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Gepubliceerd in: Mindfulness 9/2021

30-07-2021 | ORIGINAL PAPER

Using fNIRS to Examine Neural Mechanisms of Change Associated with Mindfulness-Based Interventions for Stress and Trauma: Results of a Pilot Study for Women

Auteurs: Dessa Bergen-Cico, Trevor Grant, Leanne Hirshfield, Rachel Razza, Mark R. Costa, Pruthvi Kilaru

Gepubliceerd in: Mindfulness | Uitgave 9/2021

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Abstract

Objectives

This research aimed to examine the mechanisms of change associated with mindfulness-based interventions (MBI) and test the feasibility of using functional near-infrared spectroscopy (fNIRS) to objectively measure MBI-responsive neuro-cognitive functions impaired by stress and trauma: attentional control (AC), emotional regulation (ER), and working memory (WM).

Methods

fNIRS data were collected from 31 female participants during AC, ER, and WM cognitive tasks. Measurements were conducted at baseline and follow-up. Half of participants (n = 16) engaged in a 6-week MBI, whereas the active control group (n = 15) did not. fNIRS measures blood oxygenation (HbO) and deoxygenation (HbR) in specific brain regions as changes in activation of neural networks.

Results

After using general linear modeling to isolate the hemodynamic response in the fNIRS data, group-level statistical analyses revealed significant (p ≤ .05) changes among the MBI group for AC tasks in the frontopolar area (FP), orbitofrontal cortex (OFC), and premotor cortex (PMC); these changes were accompanied by significant improvements in AC performances. Among the control group, there was a significant decline in AC task performance and significant decreased OFC activation. Among the MBI group, there were also significant changes in FP and OFC activation during ER tasks and significant changes in OFC and PMC activation during WM tasks. Performance changes for ER and WM tasks were mixed.

