Evidence map›Paper›PMID 41577919›Full record

ArticleAdvances in experimental medicine and biology2026

Unravelling the Connection Between Reduced Mobility and Mild Cognitive Impairment in Chronic Pain Patients Through Cluster Analysis.

Masamichi Moriya, Masaki Kitahara, Kenji Karako, Kaoru Sakatani

Abstract read
PubMed Publisher
In one paragraph

Article in Advances in experimental medicine and biology, 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

4 authors.

Masamichi MoriyaDepartment of Physiology, Showa University School of Medicine, Shinagawa, Japan.
Masaki KitaharaDepartment of Anesthesiology, Yokohama City University Medical Center, Kanagawa, Japan.
Kenji KarakoDepartment of Human and Engineered Environmental Studies Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan.
Kaoru SakataniDepartment of Human and Engineered Environmental Studies Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cognitive impairment has been closely associated with systemic metabolic disorders, such as oxygen and energy metabolism disorders. We used deep learning to estimate the risk of mild cognitive impairment (MCI) in outpatients with pain (pain group) and those without pain (non-pain control group) from general blood test data reflecting systemic metabolic disorders. Univariate analysis was performed on blood test data from both groups to calculate the estimated Mini-Mental State Examination (MMSE) scores. Additionally, principal component analysis was conducted on data obtained from eight assessment batteries, comprising 12 items commonly used by Japanese pain treatment institutions. Cluster analysis was also performed using Ward's method on seven components with cumulative proportions exceeding 90%. Our results showed that patients suffering from pain had significantly lower estimated MMSE scores than controls, despite no significant age differences. Patients suffering from pain had significantly higher white blood cell, triglyceride, glucose, and potassium values and significantly lower red blood cell, hemoglobin (Hgb), and uric acid values. Notably, Hgb values were significantly lower only in men, with no significant differences in women. Cluster analysis of the assessment battery data revealed five distinct clusters (Euclidean distance: 10.14%). The average MMSE score of the cluster with an extremely low value for the first component was 27.1, whereas the scores for the other clusters fell below the MCI cutoff. The first component primarily reflects mobility, suggesting that patients suffering from pain with reduced mobility are at increased risk of mild dementia. This finding indicates that impaired mobility due to pain can promote systemic metabolic disorders, subsequently increasing the risk of MCI.

Indexed as

Chronic PainCognitive DysfunctionMobility LimitationAgedCluster AnalysisClustering AlgorithmsDeep LearningFemaleHumansMaleMental Status and Dementia TestsMiddle AgedPrincipal Component AnalysisChronic painDeep learningMetabolic disordersMini-Mental State ExaminationPhysiotherapy

Identifiers

What OpenQuestion holds

Textmetadata
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.