Evidence map›Paper›PMID 34347052›Full record

ArticleCerebral cortex (New York, N.Y. : 1991)2021

Functional Connectivity in Infancy and Toddlerhood Predicts Long-Term Language and Preliteracy Outcomes.

Xi Yu, Silvina L Ferradal, Danielle D Sliva, Jade Dunstan, Clarisa Carruthers, Joseph Sanfilippo, Jennifer Zuk, Lilla Zöllei, Emma Boyd, Borjan Gagoski and 3 more

Abstract read
In one paragraph

Article in Cerebral cortex (New York, N.Y. : 1991), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

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

Who cites it

21 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  8. Review
  9. Longitudinal trajectories of brain development from infancy to school age and their relationship with literacy development.Proceedings of the National Academy of Sciences of the United States of America · 2025
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  19. The Role of Visual Experience in Individual Differences of Brain Connectivity.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2022
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Xi YuState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing 100875, China.ORCID 0000-0003-0818-1451
Silvina L FerradalDepartment of Intelligent Systems Engineering, Indiana University, Bloomington, IN 47408, USA.
Danielle D SlivaLaboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, Boston, MA 02115, USA.
Jade DunstanLaboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, Boston, MA 02115, USA.
Clarisa CarruthersLaboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, Boston, MA 02115, USA.
Joseph SanfilippoLaboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, Boston, MA 02115, USA.
Jennifer ZukLaboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, Boston, MA 02115, USA.
Lilla ZölleiA.A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA 02129, USA.
Emma BoydA.A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA 02129, USA.
Borjan GagoskiHarvard Medical School, Boston, MA 02115, USA.
Yangming OuHarvard Medical School, Boston, MA 02115, USA.ORCID 0000-0002-7726-6208
P Ellen GrantHarvard Medical School, Boston, MA 02115, USA.
Nadine GaabLaboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children's Hospital, Boston, MA 02115, USA.

Funding

Longitudinal Study of childhood fMRI markers prior to reading onsetR01HD065762 · NICHD · BOSTON CHILDREN'S HOSPITAL · PI GAAB, NADINE, GRANT, PATRICIA ELLEN · 2011 to 2021
$6.3M
Examining distinct and shared mechanisms underlying arithmetic and reading development through behavioral and neural measures: alongitudinal investigationR01HD103358 · NICHD · HARVARD UNIVERSITY · PI GAAB, NADINE · 2021 to 2025
$3.4M
Using Cognitive Neuroscience to Predict Dyslexia among Kindergarden ChildrenR01HD067312 · NICHD · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI GAAB, NADINE, GABRIELI, JOHN · 2011 to 2015
$3.1M
NICHD NIH HHS R01 HD065762NICHD NIH HHS R01 HD067312NICHD NIH HHS R01 HD103358
6 · The paper itself

Abstract

Functional connectivity (FC) techniques can delineate brain organization as early as infancy, enabling the characterization of early brain characteristics associated with subsequent behavioral outcomes. Previous studies have identified specific functional networks in infant brains that underlie cognitive abilities and pathophysiology subsequently observed in toddlers and preschoolers. However, it is unknown whether and how functional networks emerging within the first 18 months of life contribute to the development of higher order, complex functions of language/literacy at school-age. This 5-year longitudinal imaging project starting in infancy, utilized resting-state functional magnetic resonance imaging and demonstrated prospective associations between FC in infants/toddlers and subsequent language and foundational literacy skills at 6.5 years old. These longitudinal associations were shown independently of key environmental influences and further present in a subsample of infant imaging data (≤12 months), suggesting early emerged functional networks specifically linked to high-order language and preliteracy skills. Moreover, emergent language skills in infancy and toddlerhood contributed to the prospective associations, implicating a role of early linguistic experiences in shaping the FC correlates of long-term oral language skills. The current results highlight the importance of functional organization established in infancy and toddlerhood as a neural scaffold underlying the learning process of complex cognitive functions.

Indexed as

functional connectivityinfantlanguageliteracylongitudinal

Identifiers

PMID34347052
PMCPMC10847903

What OpenQuestion holds

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LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.