Conclusions

fNIRS is a viable means of measuring MBI-related changes in neuro-cognitive activity and MBIs yield significant changes in attentional performance and activation of FP, OFC, and PMC.
Literatuur
go back to reference Arnsten, A. F. (2009). Stress signaling pathways that impair prefrontal cortex structure and function. Nature Reviews Neuroscience, 10(6), 410–422.CrossRef Arnsten, A. F. (2009). Stress signaling pathways that impair prefrontal cortex structure and function. Nature Reviews Neuroscience, 10(6), 410–422.CrossRef
go back to reference Boas, D. A., Elwell, C. E., Ferrari, M., & Taga, G. (2014). Twenty years of functional near-infrared spectroscopy: Introduction for the special issue. NeuroImage, 85(1), 1–5.CrossRef Boas, D. A., Elwell, C. E., Ferrari, M., & Taga, G. (2014). Twenty years of functional near-infrared spectroscopy: Introduction for the special issue. NeuroImage, 85(1), 1–5.CrossRef
go back to reference Brewer, J. (2019). Mindfulness training for addictions: Has neuroscience revealed a brain hack by which awareness subverts the addictive process? Current Opinion in Psychology, 28, 198–203.CrossRef Brewer, J. (2019). Mindfulness training for addictions: Has neuroscience revealed a brain hack by which awareness subverts the addictive process? Current Opinion in Psychology, 28, 198–203.CrossRef
go back to reference Brewer, J. A., Worhunsky, P. D., Gray, J. R., Tang, Y. Y., Weber, J., & Kober, H. (2011). Meditation experience is associated with differences in default mode network activity and connectivity. Proceedings of the National Academy of Sciences, 108(50), 20254–20259.CrossRef Brewer, J. A., Worhunsky, P. D., Gray, J. R., Tang, Y. Y., Weber, J., & Kober, H. (2011). Meditation experience is associated with differences in default mode network activity and connectivity. Proceedings of the National Academy of Sciences, 108(50), 20254–20259.CrossRef
go back to reference Damasio, A. R. (1996). The somatic marker hypothesis and the possible functions of the prefrontal cortex. Philosophical Transactions of the Royal Society of London Series B: Biological Sciences, 351(1346), 1413–1420.CrossRef Damasio, A. R. (1996). The somatic marker hypothesis and the possible functions of the prefrontal cortex. Philosophical Transactions of the Royal Society of London Series B: Biological Sciences, 351(1346), 1413–1420.CrossRef
go back to reference Ekstrom, A. D. (2021). Regional variation in neurovascular coupling and why we still lack a Rosetta Stone. Philosophical Transactions of the Royal Society B, 376(1815), 20190634.CrossRef Ekstrom, A. D. (2021). Regional variation in neurovascular coupling and why we still lack a Rosetta Stone. Philosophical Transactions of the Royal Society B, 376(1815), 20190634.CrossRef
go back to reference Elliott, A. E., & Packard, M. G. (2008). Intra-amygdala anxiogenic drug infusion prior to retrieval biases rats towards the use of habit memory. Neurobiology of Learning and Memory, 90(4), 616–623.CrossRef Elliott, A. E., & Packard, M. G. (2008). Intra-amygdala anxiogenic drug infusion prior to retrieval biases rats towards the use of habit memory. Neurobiology of Learning and Memory, 90(4), 616–623.CrossRef
go back to reference Fox, P. T., & Raichle, M. E. (1986). Focal physiological uncoupling of cerebral blood flow and oxidative metabolism during somatosensory stimulation in human subjects. Proceedings of the National Academy of Sciences, 83(4), 1140–1144.CrossRef Fox, P. T., & Raichle, M. E. (1986). Focal physiological uncoupling of cerebral blood flow and oxidative metabolism during somatosensory stimulation in human subjects. Proceedings of the National Academy of Sciences, 83(4), 1140–1144.CrossRef
go back to reference Fox, K. C., Nijeboer, S., Dixon, M. L., Floman, J. L., Ellamil, M., Rumak, S. P., Sedlmeir, P., & Christoff, K. (2014). Is meditation associated with altered brain structure? A systematic review and meta-analysis of morphometric neuroimaging in meditation practitioners. Neuroscience & Biobehavioral Reviews, 43, 48–73.CrossRef Fox, K. C., Nijeboer, S., Dixon, M. L., Floman, J. L., Ellamil, M., Rumak, S. P., Sedlmeir, P., & Christoff, K. (2014). Is meditation associated with altered brain structure? A systematic review and meta-analysis of morphometric neuroimaging in meditation practitioners. Neuroscience & Biobehavioral Reviews, 43, 48–73.CrossRef
