Nara Sanjeev, Baliki Marwan N, Friston Karl J, Ray Dipanjan
Department of Mathematics and Computer Science, Physics, Geography, Mathematical Institute, Justus Liebig University Gießen, Giessen 35392, Germany.
School of Biosciences and Bioengineering (SBB), Indian Institute of Technology (IIT) Mandi, Mandi 175005, India.
J Neurosci. 2025 Jun 18;45(25):e1447242025. doi: 10.1523/JNEUROSCI.1447-24.2025.
Chronic pain presents a widespread and complex clinical puzzle, necessitating theoretical approaches. This study expands upon our evolving comprehension of the brain's top-down information processing, encompassing functions such as prediction, expectation, and attention. These processes are believed to play a substantial role in shaping both chronic pain and placebo responses. To examine hierarchical cortical processing in pain, we define a minimal cortical pain network comprising the lateral frontal pole, the primary somatosensory cortex, and posterior insula. Using spectral dynamic causal modeling on resting-state functional magnetic resonance imaging data, we compare effective connectivity among these regions in chronic osteoarthritic patients ( = 54) and healthy controls ( = 18), and further analyze differences in placebo responders and non-responders within the patient group. Our findings reveal distinct patterns of altered top-down, bottom-up, and recurrent (i.e., intrinsic) effective connectivity within the network in chronic pain and placebo response. Specifically, recurrent connectivity within the lateral frontal pole becomes more inhibitory, while backward connectivity (higher-to-lower cortical regions) decreases in both pain perceivers and placebo responders. Conversely, forward connections show opposite patterns: nociception is associated with more excitatory (disinhibited) connections, whereas placebo responses correspond to more inhibitory forward connections. The associated effect sizes were sufficiently large to survive a leave-one-out cross-validation analysis of predictive validity. The observed alterations are consistent with predictive processing accounts of placebo effects and chronic pain. Overall, effective extrinsic and intrinsic connectivity among cortical regions involved in pain processing emerge as potentially valuable and quantifiable markers of pain perception and placebo response.
慢性疼痛是一个广泛而复杂的临床难题,需要理论方法来解决。本研究扩展了我们对大脑自上而下信息处理的不断发展的理解,包括预测、期望和注意力等功能。这些过程被认为在塑造慢性疼痛和安慰剂反应中起着重要作用。为了研究疼痛中的分层皮质处理,我们定义了一个最小的皮质疼痛网络,包括外侧额极、初级体感皮层和后岛叶。使用静息态功能磁共振成像数据进行频谱动态因果建模,我们比较了慢性骨关节炎患者(n = 54)和健康对照者(n = 18)这些区域之间的有效连接性,并进一步分析了患者组中安慰剂反应者和无反应者之间的差异。我们的研究结果揭示了慢性疼痛和安慰剂反应中网络内自上而下、自下而上和循环(即内在)有效连接性改变的不同模式。具体而言,外侧额极内的循环连接性变得更具抑制性,而在疼痛感知者和安慰剂反应者中,向后连接(从较高皮质区域到较低皮质区域)均减少。相反,向前连接显示出相反的模式:伤害感受与更多的兴奋性(去抑制)连接相关,而安慰剂反应则对应于更多的抑制性向前连接。相关效应大小足够大,能够在预测有效性的留一法交叉验证分析中幸存下来。观察到的改变与安慰剂效应和慢性疼痛的预测处理理论相符。总体而言,参与疼痛处理的皮质区域之间有效的外在和内在连接性成为疼痛感知和安慰剂反应潜在有价值且可量化的标志物。