Early Changes in Resting-State Connectivity of the Anterior Insular Cortex Are Associated with Reductions in Pain and Catastrophizing After Total Hip Arthroplasty in Female Patients: A Preliminary Study
Abstract
1. Introduction
2. Materials and Methods
2.1. Participants
2.2. Measurement Procedure
2.3. Clinical Assessment
2.4. MRI Acquisition
2.5. fMRI Data Preprocessing
2.6. fMRI Analysis
2.7. Statistical Analysis
3. Results
3.1. Clinical Outcomes
3.2. Resting-State FC Changes
3.3. Correlations Between Clinical Scores and FC
4. Discussion
Limitations and Future Directions
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| Abbreviation | Full Name |
| THA | Total Hip Arthroplasty |
| OA | Osteoarthritis |
| BMI | Body Mass Index |
| ADL | Activities of Daily Living |
| QoL | Quality of Life |
| NSAIDs | Non-Steroidal Anti-Inflammatory Drugs |
| rs-fMRI | Resting-State Functional Magnetic Resonance Imaging |
| BOLD | Blood Oxygenation Level Dependent |
| ROI | Region of Interest |
| MNI | Montreal Neurological Institute |
| SPM | Statistical Parametric Mapping |
| FD | Framewise Displacement |
| FC | Functional Connectivity |
| aIC | Anterior Insular Cortex |
| DMN | Default Mode Network |
| ACC | Anterior Cingulate Cortex |
| PCC | Posterior Cingulate Cortex |
| FDR | False Discovery Rate |
| VAS | Visual Analogue Scale |
| PCS | Pain Catastrophizing Scale |
| PNE | Pain Neuroscience Education |
| VBM | Voxel-Based Morphometry |
References
- Sato, T.; Yamate, S.; Utsunomiya, T.; Inaba, Y.; Ike, H.; Kinoshita, K.; Doi, K.; Kawano, T.; Shiomoto, K.; Hara, T.; et al. Life Course Epidemiology of Hip Osteoarthritis in Japan. J. Bone Jt. Surg. 2024, 106, 966–975. [Google Scholar] [CrossRef]
- Pivec, R.; Johnson, A.J.; Mears, S.C.; Mont, M.A. Hip Arthroplasty. Lancet 2012, 380, 1768–1777. [Google Scholar] [CrossRef]
- Shan, L.; Shan, B.; Suzuki, A.; Nouh, F.; Saxena, A. Intermediate and Long-Term Quality of Life After Total Knee Replacement. J. Bone Jt. Surg. 2015, 97, 156–168. [Google Scholar] [CrossRef]
- Beswick, A.D.; Wylde, V.; Gooberman-Hill, R.; Blom, A.; Dieppe, P. What Proportion of Patients Report Long-Term Pain after Total Hip or Knee Replacement for Osteoarthritis? A Systematic Review of Prospective Studies in Unselected Patients. BMJ Open 2012, 2, e000435. [Google Scholar] [CrossRef]
- Hamilton, D.F.; Lane, J.V.; Gaston, P.; Patton, J.T.; MacDonald, D.J.; Simpson, A.H.R.W.; Howie, C.R. Assessing Treatment Outcomes Using a Single Question. Bone Jt. J. 2014, 96-B, 622–628. [Google Scholar] [CrossRef]
- Gunaratne, R.; Pratt, D.N.; Banda, J.; Fick, D.P.; Khan, R.J.K.; Robertson, B.W. Patient Dissatisfaction Following Total Knee Arthroplasty: A Systematic Review of the Literature. J. Arthroplast. 2017, 32, 3854–3860. [Google Scholar] [CrossRef] [PubMed]
- Kuner, R.; Flor, H. Erratum: Structural Plasticity and Reorganisation in Chronic Pain. Nat. Rev. Neurosci. 2017, 18, 113. [Google Scholar] [CrossRef] [PubMed]
- Apkarian, A.V.; Bushnell, M.C.; Treede, R.; Zubieta, J. Human Brain Mechanisms of Pain Perception and Regulation in Health and Disease. Eur. J. Pain 2005, 9, 463. [Google Scholar] [CrossRef]