go back to reference Fransson, P. (2005). Spontaneous low-frequency BOLD signal fluctuations: An fMRI investigation of the resting-state default mode of brain function hypothesis. Human Brain Mapping, 26(1), 15–29.CrossRef Fransson, P. (2005). Spontaneous low-frequency BOLD signal fluctuations: An fMRI investigation of the resting-state default mode of brain function hypothesis. Human Brain Mapping, 26(1), 15–29.CrossRef
go back to reference Hasenkamp, W., Wilson-Mendenhall, C. D., Duncan, E., & Barsalou, L. W. (2012). Mind wandering and attention during focused meditation: A fine-grained temporal analysis of fluctuating cognitive states. NeuroImage, 59(1), 750–760.CrossRef Hasenkamp, W., Wilson-Mendenhall, C. D., Duncan, E., & Barsalou, L. W. (2012). Mind wandering and attention during focused meditation: A fine-grained temporal analysis of fluctuating cognitive states. NeuroImage, 59(1), 750–760.CrossRef
go back to reference Hirshfield, L. M., Gulotta, R., Hirshfield, S., Hincks, S., Russell, M., Ward, R., Williams, T., & Jacob, R. (2011). This is your brain on interfaces: Enhancing usability testing with functional near-infrared spectroscopy. Proceedings of the SIGCHI 2011 Annual Conference on Human Factors in Computing Systems, 372–382. https://doi.org/10.1145/1978942.1978996 Hirshfield, L. M., Gulotta, R., Hirshfield, S., Hincks, S., Russell, M., Ward, R., Williams, T., & Jacob, R. (2011). This is your brain on interfaces: Enhancing usability testing with functional near-infrared spectroscopy. Proceedings of the SIGCHI 2011 Annual Conference on Human Factors in Computing Systems, 372–382. https://​doi.​org/​10.​1145/​1978942.​1978996
go back to reference Jacques, S. L. (2013b). Corrigendum: Optical properties of biological tissues: A review. Physics in Medicine and Biology, 58, 5007–5008.CrossRef Jacques, S. L. (2013b). Corrigendum: Optical properties of biological tissues: A review. Physics in Medicine and Biology, 58, 5007–5008.CrossRef
go back to reference Kabat-Zinn, J. (1990). Full catastrophe living: Using the wisdom of your body and mind to face stress, pain, and illness. Dell Publishing. Kabat-Zinn, J. (1990). Full catastrophe living: Using the wisdom of your body and mind to face stress, pain, and illness. Dell Publishing.
go back to reference Kaplan, R. M., & Saccuzzo, D. P. (2010). Psychological testing: Principles, applications, and issues (8th ed.). Wadsworth. Kaplan, R. M., & Saccuzzo, D. P. (2010). Psychological testing: Principles, applications, and issues (8th ed.). Wadsworth.
go back to reference King, A. P., Block, S. R., Sripada, R. K., Rauch, S., Giardino, N., Favorite, T., Angstaqdt, N., Kessler, D., Welsh, R., & Liberzon, I. (2016). Altered default mode network (DMN) resting state functional connectivity following a mindfulness-based exposure therapy for posttraumatic stress disorder (PTSD) in combat veterans of Afghanistan and Iraq. Depression and Anxiety, 33(4), 289–299. https://doi.org/10.1002/da.22481CrossRefPubMed King, A. P., Block, S. R., Sripada, R. K., Rauch, S., Giardino, N., Favorite, T., Angstaqdt, N., Kessler, D., Welsh, R., & Liberzon, I. (2016). Altered default mode network (DMN) resting state functional connectivity following a mindfulness-based exposure therapy for posttraumatic stress disorder (PTSD) in combat veterans of Afghanistan and Iraq. Depression and Anxiety, 33(4), 289–299. https://​doi.​org/​10.​1002/​da.​22481CrossRefPubMed
go back to reference Kringelbach, M. L. (2005). The human orbitofrontal cortex: Linking reward to hedonic experience. Nature Reviews Neuroscience, 6(9), 691–702.CrossRef Kringelbach, M. L. (2005). The human orbitofrontal cortex: Linking reward to hedonic experience. Nature Reviews Neuroscience, 6(9), 691–702.CrossRef
