that FNI may modulate early developmental trajectories of cortical networks and mitigate effects of prematurity. IMPACT: Previously reported brain network effects of Family Nurture Intervention (FNI) replicated fully in an independent trial within the same site and partially at an external validation site. Developmental analysis revealed that FNI lead infants to a different trajectory of brain development compared to infants receiving standard care, resulting in no detectable difference in their functional networks compared to healthy term-born counterparts at term age. The findings together support the idea that FNI may modulate early developmental trajectories of cortical networks and mitigate the effects of prematurity. FNI provides an accessible and cost-effective intervention with potentially substantial global impact.

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.