- Tracey, I. Neuroimaging Mechanisms in Pain: From Discovery to Translation. Pain 2017, 158, S115–S122. [Google Scholar] [CrossRef] [PubMed]
- Woolf, C.J. Central Sensitization: Implications for the Diagnosis and Treatment of Pain. Pain 2011, 152, S2–S15. [Google Scholar] [CrossRef]
- Bushnell, M.C.; Čeko, M.; Low, L.A. Cognitive and Emotional Control of Pain and Its Disruption in Chronic Pain. Nat. Rev. Neurosci. 2013, 14, 502–511. [Google Scholar] [CrossRef]
- Cottam, W.J.; Condon, L.; Alshuft, H.; Reckziegel, D.; Auer, D.P. Associations of Limbic-Affective Brain Activity and Severity of Ongoing Chronic Arthritis Pain Are Explained by Trait Anxiety. Neuroimage Clin. 2016, 12, 269–276. [Google Scholar] [CrossRef]
- Fox, M.D.; Raichle, M.E. Spontaneous Fluctuations in Brain Activity Observed with Functional Magnetic Resonance Imaging. Nat. Rev. Neurosci. 2007, 8, 700–711. [Google Scholar] [CrossRef] [PubMed]
- Hemington, K.S.; Wu, Q.; Kucyi, A.; Inman, R.D.; Davis, K.D. Abnormal Cross-Network Functional Connectivity in Chronic Pain and Its Association with Clinical Symptoms. Brain Struct. Funct. 2016, 221, 4203–4219. [Google Scholar] [CrossRef] [PubMed]
- Wager, T.D.; Atlas, L.Y.; Lindquist, M.A.; Roy, M.; Woo, C.-W.; Kross, E. An FMRI-Based Neurologic Signature of Physical Pain. N. Engl. J. Med. 2013, 368, 1388–1397. [Google Scholar] [CrossRef] [PubMed]
- Raichle, M.E. The Brain’s Default Mode Network. Annu. Rev. Neurosci. 2015, 38, 433–447. [Google Scholar] [CrossRef]
- Baliki, M.N.; Geha, P.Y.; Apkarian, A.V.; Chialvo, D.R. Beyond Feeling: Chronic Pain Hurts the Brain, Disrupting the Default-Mode Network Dynamics. J. Neurosci. 2008, 28, 1398–1403. [Google Scholar] [CrossRef]
- Kucyi, A.; Moayedi, M.; Weissman-Fogel, I.; Goldberg, M.B.; Freeman, B.V.; Tenenbaum, H.C.; Davis, K.D. Enhanced Medial Prefrontal-Default Mode Network Functional Connectivity in Chronic Pain and Its Association with Pain Rumination. J. Neurosci. 2014, 34, 3969–3975. [Google Scholar] [CrossRef] [PubMed]
- Gracely, R.H. Pain Catastrophizing and Neural Responses to Pain among Persons with Fibromyalgia. Brain 2004, 127, 835–843. [Google Scholar] [CrossRef]
- Rodriguez-Raecke, R.; Niemeier, A.; Ihle, K.; Ruether, W.; May, A. Brain Gray Matter Decrease in Chronic Pain Is the Consequence and Not the Cause of Pain. J. Neurosci. 2009, 29, 13746–13750. [Google Scholar] [CrossRef]
- Bijur, P.E.; Silver, W.; Gallagher, E.J. Reliability of the Visual Analog Scale for Measurement of Acute Pain. Acad. Emerg. Med. 2001, 8, 1153–1157. [Google Scholar] [CrossRef]
- Ikemoto, T.; Hayashi, K.; Shiro, Y.; Arai, Y.; Marcuzzi, A.; Costa, D.; Wrigley, P. A Systematic Review of Cross-cultural Validation of the Pain Catastrophizing Scale. Eur. J. Pain 2020, 24, 1228–1241. [Google Scholar] [CrossRef] [PubMed]
- Kuribayashi, M.; Takahashi, K.A.; Fujioka, M.; Ueshima, K.; Inoue, S.; Kubo, T. Reliability and Validity of the Japanese Orthopaedic Association Hip Score. J. Orthop. Sci. 2010, 15, 452–458. [Google Scholar] [CrossRef]