go back to reference Lachert, P., Janusek, D., Pulawski, P., Liebert, A., Milej, D., & Blinowska, K. J. (2017). Coupling of oxy-and deoxyhemoglobin concentrations with EEG rhythms during motor task. Scientific Reports, 7(1), 1–9.CrossRef Lachert, P., Janusek, D., Pulawski, P., Liebert, A., Milej, D., & Blinowska, K. J. (2017). Coupling of oxy-and deoxyhemoglobin concentrations with EEG rhythms during motor task. Scientific Reports, 7(1), 1–9.CrossRef
go back to reference Lai, Y. (2017). A statistical method for the conservative adjustment of false discovery rate (q-value). BMC Bioinformatics, 18(3), 155–163. Lai, Y. (2017). A statistical method for the conservative adjustment of false discovery rate (q-value). BMC Bioinformatics, 18(3), 155–163.
go back to reference Matsuo, K., Taneichi, K., Matsumoto, A., Ohtani, T., Yamasue, H., Sakano, Y., Sasaki, T., Sadamatsu, M., Kasai, K., Iwanami, A., Asukai, N., Kato, N., & Kato, T. (2003). Hypoactivation of the prefrontal cortex during verbal fluency test in PTSD: A near-infrared spectroscopy study. Psychiatry Research: Neuroimaging, 124(1), 1–10. https://doi.org/10.1016/S0925-4927(03)00093-3CrossRefPubMed Matsuo, K., Taneichi, K., Matsumoto, A., Ohtani, T., Yamasue, H., Sakano, Y., Sasaki, T., Sadamatsu, M., Kasai, K., Iwanami, A., Asukai, N., Kato, N., & Kato, T. (2003). Hypoactivation of the prefrontal cortex during verbal fluency test in PTSD: A near-infrared spectroscopy study. Psychiatry Research: Neuroimaging, 124(1), 1–10. https://​doi.​org/​10.​1016/​S0925-4927(03)00093-3CrossRefPubMed
go back to reference Naegeli, C., Zeffiro, T., Piccirelli, M., Jaillard, A., Weilenmann, A., Hassanpour, K., ... & Mueller-Pfeiffer, C. (2018). Locus coeruleus activity mediates hyperresponsiveness in posttraumatic stress disorder. Biological Psychiatry, 83(3), 254-262. Naegeli, C., Zeffiro, T., Piccirelli, M., Jaillard, A., Weilenmann, A., Hassanpour, K., ... & Mueller-Pfeiffer, C. (2018). Locus coeruleus activity mediates hyperresponsiveness in posttraumatic stress disorder. Biological Psychiatry, 83(3), 254-262.
go back to reference Norris, F. H., & Hamblen, J. L. (2004). Standardized self-report measures of civilian trauma and PTSD. In J. P. Wilson & T. M. Keane (Eds.), Assessing psychological trauma and PTSD (pp. 63–102). Guilford Press. Norris, F. H., & Hamblen, J. L. (2004). Standardized self-report measures of civilian trauma and PTSD. In J. P. Wilson & T. M. Keane (Eds.), Assessing psychological trauma and PTSD (pp. 63–102). Guilford Press.
go back to reference Pfurtscheller, G., Scherer, R., & Neuper, C. (2007). EEG-based brain-computer interface. In R. Parasuraman & M. Rizzo (Eds.). Neuroergonomics: The brain at work (pp. 315–345). Oxford University Press. Pfurtscheller, G., Scherer, R., & Neuper, C. (2007). EEG-based brain-computer interface. In R. Parasuraman & M. Rizzo (Eds.). Neuroergonomics: The brain at work (pp. 315–345). Oxford University Press.
go back to reference Pinti, P., Tachtsidis, I., Hamilton, A., Hirsch, J., Aichelburg, C., Gilbert, S., & Burgess, P. W. (2020). The present and future use of functional near-infrared spectroscopy (fNIRS) for cognitive neuroscience. Annals of the New York Academy of Sciences, 1464(1), 5–29. https://doi.org/10.1111/nyas.13948CrossRefPubMed Pinti, P., Tachtsidis, I., Hamilton, A., Hirsch, J., Aichelburg, C., Gilbert, S., & Burgess, P. W. (2020). The present and future use of functional near-infrared spectroscopy (fNIRS) for cognitive neuroscience. Annals of the New York Academy of Sciences, 1464(1), 5–29. https://​doi.​org/​10.​1111/​nyas.​13948CrossRefPubMed
go back to reference Possemato, K., Bergen-Cico, D., Treatman, S., Allen, C., Wade, M., & Pigeon, W. (2016). A randomized clinical trial of primary care brief mindfulness training for veterans with PTSD: Brief mindfulness program for veterans with PTSD. Journal of Clinical Psychology, 72(3), 179–193. https://doi.org/10.1002/jclp.22241CrossRefPubMed Possemato, K., Bergen-Cico, D., Treatman, S., Allen, C., Wade, M., & Pigeon, W. (2016). A randomized clinical trial of primary care brief mindfulness training for veterans with PTSD: Brief mindfulness program for veterans with PTSD. Journal of Clinical Psychology, 72(3), 179–193. https://​doi.​org/​10.​1002/​jclp.​22241CrossRefPubMed
