Kamat Anil, Makled Basiel, Norfleet Jack, Schwaitzberg Steven D, Intes Xavier, De Suvranu, Dutta Anirban
Center for Modeling, Simulation and Imaging in Medicine, Rensselaer Polytechnic Institute, Troy, NY, USA.
US Army Futures Command, Combat Capabilities Development Command Soldier Center STTC, Orlando, FL, USA.
NPJ Sci Learn. 2022 Aug 25;7(1):19. doi: 10.1038/s41539-022-00138-7.
Virtual reality (VR) simulator has emerged as a laparoscopic surgical skill training tool that needs validation using brain-behavior analysis. Therefore, brain network and skilled behavior relationship were evaluated using functional near-infrared spectroscopy (fNIRS) from seven experienced right-handed surgeons and six right-handed medical students during the performance of Fundamentals of Laparoscopic Surgery (FLS) pattern of cutting tasks in a physical and a VR simulator. Multiple regression and path analysis (MRPA) found that the FLS performance score was statistically significantly related to the interregional directed functional connectivity from the right prefrontal cortex to the supplementary motor area with F (2, 114) = 9, p < 0.001, and R = 0.136. Additionally, a two-way multivariate analysis of variance (MANOVA) found a statistically significant effect of the simulator technology on the interregional directed functional connectivity from the right prefrontal cortex to the left primary motor cortex (F (1, 15) = 6.002, p = 0.027; partial η = 0.286) that can be related to differential right-lateralized executive control of attention. Then, MRPA found that the coefficient of variation (CoV) of the FLS performance score was statistically significantly associated with the CoV of the interregionally directed functional connectivity from the right primary motor cortex to the left primary motor cortex and the left primary motor cortex to the left prefrontal cortex with F (2, 22) = 3.912, p = 0.035, and R = 0.262. This highlighted the importance of the efference copy information from the motor cortices to the prefrontal cortex for postulated left-lateralized perceptual decision-making to reduce behavioral variability.
虚拟现实(VR)模拟器已成为一种腹腔镜手术技能训练工具,需要通过脑行为分析进行验证。因此,在实体模拟器和VR模拟器中执行腹腔镜手术基础(FLS)切割任务模式时,使用功能近红外光谱(fNIRS)对7名经验丰富的右利手外科医生和6名右利手医学生的脑网络与熟练行为关系进行了评估。多元回归和路径分析(MRPA)发现,FLS表现得分与从右侧前额叶皮质到辅助运动区的区域间定向功能连接在统计学上显著相关,F(2, 114)= 9,p < 0.001,R = 0.136。此外,双向多变量方差分析(MANOVA)发现,模拟器技术对从右侧前额叶皮质到左侧初级运动皮质的区域间定向功能连接有统计学上的显著影响(F(1, 15)= 6.002,p = 0.027;偏η = 0.286),这可能与注意力的右侧偏侧化执行控制差异有关。然后,MRPA发现,FLS表现得分的变异系数(CoV)与从右侧初级运动皮质到左侧初级运动皮质以及从左侧初级运动皮质到左侧前额叶皮质的区域间定向功能连接的CoV在统计学上显著相关,F(2, 22)= 3.912,p = 0.035,R = 0.262。这突出了运动皮质到前额叶皮质的传出副本信息对于假定的左侧偏侧化感知决策以减少行为变异性的重要性。