School of Medical Technology, School of Medical Imaging, Tianjin Key Laboratory of Functional Imaging, The Province and Ministry Cosponsored Collaborative Innovation Center for Medical Epigenetics, Tianjin Medical University, Tianjin 300070, China; Department of Orthopedics Surgery, Tianjin Medical University General Hospital, Tianjin 300052, China.
Department of Molecular Imaging and Nuclear Medicine, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for China, Tianjin 300060, China.
Neuroimage. 2022 Oct 15;260:119436. doi: 10.1016/j.neuroimage.2022.119436. Epub 2022 Jul 3.
Pain is subjective and perceived differently in different people. However, individual differences in pain-elicited brain activations are largely overlooked and often discarded as noises. Here, we used a brain-activation-based individual identification procedure to investigate the uniqueness of the activation patterns within the whole brain or brain regions elicited by nociceptive (laser) and tactile (electrical) stimuli in each of 62 healthy participants. Specifically, brain activation patterns were used as "fingerprints" to identify each individual participant within and across sensory modalities, and individual identification accuracy was calculated to measure each individual's identifiability. We found that individual participants could be successfully identified using their brain activation patterns elicited by nociceptive stimuli, tactile stimuli, or even across modalities. However, different participants had different identifiability; importantly, the within-pain, but not within-touch or cross-modality, individual identifiability obtained from three brain regions (i.e., the left superior frontal gyrus, the middle temporal gyrus and the insular gyrus) were inversely correlated with the scores of Pain Vigilance and Awareness Questionnaire (i.e., how a person is alerted to pain) across participants. These results suggest that each individual has a unique pattern of brain responses to nociceptive stimuli which contains both modality-nonspecific and pain-specific information and may be associated with pain-related behaviors shaped by his/her own personal experiences and highlight the importance of a transition from group-level to individual-level characterization of brain activity in neuroimaging studies.
疼痛是主观的,不同人有不同的感受。然而,疼痛引起的大脑激活的个体差异在很大程度上被忽视了,往往被视为噪音。在这里,我们使用基于大脑激活的个体识别程序,研究了 62 名健康参与者在每个参与者中,由伤害性(激光)和触觉(电)刺激引起的全脑或脑区激活模式的独特性。具体来说,大脑激活模式被用作“指纹”,以识别每个参与者在感觉模态内和跨模态的身份,并且计算个体识别准确率以衡量每个参与者的可识别性。我们发现,可以使用参与者对伤害性刺激、触觉刺激甚至跨模态刺激产生的大脑激活模式来成功识别每个参与者。然而,不同的参与者具有不同的可识别性;重要的是,来自三个脑区(即左额上回、颞中回和脑岛)的疼痛内但非触觉内或跨模态内的个体可识别性与 Pain Vigilance and Awareness Questionnaire(即一个人对疼痛的警觉程度)的得分呈负相关。这些结果表明,每个人对伤害性刺激的大脑反应都有独特的模式,其中包含了非模态特异性和疼痛特异性信息,并且可能与个体的个人经历所塑造的疼痛相关行为有关,突出了在神经影像学研究中从群体水平到个体水平描述大脑活动的重要性。