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Medina S, Forero CG, Sanabria‐Mazo JP, Rodríguez‐Freire C, Navarrete J, O'Daly OG, Howard MA, Luciano JV. Baseline Functional Connectivity of the Mesolimbic, Salience, and Sensorimotor Systems Predicts Responses to Psychological Therapies for Chronic Low Back Pain With Comorbid Depression: A Functional MRI Study. Brain Behav 2025; 15:e70380. [PMID: 40022281 PMCID: PMC11870833 DOI: 10.1002/brb3.70380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/03/2025] Open
Abstract
INTRODUCTION Chronic low back pain (CLBP) is a prevalent and debilitating condition. Cognitive behavioral therapy (CBT) can improve coping mechanisms for CLBP and pain-related outcomes. However, the mechanisms by which they do so remain undetermined. We explored the neural correlates of CLBP symptoms and CBT action using functional magnetic resonance imaging (fMRI) in women with CLBP and comorbid depression. METHODS Forty individuals underwent fMRI followed by 8 weeks of either treatment as usual (TAU) or one of two CBT in addition to TAU: acceptance and commitment therapy (ACT) or behavioral activation treatment for depression (BATD). Pain intensity, depression, psychological inflexibility, and pain catastrophizing scores were obtained at baseline and follow-up. Functional connectivity (FC) patterns of the salience network (SN), sensorimotor network (SMN), and the mesolimbic pathway (MLP), derived from resting-state fMRI examination were correlated with both baseline and delta (baseline-follow-up) pain-related psychological measures. RESULTS Individuals receiving ACT and BATD showed reduced depression, psychological inflexibility, and pain catastrophizing. Strong baseline connectivity of the SN and SMN corresponded with higher pain intensity, but strong connectivity of the MLP and precuneus corresponded with lower pain intensity. Pain intensity changes correlated with mesolimbic-salience connectivity following ACT, and with sensorimotor connectivity following BATD. Specifically, stronger baseline FC between the MLP and posterior insula predicted greater pain intensity reduction with ACT, while stronger FC between the SMN and secondary somatosensory cortex predicted greater pain intensity reduction with BATD. FC of the SN correlated with changes in psychological inflexibility across both therapies. CONCLUSIONS We illustrate the potential of FC as a biomarker of CLBP plus depression and the response to CBT. Our data suggest ACT and BATD have differing underlying brain mechanisms. These findings indicate that FC biomarkers could guide personalized treatment, improving individual outcomes.
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Affiliation(s)
- Sonia Medina
- Department of NeuroimagingKing's College LondonLondonUK
- Exeter Medical SchoolUniversity of ExeterExeterUK
| | - Carlos G. Forero
- School of MedicineUniversitat Internacional de CatalunyaSant Cugat del VallèsSpain
| | - Juan P. Sanabria‐Mazo
- Teaching, Research & Innovation UnitParc Sanitari Sant Joan de DéuSant Boi de LlobregatSpain
- CIBER of Epidemiology and Public Health (CIBERESP)MadridSpain
| | - Carla Rodríguez‐Freire
- Teaching, Research & Innovation UnitParc Sanitari Sant Joan de DéuSant Boi de LlobregatSpain
| | - Jaime Navarrete
- Teaching, Research & Innovation UnitParc Sanitari Sant Joan de DéuSant Boi de LlobregatSpain
- CIBER of Epidemiology and Public Health (CIBERESP)MadridSpain
| | | | | | - Juan V. Luciano
- Teaching, Research & Innovation UnitParc Sanitari Sant Joan de DéuSant Boi de LlobregatSpain
- CIBER of Epidemiology and Public Health (CIBERESP)MadridSpain
- Department of Clinical & Health PsychologyAutonomous University of BarcelonaBellaterraSpain
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Yisma E, Walsh S, Hillier S, Gillam M, Gray R, Jones M. Effect of behavioural activation for individuals with post-stroke depression: systematic review and meta-analysis. BJPsych Open 2024; 10:e134. [PMID: 39078076 PMCID: PMC11698145 DOI: 10.1192/bjo.2024.721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Accepted: 05/03/2024] [Indexed: 07/31/2024] Open
Abstract
BACKGROUND Previous research showed that behavioural activation is as effective as cognitive-behavioural therapy for general depression. However, it remains unclear if it leads to greater improvement in depressive symptoms when compared with standard treatment for post-stroke depression. AIMS To compare the effectiveness of behavioural activation against control conditions in reducing depression symptoms in individuals with post-stroke depression. METHOD This review searched five databases from inception until 13 July 2021 (updated 15 September 2023) for randomised controlled trials comparing behavioural activation and any control conditions for post-stroke depression. Risk of bias was assessed with the Cochrane Collaboration's Risk-of-Bias 2 tool. The primary outcome was improvement in depressive symptoms in individuals with post-stroke depression. We calculated a random-effects, inverse variance weighting meta-analysis. RESULTS Of 922 initial studies, five randomised controlled trials with 425 participants met the inclusion criteria. Meta-analysis showed that behavioural activation was associated with reduced depressive symptoms in individuals with post-stroke depression at 6-month follow-up (Hedges' g -0.39; 95% CI -0.64 to -0.14). The risk of bias was low for two (40%) of five trials, and the remaining three (60%) trials were rated as having a high risk of bias. Heterogeneity was low, with no indication of inconsistency. CONCLUSIONS Evidence from this review was too little to confirm the effectiveness of behavioural activation as a useful treatment for post-stroke depression when compared with control conditions. Further high-quality studies are needed to conclusively establish the efficacy of behavioural activation as a treatment option for post-stroke depression.