- Whitfield-Gabrieli, S.; Nieto-Castanon, A. Conn: A Functional Connectivity Toolbox for Correlated and Anticorrelated Brain Networks. Brain Connect. 2012, 2, 125–141. [Google Scholar] [CrossRef]
- Tierney, T.M.; Alexander, N.A.; Ashburner, J.; Avila, N.L.; Balbastre, Y.; Barnes, G.; Bezsudnova, Y.; Brudfors, M.; Eckstein, K.; Flandin, G.; et al. SPM 25: Open Source Neuroimaging Analysis Software. J. Open Source Softw. 2025, 10, 8103. [Google Scholar] [CrossRef]
- Behzadi, Y.; Restom, K.; Liau, J.; Liu, T.T. A Component Based Noise Correction Method (CompCor) for BOLD and Perfusion Based FMRI. Neuroimage 2007, 37, 90–101. [Google Scholar] [CrossRef] [PubMed]
- Power, J.D.; Barnes, K.A.; Snyder, A.Z.; Schlaggar, B.L.; Petersen, S.E. Spurious but Systematic Correlations in Functional Connectivity MRI Networks Arise from Subject Motion. Neuroimage 2012, 59, 2142–2154. [Google Scholar] [CrossRef] [PubMed]
- Power, J.D.; Mitra, A.; Laumann, T.O.; Snyder, A.Z.; Schlaggar, B.L.; Petersen, S.E. Methods to Detect, Characterize, and Remove Motion Artifact in Resting State FMRI. Neuroimage 2014, 84, 320–341. [Google Scholar] [CrossRef]
- Desikan, R.S.; Ségonne, F.; Fischl, B.; Quinn, B.T.; Dickerson, B.C.; Blacker, D.; Buckner, R.L.; Dale, A.M.; Maguire, R.P.; Hyman, B.T.; et al. An Automated Labeling System for Subdividing the Human Cerebral Cortex on MRI Scans into Gyral Based Regions of Interest. Neuroimage 2006, 31, 968–980. [Google Scholar] [CrossRef]
- Seminowicz, D.A.; Wideman, T.H.; Naso, L.; Hatami-Khoroushahi, Z.; Fallatah, S.; Ware, M.A.; Jarzem, P.; Bushnell, M.C.; Shir, Y.; Ouellet, J.A.; et al. Effective Treatment of Chronic Low Back Pain in Humans Reverses Abnormal Brain Anatomy and Function. J. Neurosci. 2011, 31, 7540–7550. [Google Scholar] [CrossRef]
- Loggia, M.L.; Chonde, D.B.; Akeju, O.; Arabasz, G.; Catana, C.; Edwards, R.R.; Hill, E.; Hsu, S.; Izquierdo-Garcia, D.; Ji, R.-R.; et al. Evidence for Brain Glial Activation in Chronic Pain Patients. Brain 2015, 138, 604–615. [Google Scholar] [CrossRef] [PubMed]
- Ushio, K.; Nakanishi, K.; Yoshino, A.; Takamura, M.; Akiyama, Y.; Shimada, N.; Hirata, K.; Ishikawa, M.; Nakamae, A.; Mikami, Y.; et al. Changed Resting-State Connectivity of Anterior Insular Cortex Affects Subjective Pain Reduction after Knee Arthroplasty: A Longitudinal Study. Brain Res. Bull. 2024, 217, 111073. [Google Scholar] [CrossRef] [PubMed]
- Rorden, C.; Brett, M. Stereotaxic Display of Brain Lesions. Behav. Neurol. 2000, 12, 191–200. [Google Scholar] [CrossRef]
- Eccleston, C.; Crombez, G. Pain Demands Attention: A Cognitive–Affective Model of the Interruptive Function of Pain. Psychol. Bull. 1999, 125, 356–366. [Google Scholar] [CrossRef]
- De Ridder, D.; Vanneste, S.; Smith, M.; Adhia, D. Pain and the Triple Network Model. Front. Neurol. 2022, 13, 757241. [Google Scholar] [CrossRef] [PubMed]
- Rainville, P.; Duncan, G.H.; Price, D.D.; Carrier, B.; Bushnell, M.C. Pain Affect Encoded in Human Anterior Cingulate But Not Somatosensory Cortex. Science 1997, 277, 968–971. [Google Scholar] [CrossRef]
