Evidence map›Paper›PMID 42272994›Full record

ArticleJournal of pain research2026

Chronic Back Pain Increases Alzheimer's Disease Risk Independent of Gross Brain Structural Alterations: Genetic Evidence from Two Populations.

Frank F Huang, Yaomei Sun, Yuanzhi Hu, Jeremy R Chang, Zhixing Zhou, Daniel K Y Zheng, Chun Liang Hsu, Dino Samartzis, Jaro Karppinen, Fadi Mohammad Al Zoubi and 2 more

Abstract read
In one paragraph

Article in Journal of pain research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. The researcher is "not" an afterthought.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2026
    Article
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

12 authors.

Frank F HuangDepartment of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, SAR, People's Republic of China.ORCID 0000-0002-9195-7718
Yaomei SunClinical Medical College of Acupuncture, Moxibustion and Rehabilitation, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, People's Republic of China.
Yuanzhi HuSchool of Chinese Medicine, Hong Kong Baptist University, Hong Kong, SAR, People's Republic of China.
Jeremy R ChangDepartment of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, SAR, People's Republic of China.
Zhixing ZhouDepartment of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, SAR, People's Republic of China.
Daniel K Y ZhengDepartment of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, SAR, People's Republic of China.
Chun Liang HsuDepartment of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, SAR, People's Republic of China.
Dino SamartzisDepartment of Orthopedic Surgery, Rush University Medical Center, Chicago, IL, USA.
Jaro KarppinenMedical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland.
Fadi Mohammad Al ZoubiDepartment of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, SAR, People's Republic of China.ORCID 0000-0002-7950-8979
Siu Ngor FuDepartment of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, SAR, People's Republic of China.
Arnold Y L WongDepartment of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, SAR, People's Republic of China.ORCID 0000-0002-5911-5756

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Observational studies suggest chronic musculoskeletal pain (CMP) may be a risk factor for dementia, but confounding factors or reverse causation could obscure these findings. Additionally, whether brain structure imaging measurements mediate this relationship remains unclear. We aimed to investigate their causal association using Mendelian randomization (MR). Methods: Genetic instruments derived from genome-wide association studies were employed in a two-sample MR framework. Forward MR analysis examined the genetic effect of CMP on dementia, while reverse MR analysis evaluated the genetic effect of dementia on CMP to assess reverse causation. Primary causal estimates were obtained using the inverse-variance weighted method. Mediation analyses tested brain structural markers as potential mediators. Sensitivity analyses evaluated robustness and horizontal pleiotropy. Results: Primary inverse-variance weighted analysis suggested genetically predicted chronic back pain (CBP) is associated with an increased risk of Alzheimer's disease (AD) (Odds Ratio 2.287, 95% confidence interval: 1.338 to 3.909, Conclusion: Primary MR analyses support a directional association between genetically predicted CBP and increased AD risk. However, due to methodological constraints and wide confidence intervals, the large point estimate of the odds ratio should be interpreted with caution. Structural brain alterations do not appear to mediate this relationship. These findings highlight a potential causal pathway between CBP and AD, but require rigorous validation in independent, adequately powered cohorts before clinical inferences can be drawn.

Indexed as

brain structure imaging measurementschronic back painchronic musculoskeletal paindementiaepidemiologygenome-wide association studiesMendelian randomization

Identifiers

PMID42272994
PMCPMC13249046

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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.