Background & Aims

Sickle Cell Disease (SCD) is a genetic disorder characterized by abnormal hemoglobin and is often associated with vaso-occlusive crises (VOCs), which are painful acute episodes caused by sickled red blood cells obstructing blood flow. The insula, pivotal in pain processing, has shown altered connectivity in SCD in our previous work. Recent pain research also suggests that explosive synchronization (ES), marked by abrupt and widespread synchronization of neuronal activity influencing the brain’s functional network dynamics, is prevalent in fibromyalgia patients with chronic pain, and in SCD individuals with increased VOCs. Yet, the relationship between ES and functional connectivity (FC) in any pain state has not been investigated. This exploration may inform how sudden neural activity changes can alter broader network behaviors. Here, we investigate the role of insular connectivity in SCD-related pain, exploring how the relationship between FC and ES may contribute to chronic pain.

 

 

Methods

We explored how FC between the insula and the entire brain relates to frequency disassortativity, a measure of ES indicating the likelihood of high-frequency nodes linking with low-frequency nodes in a network. The study cohort included 18 SCD patients and 16 healthy subjects, matched for age and sex. All participants underwent an EEG session and an fMRI scan during tonic pressure pain stimulation, applied via a computerized cuff on the left gastrocnemius muscle. The insula was selected as the primary seed region for our analysis, given its role in modulation of chronic pain. Seed-to-whole-brain connectivity maps were constructed, and a flexible factorial design was used to contrast the association of FC with ES across both groups. Additionally, Pearson correlations were computed between connectivity and clinical measures such as the frequency and recency of pain episodes in SCD, measured by the Adult Sickle Cell Quality of Life Measurement Information System (ASCQ-ME).

Results

The analysis revealed distinct group differences in the association of ES with FC between the insula and the right inferior frontal gyrus (IFG) in SCD patients compared to healthy controls.  In SCD individuals, reduced FC between the left insula and right IFG (T=3.39, pFWE<0.001) and between the right insula and right IFG (T=3.39, pFWE=0.01) was linked to greater ES (more negative frequency disassortativity values), whereas the opposite was observed in healthy controls. Furthermore, greater frequency of sickle cell pain events in SCD patients, as measured by the ASCQ-ME, were associated with decreased FC between the IFG and both the left (r = -0.49, p = 0.047) and right (r = -0.53, p = 0.027) insula. Although not significant, similar trending relationships were detected with the frequency of VOCs in the preceding 12 months (r = -0.36, CI = [-0.71, 0.12]).

Conclusions

Our results highlight that reduced insulae-IFG FC is related to greater ES and more recurrent pain episodes in SCD. One theory of ES suggests that gradual increases in network synchronization seen in healthy controls may prevent ES due to more connected networks. Conversely, suppression of network synchronization due to impaired connectivity may lead to signal accumulation, reaching a critical threshold, followed by an abrupt burst or “explosion” such as ES. Our findings support this theory, suggesting that in SCD, reduced FC, particularly between the insula and IFG, may contribute to more frequent ES due to suppression of local synchronization. These results align with studies highlighting the right IFG’s role in cognitive control and emotional regulation of pain, suggesting that reduced connectivity may indicate the right IFG’s diminished capacity to regulate pain signals. Our findings could reveal new pain modulation pathways in SCD, potentially through treatments that reduce ES.

References

Ballas, S. K., & Darbari, D. S. (2020). Review/overview of pain in sickle cell disease. Complementary Therapies in Medicine, 49, 102327. https://doi.org/10.1016/j.ctim.2020.102327

Darbari, D. S., Hampson, J. P., Ichesco, E., Kadom, N., Vezina, G., Evangelou, I., Clauw, D. J., Taylor VI, J. G., & Harris, R. E. (2015). Frequency of hospitalizations for pain and association with altered brain network connectivity in sickle cell disease. The Journal of Pain, 16(11), 1077–1086. https://doi.org/10.1016/j.jpain.2015.07.005

Joo, P., Kim, M., Kish, B., Nair, V. V., Tong, Y., Harte, S. E., Harris, R. E., Lee, U., & Wang, Y. (2023). Brain Network Hypersensitivity Underlies Pain Crises in Sickle Cell Disease. https://doi.org/10.1101/2023.10.08.23296715

Kim, M., Harris, R. E., DaSilva, A. F., & Lee, U. (2022). Explosive synchronization-based brain modulation reduces hypersensitivity in the brain network: A computational model study. Frontiers in Computational Neuroscience, 16. https://doi.org/10.3389/fncom.2022.815099

Labrakakis, C. (2023). The role of the Insular Cortex in pain. International Journal of Molecular Sciences, 24(6), 5736. https://doi.org/10.3390/ijms24065736

Lee, U., Kim, M., Lee, K., Kaplan, C. M., Clauw, D. J., Kim, S., Mashour, G. A., & Harris, R. E. (2018). Functional Brain Network mechanism of hypersensitivity in chronic pain. Scientific Reports, 8(1). https://doi.org/10.1038/s41598-017-18657-4

Ojala, K. E., Chu, Y., Finsterbusch, J., & Büchel, C. (2023). Conditioned Pain Modulation of Pressure Pain Is Associated with Reduced Activation in the Parietal Operculum and Posterior Insula. https://doi.org/10.1101/2023.08.23.554467

Sawamoto, N., Honda, M., Okada, T., Hanakawa, T., Kanda, M., Fukuyama, H., Konishi, J., & Shibasaki, H. (2000). Expectation of pain enhances responses to nonpainful somatosensory stimulation in the anterior cingulate cortex and parietal operculum/posterior insula: An event-related functional magnetic resonance imaging study. The Journal of Neuroscience, 20(19), 7438–7445. https://doi.org/10.1523/jneurosci.20-19-07438.2000

Starr, C. J., Sawaki, L., Wittenberg, G. F., Burdette, J. H., Oshiro, Y., Quevedo, A. S., & Coghill, R. C. (2009). Roles of the Insular Cortex in the modulation of pain: Insights from brain lesions. The Journal of Neuroscience, 29(9), 2684–2694. https://doi.org/10.1523/jneurosci.5173-08.2009

Wang, Z., Tian, C., Dhamala, M., & Liu, Z. (2017). A small change in neuronal network topology can induce explosive synchronization transition and activity propagation in the entire network. Scientific Reports, 7(1). https://doi.org/10.1038/s41598-017-00697-5

Presenting Author

Apeksha Sridhar

Poster Authors

Apeksha Sridhar

MSc

University of California, Irvine

Lead Author

Pangyu Joo

PhD

University of Michigan

Lead Author

Eric Ichesco BS

University of Michigan Chronic Pain and Fatigue Research Center

Lead Author

Alexandre Dasilva

DDS

University of Michigan

Lead Author

UnCheol Lee

PhD

University of Michigan

Lead Author

Ying Wang

MD

Indiana University School of Medicine

Lead Author

Richard E. Harris

Lead Author

Topics

  • Pain Imaging