go back to reference Santosa, H., Zhai, X., Fishburn, F., & Huppert, T. (2018). The NIRS Brain AnalyzIR Toolbox. Algorithms, 11(5), 73.CrossRef Santosa, H., Zhai, X., Fishburn, F., & Huppert, T. (2018). The NIRS Brain AnalyzIR Toolbox. Algorithms, 11(5), 73.CrossRef
go back to reference Schutt, R. K., Seidman, L. J., & Keshavan, M. S. (2015). Social neuroscience: Brain, mind, and society. Harvard University Press. Schutt, R. K., Seidman, L. J., & Keshavan, M. S.  (2015). Social neuroscience: Brain, mind, and society. Harvard University Press.
go back to reference Simon, R., & Engström, M. (2015). The default mode network as a biomarker for monitoring the therapeutic effects of meditation. Frontiers in Psychology., 6(776), 1–10. Simon, R., & Engström, M. (2015). The default mode network as a biomarker for monitoring the therapeutic effects of meditation. Frontiers in Psychology., 6(776), 1–10.
go back to reference Solovey, T. E., Afergan, D., Peck, E. M., Hincks, S. W., & Jacob, R. J. K. (2015). Designing implicit interfaces for physiological computing: guidelines and lessons learned using fNIRS. ACM Transactions on Computer-Human Interaction, 21(6), 35:1–35:27. https://doi.org/10.1145/2687926 Solovey, T. E., Afergan, D., Peck, E. M., Hincks, S. W., & Jacob, R. J. K. (2015). Designing implicit interfaces for physiological computing: guidelines and lessons learned using fNIRS. ACM Transactions on Computer-Human Interaction, 21(6), 35:1–35:27. https://​doi.​org/​10.​1145/​2687926
go back to reference Tam, N. D., & Zouridakis, G. (2014). Temporal decoupling of oxy-and deoxy-hemoglobin hemodynamic responses detected by functional near-infrared spectroscopy (fNIRS). Journal of Biomedical Engineering and Medical Imaging, 1(2) 1–11. https://doi.org/10.14738/jbemi.12.146 Tam, N. D., & Zouridakis, G. (2014). Temporal decoupling of oxy-and deoxy-hemoglobin hemodynamic responses detected by functional near-infrared spectroscopy (fNIRS). Journal of Biomedical Engineering and Medical Imaging, 1(2) 1–11. https://​doi.​org/​10.​14738/​jbemi.​12.​146
go back to reference Tang, Y. Y., Ma, Y., Wang, J., Fan, Y., Feng, S., Lu, Q., Yu, Q., Sui, D., Rothbart, M. K., Fan, M., & Posner, M. I. (2007). Short-term meditation training improves attention and self-regulation. Proceedings of the National Academy of Sciences, 104(43), 17152–17156. https://doi.org/10.1073/pnas.0707678104CrossRef Tang, Y. Y., Ma, Y., Wang, J., Fan, Y., Feng, S., Lu, Q., Yu, Q., Sui, D., Rothbart, M. K., Fan, M., & Posner, M. I. (2007). Short-term meditation training improves attention and self-regulation. Proceedings of the National Academy of Sciences, 104(43), 17152–17156. https://​doi.​org/​10.​1073/​pnas.​0707678104CrossRef
go back to reference Tian, F., Yennu, A., Smith-Osborne, A., Gonzalez-Lima, F., North, C. S., & Liu, H. (2014). Prefrontal responses to digit span memory phases in patients with post-traumatic stress disorder (PTSD): a functional near infrared spectroscopy study. NeuroImage: Clinical, 4, 808–819. https://doi.org/10.1016/j.nicl.2014.05.005 Tian, F., Yennu, A., Smith-Osborne, A., Gonzalez-Lima, F., North, C. S., & Liu, H. (2014). Prefrontal responses to digit span memory phases in patients with post-traumatic stress disorder (PTSD): a functional near infrared spectroscopy study. NeuroImage: Clinical, 4, 808–819. https://​doi.​org/​10.​1016/​j.​nicl.​2014.​05.​005
Metagegevens
Titel
Using fNIRS to Examine Neural Mechanisms of Change Associated with Mindfulness-Based Interventions for Stress and Trauma: Results of a Pilot Study for Women
Auteurs
Dessa Bergen-Cico
Trevor Grant
Leanne Hirshfield
Rachel Razza
Mark R. Costa
Pruthvi Kilaru
Publicatiedatum
30-07-2021
Uitgeverij
Springer US
Gepubliceerd in
Mindfulness / Uitgave 9/2021
Print ISSN: 1868-8527
Elektronisch ISSN: 1868-8535
DOI
https://doi.org/10.1007/s12671-021-01705-6

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