- Mutso, A.A.; Radzicki, D.; Baliki, M.N.; Huang, L.; Banisadr, G.; Centeno, M.V.; Radulovic, J.; Martina, M.; Miller, R.J.; Apkarian, A.V. Abnormalities in Hippocampal Functioning with Persistent Pain. J. Neurosci. 2012, 32, 5747–5756. [Google Scholar] [CrossRef]
- Guo, H.; Wang, Y.; Qiu, L.; Huang, X.; He, C.; Zhang, J.; Gong, Q. Structural and Functional Abnormalities in Knee Osteoarthritis Pain Revealed With Multimodal Magnetic Resonance Imaging. Front. Hum. Neurosci. 2021, 15, 783355. [Google Scholar] [CrossRef]
- Napadow, V.; Kim, J.; Clauw, D.J.; Harris, R.E. Brief Report: Decreased Intrinsic Brain Connectivity Is Associated with Reduced Clinical Pain in Fibromyalgia. Arthritis Rheum. 2012, 64, 2398–2403. [Google Scholar] [CrossRef]
- Mogil, J.S. Sex Differences in Pain and Pain Inhibition: Multiple Explanations of a Controversial Phenomenon. Nat. Rev. Neurosci. 2012, 13, 859–866. [Google Scholar] [CrossRef]
- Ushio, K.; Nakanishi, K.; Mikami, Y.; Yoshino, A.; Takamura, M.; Hirata, K.; Akiyama, Y.; Kimura, H.; Okamoto, Y.; Adachi, N. Altered Resting-State Connectivity with Pain-Related Expectation Regions in Female Patients with Severe Knee Osteoarthritis. J. Pain Res. 2020, 13, 3227–3234. [Google Scholar] [CrossRef] [PubMed]
- Ji, R.R.; Kohno, T.; Moore, K.A.; Woolf, C.J. Central Sensitization and LTP: Do Pain and Memory Share Similar Mechanisms? Trends Neurosci. 2003, 26, 696–705. [Google Scholar] [CrossRef] [PubMed]
- Louw, A.; Diener, I.; Butler, D.S.; Puentedura, E.J. The Effect of Neuroscience Education on Pain, Disability, Anxiety, and Stress in Chronic Musculoskeletal Pain. Arch. Phys. Med. Rehabil. 2011, 92, 2041–2056. [Google Scholar] [CrossRef] [PubMed]
- Ho, E.K.-Y.; Chen, L.; Simic, M.; Ashton-James, C.E.; Comachio, J.; Wang, D.X.M.; Hayden, J.A.; Ferreira, M.L.; Ferreira, P.H. Psychological Interventions for Chronic, Non-Specific Low Back Pain: Systematic Review with Network Meta-Analysis. BMJ 2022, 376, e067718. [Google Scholar] [CrossRef]
- Leccese, A.; Severo, M.; Ventriglio, A.; Petrocchi, S.; Limone, P.; Petito, A. Psychological Interventions in Patients with Physical Pain: A Focus on Catastrophizing and Resilience—A Systematic Review. Healthcare 2025, 13, 581. [Google Scholar] [CrossRef]
- Lazaridou, A.; Kim, J.; Cahalan, C.M.; Loggia, M.L.; Franceschelli, O.; Berna, C.; Schur, P.; Napadow, V.; Edwards, R.R. Effects of Cognitive-Behavioral Therapy (CBT) on Brain Connectivity Supporting Catastrophizing in Fibromyalgia. Clin. J. Pain 2017, 33, 215–221. [Google Scholar] [CrossRef]
- DeCharms, R.C.; Maeda, F.; Glover, G.H.; Ludlow, D.; Pauly, J.M.; Soneji, D.; Gabrieli, J.D.E.; Mackey, S.C. Control over Brain Activation and Pain Learned by Using Real-Time Functional MRI. Proc. Natl. Acad. Sci. USA 2005, 102, 18626–18631. [Google Scholar] [CrossRef]
- Fan, C.; Wu, M.; Liu, H.; Chen, X.; Gao, Z.; Zhao, X.; Zhou, J.; Jiang, Z. Effects of Meditation on Neural Responses to Pain: A Systematic Review and Meta-Analysis of FMRI Studies. Neurosci. Biobehav. Rev. 2024, 162, 105735. [Google Scholar] [CrossRef]



| Characteristic | Preoperative | Postoperative (2 Weeks) | Effect Size (r) | p-Value |
|---|---|---|---|---|
| Age (years) | 71.1 ± 11.8 | - | - | - |
