Evidence mapPaperPMID 42275571Full record

Trial reportJMIR mHealth and uHealth2026

WeChat-Delivered Mobile Medical Nutrition Therapy Intervention in Gestational Diabetes Mellitus: Randomized Controlled Trial.

XiaoRong Wang, MiaoMiao Bian, Fang Li, Chang Zhou, LiNing Mu

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in JMIR mHealth and uHealth, 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

5 authors.

XiaoRong WangCommunity Healthcare Center, Jinan Central Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China.ORCID http://orcid.org/0000-0003-1123-9415
MiaoMiao BianCardiovascular Department, Jinan Central Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China.ORCID http://orcid.org/0000-0002-4915-3476
Fang LiGraduate School, Shandong First Medical University, Jinan, Shandong, China.ORCID http://orcid.org/0009-0003-2367-2547
Chang ZhouSchool of Nursing and Rehablitation, Shandong University, Jinan, Shandong, China.ORCID http://orcid.org/0009-0005-0663-4893
LiNing MuDiabetes Nursing Specialist Clinic, Jinan Central Hospital Affiliated to Shandong First Medical University, 105 Jiefang Road, Lixia District, Jinan, Shandong, 250013, China, 86 15318816507.ORCID http://orcid.org/0000-0003-2259-9934

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Medical nutrition therapy (MNT) serves as the foundational intervention in the clinical management of gestational diabetes mellitus (GDM) management. However, inadequate supportive care often hinders patients' ability to sustain dietary modifications and self-management behaviors, particularly for complex regimens. Flexible online interventions are thus gaining interest as adjuncts to clinical care, with the potential to improve the outcomes of GDM self-management. Objective: This study sought to evaluate the benefits of WeChat-delivered medical nutrition therapy (WeMNT), a WeChat-delivered MNT intervention, for patients with GDM. Methods: A parallel-group, single-blind randomized controlled trial (with outcome assessor blinding) was implemented at a university hospital's obstetric clinic. Eligible participants were those with a 24- to 28-week singleton pregnancy, a GDM diagnosis confirmed by the 75 g oral glucose tolerance test, no requirement for insulin therapy, and the ability to use a smartphone and WeChat, as well as to communicate in Chinese. Participants were randomized 1:1 to the intervention (n=47, 50%) or control group (n=47, 50%) using a random number table. The WeMNT intervention was designed per the behavior change wheel framework: (1) analyze capability-, opportunity-, and motivation-based barriers related to MNT adherence; (2) formulate targeted intervention functions; and (3) select evidence-based behavior change techniques. Three WeChat mini-programs served as the core delivery platform to implement the multifaceted intervention functions. The primary outcomes measured in this study included fasting blood glucose, 2-hour postprandial glucose (2hPG), hemoglobin A1c (HbA1c), and gestational weight gain (GWG). The secondary outcomes assessed included obstetric complications and neonatal parameters. Intention-to-treat analysis using adjusted generalized linear mixed models was conducted to evaluate the effects of the intervention. Results: From March 2023 to October 2023, a total of 94 participants were enrolled in this study. Among the participants, 88 (93.62%) individuals (mean age 32.18, SD 5.04 years) successfully completed the study, 44 (46.81%) in the intervention group and 44 (46.81%) in the control group. Approximately 68.18% (30/44) of the participants in the intervention group demonstrated sustained adherence, as expected, adhered to the diet plan ≥60% of the days. Compared with the control group, the intervention group showed a significantly greater decrease in GWG over time (group×time interaction: β=-1.96, 95% CI -3.58 to -0.34; P=.02), with no significant effects on fasting blood glucose. Conversely, significant decreases in 2hPG (β=-0.12, 95% CI -0.19 to -0.04; P<.001) and HbA1c (β=-0.49, 95% CI -0.74 to -0.23; P<.001) were noted in the intervention group. No unexpected maternal adverse events occurred, and no significant effects on other health outcomes were detected. Conclusions: As a WeChat-delivered, behavior change wheel-informed intervention, WeMNT successfully reduced 2hPG, HbA1c, and GWG in GDM management. Its integrated self-management model yields robust evidence, validating this patient-centered tool as a viable option for clinical adoption.

Indexed as

Diabetes, GestationalMobile ApplicationsNutrition TherapyAdherence InterventionsAdultChinaFemaleHumansPregnancySingle-Blind MethodTelemedicinebehavior change techniquesgestational diabetes mellitusgestational weight gainmedical nutrition therapymHealthmobile health

Identifiers

PMID42275571
PMCPMC13257780

What Socratic 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 Socratic graph.