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Affiliation(s)
- Engida Yisma
- Department of Rural Health, University of South Australia, Allied Health & Human Performance, Australia; and IIMPACT in Health, University of South Australia, Australia
| | - Sandra Walsh
- Department of Rural Health, University of South Australia, Allied Health & Human Performance, Australia; and IIMPACT in Health, University of South Australia, Australia
| | - Susan Hillier
- IIMPACT in Health, University of South Australia, Australia
| | - Marianne Gillam
- Department of Rural Health, University of South Australia, Allied Health & Human Performance, Australia; and IIMPACT in Health, University of South Australia, Australia
| | - Richard Gray
- Department of Rural Health, University of South Australia, Allied Health & Human Performance, Australia; and School of Nursing and Midwifery, La Trobe University, Australia
| | - Martin Jones
- Department of Rural Health, University of South Australia, Allied Health & Human Performance, Australia; and IIMPACT in Health, University of South Australia, Australia
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Walsh S, Moseley GL, Gray RJ, Gillam M, Gunn KM, Barker T, Tran K, Eshetie T, Jones M. Use of behavioural activation to manage pain: a systematic scoping review. BMJ Open 2022; 12:e056404. [PMID: 35649614 PMCID: PMC9161098 DOI: 10.1136/bmjopen-2021-056404] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 05/04/2022] [Indexed: 11/03/2022] Open
Abstract
BACKGROUND Behavioural activation (BA) is an effective treatment for depression; however, it is unclear if it can be used to manage pain. OBJECTIVES To conduct a scoping review of primary research that reported using BA to support people living with chronic pain to understand how BA had been used in relation to pain. In addition, we wanted to understand whether there were any reported changes in that pain, and how and who delivered BA. ELIGIBILITY CRITERIA Primary research published in English. SOURCES OF EVIDENCE We searched seven databases MEDLINE, Ovid Embase, Ovid Emcare, PsycINFO, CINAHL, Scopus and Web of Science, for primary research. No initial date limit was used with the date the searches were conducted used as the end date limit (1 July 2021). CHARTING METHODS A customised data extraction table was developed, piloted and used. RESULTS 551 papers were screened for inclusion, with 15 papers included in our review. Studies were conducted in North America and in Canada. These included three case studies, nine uncontrolled trials and three randomised controlled trials. Only two studies reported pain as the primary outcome. BA was applied across a range of pain related conditions. The dose of BA ranged from 3 to 16 sessions. Duration of treatment was 3 weeks to 12 months. Most studies reported reductions in pain following exposure to BA. CONCLUSION BA has the potential to reduce pain. Caution needs to be exercised in the interpretation of these findings as a high risk of bias was observed in most studies. High-quality research is required to test if BA is an effective intervention for chronic pain.
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Affiliation(s)
- Sandra Walsh
- Department of Rural Health, University of South Australian - Whyalla Campus, Whyalla Norrie, Barngarla Country, South Australia, Australia
- IIMPACT in Health, University of South Australia, Adelaide, South Australia, Australia
| | - G Lorimer Moseley
- IIMPACT in Health, University of South Australia, Adelaide, South Australia, Australia
| | - Richard John Gray
- School of Nursing, La Trobe University, Bundoora, Victoria, Australia
- Department of Rural Health, University of South Australia, Mt Barker, South Australia, Australia
| | - Marianne Gillam
- IIMPACT in Health, University of South Australia, Adelaide, South Australia, Australia
- Department of Rural Health, University of South Australia, Mt Barker, South Australia, Australia
| | - Kate M Gunn
- IIMPACT in Health, University of South Australia, Adelaide, South Australia, Australia
- Department of Rural Health, University of South Australia, Adelaide, South Australia, Australia
| | - Trevor Barker
- IIMPACT in Health, University of South Australia, Adelaide, South Australia, Australia
| | - Kham Tran
- IIMPACT in Health, University of South Australia, Adelaide, South Australia, Australia
- Clinical and Health Sciences, University of South Australia, Adelaide, South Australia, Australia
| | - Tesfahun Eshetie
- Department of Rural Health, University of South Australia, Adelaide, South Australia, Australia
| | - Martin Jones
- IIMPACT in Health, University of South Australia, Adelaide, South Australia, Australia
- Department of Rural Health, University of South Australia, Mt Barker, South Australia, Australia
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