Evidence map›Paper›PMID 41809717›Full record

ReviewPsychology research and behavior management2026

Adolescent Insomnia Disorder - Problematic Internet Use Nexus: A Convergent Developmental Trajectory - Bridging Neuroimaging Biomarkers, Molecular Susceptibility, and Environmental-Neurocognitive Cascades.

Zixuan Zeng, Jiajun Jiang, Min Wang, Yi Huang, Michael Maes, Jing Li

Abstract readReview
In one paragraph

Review in Psychology research and behavior management, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Zixuan ZengSichuan Provincial Center for Mental Health, Sichuan Provincial People`s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 610072, People's Republic of China.
Jiajun JiangDepartment of Psychiatry, The School of Psychiatry, North Sichuan Medical College, Nanchong, Sichuan, 637000, People's Republic of China.
Min WangDepartment of Psychiatry, The School of Psychiatry, North Sichuan Medical College, Nanchong, Sichuan, 637000, People's Republic of China.
Yi HuangDepartment of Psychiatry, The School of Psychiatry, North Sichuan Medical College, Nanchong, Sichuan, 637000, People's Republic of China.
Michael MaesSichuan Provincial Center for Mental Health, Sichuan Provincial People`s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 610072, People's Republic of China.
Jing LiSichuan Provincial Center for Mental Health, Sichuan Provincial People`s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 610072, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Adolescent Insomnia Disorder (ID) and Problematic Internet Use (PIU) represent a pressing global public health challenge, frequently co-occurring and synergistically impacting mental and physical well-being. Despite their high comorbidity, a comprehensive integrative model elucidating their shared pathophysiology is lacking. This review is the first to propose a Convergent Developmental Trajectory Model, which posits that ID and PIU in adolescents are sustained by a self-reinforcing cycle driven by the dynamic interplay of three core components: (a) a shared biological vulnerability stemming from adolescent-specific neurodevelopment and molecular genetics; (b) common environmental triggers, such as academic stress and adverse childhood experiences; and (c) neurocognitive reinforcement through impaired inhibitory control and dysregulated reward processing. We synthesize converging evidence from neuroimaging, molecular studies, and environmental psychology to demonstrate how these components interact within the adolescent developmental context to perpetuate a vicious cycle. The model underscores that effective interventions must target these shared pathways, for instance, by developing transdiagnostic Cognitive Behavioral Therapy (CBT) protocols specifically designed for ID-PIU comorbidity. Future research should prioritize longitudinal neurodevelopmental studies and multi-omics profiling to enable early risk stratification and personalized approaches. Addressing this complex issue requires interdisciplinary collaboration to formulate precision therapies and evidence-based public health policies.

Indexed as

adolescentcomorbiditydevelopmental modelinsomnia disorderproblematic internet use

Identifiers

PMID41809717
PMCPMC12968813

What OpenQuestion holds

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Registered trials

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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.