ArticleFrontiers in neurology2024
Estimation of cognitive impairment in chronic pain patients and characteristics of estimated mild cognitive impairment.
Article in Frontiers in neurology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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8 citing papers in PubMed, 8 citations in OpenAlex.
- Sexual dimorphism and photoperiodism in cognitive and neuronal ionic changes in scopolamine-induced cognitive impairment.Metabolic brain disease · 2026Article
- Association between body mass index and pain outcomes in elderly patients with chronic pain: A retrospective cohort study.Journal of anesthesia · 2026Article
- Unravelling the Connection Between Reduced Mobility and Mild Cognitive Impairment in Chronic Pain Patients Through Cluster Analysis.Advances in experimental medicine and biology · 2026Article
- Pain-side-specific alteration of structural networks in trigeminal neuralgia: a connectome analysis.Frontiers in neuroscience · 2026Article
- The Effect of Physical Pain on Depression and Resilience: A Cross-Sectional Study.Healthcare (Basel, Switzerland) · 2025Article
- Activities of daily living limitations in relation to the presence of pain in community-dwelling older adults.Scientific reports · 2025Article
- State-of-the-Art Personalized Therapy Approaches for Chronic Non-Specific Low Back Pain: Understanding the Mechanisms and Drivers.Pain and therapy · 2025Review
- Explainable machine learning models for identifying mild cognitive impairment in older patients with chronic pain.BMC nursing · 2025Article
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Authors and funding
4 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Patients with chronic pain suffer from psychological effects such as anxiety due to the pain itself. Pain can not only impair activities of daily living (ADL) and quality of life (QOL), but also impair cognitive function. Therefore, in this study, we aimed to estimate the cognitive function of chronic pain patients using a deep neural network (DNN) model that has already been implemented in society. We investigated the characteristics of patients presumed to have mild cognitive impairment (MCI) and, at the same time, verified the relationship with the questionnaire commonly used in chronic pain research, which is administered by 43 university affiliated hospitals and medical institutions participating in the chronic pain research group of the Ministry of Health, Labor and Welfare in Japan (assessment batteries). Method: The study included 114 outpatients from a multidisciplinary pain clinic, and we estimated their Mini-Mental State Examination (MMSE) scores based on age and basic blood test data (23 items). Furthermore, we classified the estimated MMSE scores of chronic pain patients into two groups based on a cutoff score of 27, which indicates MCI, and compared the blood data and assessment batteries. Additionally, we used a control group of 252 healthy adults aged 45 years or older who visited a dementia prevention outpatient clinic for comparison with the MMSE scores of chronic pain patients. Result: The MMSE scores in chronic pain patients were below the cutoff for MCI. When classified into two groups based on the estimated MMSE score of 27 points, WBC, RBC, Hb, Hct, PLT, UA, BUN, creatinine, Triglyceride, and γ-GT were significantly higher in the blood data. In the MCI group, PDAS values were significantly lower. Furthermore, only in the non-MCI group, a significant correlation was found between the estimated MMSE value and BPI, PDAS, and Locomo. The estimated MMSE scores were significantly lower in chronic pain patients than in healthy adults ( Conclusion: Patients with chronic pain may exhibit cognitive impairment due to systemic metabolic disturbances. This suggests that chronic pain affects activities of daily living, resulting in systemic metabolic disorders.
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