Evidence mapPaperPMID 41966601Full record

ArticleThe journal of prevention of Alzheimer's disease2026

Comparative effects of some pharmacological and non-pharmacological interventions on cognitive function in Alzheimer's disease: A Bayesian network meta-analysis.

Yuning Zhao, Guangxin Luo, Can Huang, Zhenyang Chen, Yu Wei, Qiaosen Chen, Fang Wang, Yong Gan, Xiaoxv Yin

Abstract readNetwork Meta-AnalysisComparative Study
In one paragraph

Article in The journal of prevention of Alzheimer's disease, 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

9 authors.

Yuning ZhaoSchool of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Guangxin LuoSchool of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Can HuangSchool of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Zhenyang ChenSchool of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Yu WeiSchool of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Qiaosen ChenDivision of Cardiology, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden.
Fang WangDepartment of Psychology, The Fourth People's Hospital of Wuhu, Wuhu, China.
Yong GanSchool of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China. Electronic address: scswj2008@163.com.
Xiaoxv YinSchool of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China. Electronic address: yxx@hust.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundGiven the growing global public health burden of Alzheimer's disease, this study used the Bayesian network meta-analysis to assess the effects of pharmacological and non-pharmacological interventions on cognitive function in the population with Alzheimer's disease.

methodsTwo investigators screened the literature from English databases (PubMed, MEDLINE, Embase, Cochrane CENTRAL, and Web of Science) and three major Chinese bibliographical databases (China National Knowledge Infrastructure Database, Wanfang Database, and VIP Database). We assessed the risk of bias and publication bias of the selected literature. Subsequently, a Bayesian network meta-analysis and meta-regression were conducted to further investigate the comparative efficacy of different interventions on cognitive outcomes.

resultsA total of 4788 cases were initially identified. Photobiomodulation [SMD=0.66, 95%CrI (0.29, 1.02)], enriching environment [SMD=0.69, 95%CrI (0.08, 1.31)], pharmacological therapy [SMD=0.36, 95%CrI (0.17, 0.55)], cognitive stimulation therapy [SMD=0.32, 95%CrI (0.11, 0.55)] and exercise therapy [SMD=0.28, 95%CrI (0.06, 0.51)] showed considerable enhancements in cognitive function among individuals with Alzheimer's disease. Photobiomodulation and enriching environment stood out, with their effects more potent than those of other therapies, as indicated by the surface under the cumulative ranking curve - photobiomodulation clocked in at 87.3%, while enriching environment scored 83.8%, versus pharmacological therapy's 54.7%.

conclusionsAmong the interventions evaluated, photobiomodulation and enriching environment were associated with better improvements in cognitive function than pharmacological therapy. Exercise therapy and cognitive stimulation therapy also demonstrated beneficial effects. Music therapy showed no statistical difference from the control group. In addition, the research developed an innovative approach to contrast pharmacological and non-pharmacological treatments for Alzheimer's disease. REGISTRATION: PROSPERO 2025 CRD420251075628. Available from https://www.crd.york.ac.uk/PROSPERO/view/CRD420251075628.

Indexed as

Alzheimer DiseaseCognitionBayes TheoremCognitive Behavioral TherapyCognitive EnhancementCognitive TrainingHumansAlzheimer’s disease(1)Bayesian network meta-analysis(5)Cognition(2)Non-pharmacological intervention(3)Pharmacological intervention(4)

Identifiers

PMID41966601
PMCPMC13092016

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.