Evidence map›Paper›PMID 42335079›Full record

ArticlePloS one2026

Bidirectional associations between mental health conditions and cognitive impairment in patients with pain conditions of the back, neck, and spine: A population-based study.

Mohammad Alipour-Vaezi, Jyoti Savla, Margaret R Rukstalis, Daniel B Rukstalis, Kwok-Leung Tsui, Donald B Penzien, Robert S McNamara, Huaiyang Zhong

Abstract read
In one paragraph

Article in PloS one, 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

8 authors.

Mohammad Alipour-VaeziGrado Department of Industrial & Systems Engineering, Virginia Tech, Blacksburg, Virginia, United States of America.ORCID https://orcid.org/0000-0002-7529-1848
Jyoti SavlaDepartment of Human Development and Family Science, Virginia Tech, Blacksburg, Virginia, United States of America.
Margaret R RukstalisDepartment of Psychiatry and Behavioral Medicine, Virginia Tech Carilion School of Medicine, Roanoke, Virginia, United States of America.
Daniel B RukstalisDepartment of Surgery, Virginia Tech Carilion School of Medicine, Roanoke, Virginia, United States of America.
Kwok-Leung TsuiGrado Department of Industrial & Systems Engineering, Virginia Tech, Blacksburg, Virginia, United States of America.
Donald B PenzienDepartments of Psychiatry and Behavioral Medicine, Neurology, & Epidemiology and Prevention, Wake Forest University School of Medicine, Winston Salem, North Carolina, United States of America.
Robert S McNamaraDepartment of Psychiatry and Behavioral Medicine, Virginia Tech Carilion School of Medicine, Roanoke, Virginia, United States of America.
Huaiyang ZhongGrado Department of Industrial & Systems Engineering, Virginia Tech, Blacksburg, Virginia, United States of America.ORCID https://orcid.org/0000-0002-2902-1644

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPain conditions (PCs) of the back, neck, and spine are frequently accompanied by psychiatric and cognitive comorbidities in older adults. However, the directionality and magnitude of the associations between psychiatric disorders and cognitive impairment in this population remain insufficiently characterized.

objectiveThis population-based study examines the bidirectional relationship between Mental Health Conditions (MHCs) and Cognitive Impairment (CI) among patients with back, neck, and spine pain. It assesses whether MHCs-including depression, Bipolar Disorder (BD), Generalized Anxiety Disorder (GAD), Post-Traumatic Stress Disorder (PTSD), Panic Disorder (PaD), Persistent Mood Disorder (PMD), Suicidal Behavior (SB), Schizophrenia (SCZ), and Substance Use Disorder (SUD)-are associated with subsequent incident CI, and conversely, whether prior CI is associated with subsequent incident MHCs.

methodsData were drawn from the TriNetX US Collaborative Network (2016/01/01-2021/12/31), comprising over 119 million patients. Cohorts of patients with PCs were defined using ICD-10 codes. Propensity score matching was applied to balance demographics and comorbidities. Kaplan-Meier survival analysis assessed risks over a three-year follow-up.

resultsA bidirectional association was observed between MHCs and CI. PC Patients with MHCs had a higher three-year risk for CI, with the largest risk ratios (RR) observed for SCZ (RR: 4.594; 95% Confidence Interval [3.974, 5.312]) and BD (RR: 3.761[3.247, 4.356]). Other MHCs, including depression, PMD, GAD, PTSD, PaD, and SUD, were also associated with higher CI risk. Conversely, patients with pre-existing CI exhibited a higher three-year risk for subsequent MHCs, particularly BD (RR: 4.818 [3.045, 7.624]), SCZ (RR: 3.398 [2.874, 4.017]) and SB (RR: 1.913 [1.340, 2.732]).

conclusionOur findings indicate a bidirectional relationship between MHCs and CI among older adults with documented back, neck, and spine pain. Integrated screening and coordinated multidisciplinary care may help identify psychiatric and cognitive comorbidities earlier and support more comprehensive management of this medically complex population.

Indexed as

Back PainCognitive DysfunctionMental DisordersNeck PainAgedComorbidityFemaleGeneralized Anxiety DisorderHumansMaleMental HealthMiddle Aged

Identifiers

PMID42335079
PMCPMC13289910

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.