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Results from 97 participants (healthy controls and post-traumatic stress disorder and fibromyalgia patients) revealed increased Amyg-EFP neuromodulation capacity over training, associated with post-training amygdala-fMRI modulation capacity and improvements in alexithymia. Individual differenaces in this capacity were associated with pre-training amygdala reactivity and initial neuromodulation success. Additionally, amygdala downregulation during fMRI-NF co-modulated with other regions such as the posterior insula and parahippocampal gyrus. This combined modulation better explained EFP-modulation capacity and improvement in alexithymia than the amygdala modulation alone, suggesting the relevance of this broader network to gained capacity. These findings support a network-based approach for NF and highlight the need to consider individual differences in brain function and modulation capacity to optimize NF interventions.<\/jats:p>\n                  <jats:p>This article is part of the theme issue \u2018Neurofeedback: new territories and neurocognitive mechanisms of endogenous neuromodulation\u2019.<\/jats:p>","DOI":"10.1098\/rstb.2024.0186","type":"journal-article","created":{"date-parts":[[2024,10,21]],"date-time":"2024-10-21T03:05:20Z","timestamp":1729479920000},"update-policy":"https:\/\/doi.org\/10.1098\/crossmark-policy","source":"Crossref","is-referenced-by-count":13,"title":["Amygdala self-neuromodulation capacity as a window for process-related network recruitment"],"prefix":"10.1098","volume":"379","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9245-6838","authenticated-orcid":true,"given":"Guy","family":"Gurevitch","sequence":"first","affiliation":[{"name":"Sagol Brain Institute, Tel Aviv Sourasky Medical 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