| Sex (Female) | 10 | - | - | - |
| Body Mass Index (kg/m2) | 25.7 ± 7.2 | - | - | - |
| Side of surgery (R/L) | 4/6 | - | - | - |
| Pain VAS (mm) | 66.4 ± 15.1 | 18.9 ± 15.4 | 0.62 | 0.006 * |
| PCS (total score) | 31.2 ± 6.6 | 20.4 ± 6.8 | 0.57 | 0.011 * |
| JOA hip score | 46.4 ± 18.5 | 62.2 ± 14.5 | 0.50 | 0.025 * |
| Medication, n (%) | ||||
| NSAIDs | 6 (60.0%) | 7 (70.0%) | - | 1.000 † |
| Acetaminophen | 6 (60.0%) | 8 (80.0%) | - | 0.500 † |
| Combination | 5 (50.0%) | 5 (50.0%) | - | 1.000 † |
| Brain Region | Cluster Size (k) | Hemisphere | MNI Coordinates (x, y, z) | Peak t-Value | p-Value (FDR-Corr) |
|---|---|---|---|---|---|
| Hippocampus/ Lingual Gyrus | 203 | L | −32, −38, −02 | 10.85 | 0.003 |
| Precuneus/PCC | 102 | L/Mid | −04, −54, +06 | 6.65 | 0.035 |
| ACC | 95 | R | +16, +08, +42 | 11.41 | 0.035 |
| Brain Region (ΔFC) | Pain Intensity (VAS) | Pain Catastrophizing (PCS) | ||
|---|---|---|---|---|
| Baseline (Pre) | Change (Δ) | Baseline (Pre) | Change (Δ) | |
| Hippocampus | 0.73 [0.22, 0.92] (p = 0.017) | −0.72 [−0.99, −0.13] (p = 0.018) | −0.66 [−0.95, −0.11] (p = 0.037) | 0.67 [−0.03, 0.99] (p = 0.039) |
| Posterior Cingulate Cortex | 0.75 [0.23, 0.96] (p = 0.013) | −0.92 [−1.00, −0.61] (p < 0.001) | −0.66 [−0.96, −0.04] (p = 0.039) | 0.60 [−0.25, 0.92] (p = 0.073) |
| Anterior Cingulate Cortex | 0.60 [0.01, 0.88] (p = 0.069) | −0.69 [−1.00, −0.12] (p = 0.026) | −0.57 [−0.95, 0.15] (p = 0.089) | 0.66 [−0.08, 1.00] (p = 0.044) |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Chuda, Y.; Mitsutake, T.; Kawaguchi, A.; Taniguchi, T.; Nakazono, H.; Okita, M.; Sakamoto, M. Early Changes in Resting-State Connectivity of the Anterior Insular Cortex Are Associated with Reductions in Pain and Catastrophizing After Total Hip Arthroplasty in Female Patients: A Preliminary Study. J. Clin. Med. 2026, 15, 3799. https://doi.org/10.3390/jcm15103799
Chuda Y, Mitsutake T, Kawaguchi A, Taniguchi T, Nakazono H, Okita M, Sakamoto M. Early Changes in Resting-State Connectivity of the Anterior Insular Cortex Are Associated with Reductions in Pain and Catastrophizing After Total Hip Arthroplasty in Female Patients: A Preliminary Study. Journal of Clinical Medicine. 2026; 15(10):3799. https://doi.org/10.3390/jcm15103799
Chicago/Turabian StyleChuda, Yuji, Tsubasa Mitsutake, Atsushi Kawaguchi, Takanori Taniguchi, Hisato Nakazono, Mitsunori Okita, and Maiko Sakamoto. 2026. "Early Changes in Resting-State Connectivity of the Anterior Insular Cortex Are Associated with Reductions in Pain and Catastrophizing After Total Hip Arthroplasty in Female Patients: A Preliminary Study" Journal of Clinical Medicine 15, no. 10: 3799. https://doi.org/10.3390/jcm15103799
APA StyleChuda, Y., Mitsutake, T., Kawaguchi, A., Taniguchi, T., Nakazono, H., Okita, M., & Sakamoto, M. (2026). Early Changes in Resting-State Connectivity of the Anterior Insular Cortex Are Associated with Reductions in Pain and Catastrophizing After Total Hip Arthroplasty in Female Patients: A Preliminary Study. Journal of Clinical Medicine, 15(10), 3799. https://doi.org/10.3390/jcm15103799

