Neuroimaging, wearable sensors, and blood-based biomarkers reveal hyperacute changes in the brain after sub-concussive impacts

Q3 Engineering
Carissa Grijalva , Veronica A. Mullins , Bryce R. Michael , Dallin Hale , Lyndia Wu , Nima Toosizadeh , Floyd H. Chilton , Kaveh Laksari
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引用次数: 0

Abstract

Impacts in mixed martial arts (MMA) have been studied mainly in regard to the long-term effects of concussions. However, repetitive sub-concussive head impacts at the hyperacute phase (minutes after impact), are not understood. The head experiences rapid acceleration similar to a concussion, but without clinical symptoms. We utilize portable neuroimaging technology – transcranial Doppler (TCD) ultrasound and functional near infrared spectroscopy (fNIRS) – to estimate the extent of pre- and post-differences following contact and non-contact sparring sessions in nine MMA athletes. In addition, the extent of changes in neurofilament light (NfL) protein biomarker concentrations, and neurocognitive/balance parameters were determined following impacts. Athletes were instrumented with sensor-based mouth guards to record head kinematics. TCD and fNIRS results demonstrated significantly increased blood flow velocity (p = 0.01) as well as prefrontal (p = 0.01) and motor cortex (p = 0.04) oxygenation, only following the contact sparring sessions. This increase after contact was correlated with the cumulative angular acceleration experienced during impacts (p = 0.01). In addition, the NfL biomarker demonstrated positive correlations with angular acceleration (p = 0.03), and maximum principal and fiber strain (p = 0.01). On average athletes experienced 23.9 ± 2.9 g peak linear acceleration, 10.29 ± 1.1 rad/s peak angular velocity, and 1,502.3 ± 532.3 rad/s2 angular acceleration. Balance parameters were significantly increased following contact sparring for medial-lateral (ML) center of mass (COM) sway, and ML ankle angle (p = 0.01), illustrating worsened balance. These combined results reveal significant changes in brain hemodynamics and neurophysiological parameters that occur immediately after sub-concussive impacts and suggest that the physical impact to the head plays an important role in these changes.

Statement of significance

: Brain injuries sustained during sport participation have received much attention since it is a common occurrence among participants. Although protective technologies have been developed over the years, the mechanism of injury is still unclear. There is less focus on the repetitive exposure to sub-concussive impacts on the functional integrity of the brain. Sub-concussive impacts are defined as a lesser impact force resulting in acceleration of the head without symptoms of concussion. Diminished neurocognitive performance has been associated with increased sparring exposure in amateur MMA/boxers suggesting that repeated sub-concussive blows may be just as harmful. However, no one has studied the potential effect of repeated sub-concussive head impacts at the hyperacute level defined as within minutes after impact. We apply novel mobile sensing tools such as head impact sensors and portable neuroimaging devices that allow us to examine possible physiological effects taking place within minutes of sub-concussive impacts which are generally transient, and have not been captured before due to limitations with clinical imaging. Based on previous studies, we developed a protocol to test real-world sub-concussive head impact effects on cerebral blood flow and activation patterns and demonstrate that significant changes can be observed immediately after impacts occur, which could lead to improved monitoring and management of injury risk in sport participation.

神经成像、可穿戴传感器和基于血液的生物标志物揭示了亚震荡冲击后大脑的超急性变化
在综合格斗(MMA)的影响研究主要是关于脑震荡的长期影响。然而,在超急性期(撞击后几分钟),重复的次震荡头部撞击尚不清楚。头部经历类似脑震荡的快速加速,但没有临床症状。我们利用便携式神经成像技术-经颅多普勒(TCD)超声和功能性近红外光谱(fNIRS) -来估计9名MMA运动员在接触和非接触对打后的前后差异程度。此外,还测定了影响后神经丝光(NfL)蛋白生物标志物浓度和神经认知/平衡参数的变化程度。运动员使用基于传感器的口腔保护装置来记录头部运动学。TCD和fNIRS结果显示,只有在接触性陪练之后,血液流速(p = 0.01)以及前额叶(p = 0.01)和运动皮层(p = 0.04)的氧合才会显著增加。这种接触后的增加与碰撞过程中经历的累积角加速度相关(p = 0.01)。此外,NfL生物标志物与角加速度(p = 0.03)、最大principal和纤维应变(p = 0.01)呈正相关。运动员的平均线加速度峰值为23.9±2.9 g,角速度峰值为10.29±1.1 rad/s,角加速度峰值为1,502.3±532.3 rad/s2。接触训练后,平衡参数中外侧质心(ML)摇摆和踝关节角度显著增加(p = 0.01),表明平衡恶化。这些综合结果揭示了亚震荡冲击后立即发生的脑血流动力学和神经生理参数的显著变化,并表明对头部的物理冲击在这些变化中起重要作用。意义声明:在体育运动中持续的脑损伤受到了广泛的关注,因为它在参与者中很常见。尽管防护技术已发展多年,但其损伤机制仍不清楚。很少有人关注反复暴露于次震荡对大脑功能完整性的影响。次震荡冲击被定义为较小的冲击力导致头部加速而没有震荡症状。在业余综合格斗/拳击运动员中,神经认知能力的下降与增加的陪练次数有关,这表明反复的次震荡打击可能同样有害。然而,没有人研究过在撞击后几分钟内多次发生超急性水平的次震荡头部撞击的潜在影响。我们应用新颖的移动传感工具,如头部冲击传感器和便携式神经成像设备,使我们能够检查在几分钟内发生的可能的生理影响,这些影响通常是短暂的,由于临床成像的限制,以前没有被捕捉到。基于先前的研究,我们开发了一种方案来测试真实世界的亚震荡头部撞击对脑血流量和激活模式的影响,并证明在撞击发生后可以立即观察到显著的变化,这可能会改善运动参与中受伤风险的监测和管理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Brain multiphysics
Brain multiphysics Physics and Astronomy (General), Modelling and Simulation, Neuroscience (General), Biomedical Engineering
CiteScore
4.80
自引率
0.00%
发文量
0
审稿时长
68 days
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