Department of Physical Medicine and Rehabilitation, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, People's Republic of China.
School of Mechanical and Aerospace Engineering, Nanyang Technological University, 639798, Singapore.
Physiol Meas. 2020 Oct 6;41(9):095003. doi: 10.1088/1361-6579/abad13.
During voyages, seafarers experience psychological problems that act to decrease operational safety. Psychological problems in seafarers can lead to changes in functional brain networks. This study investigated the low-frequency brain effective connectivity (EC) in seafarers during voyages by using the coupling strength (CS) of functional near-infrared spectroscopy (fNIRS) imaging.
This study recruited 15 seafarers (seafarer group) working on a container ship and 15 healthy age-matched controls (control group). The EC was assessed using dynamic Bayesian inference (DBI) of the oxygenated hemoglobin concentration (delta HbO) as measured through a 14-channel fNIRS system. These channels covered the left and right prefrontal cortices (LPFC/RPFC), left and right motor cortices (LMC/RMC), and left and right occipital lobes (LOL/ROL).
The EC levels of LPFC to RMC (F = 4.239, p = 0.049), LPFC to ROL (F = 5.385, p = 0.028), LOL to RPFC (F = 11.128, p = 0.002), ROL to RPFC (F = 10.714, p = 0.003) and LMC to ROL (F= 6.136, p = 0.02) were significantly lower in the seafarer group than in the control group. Correlation analysis revealed that the patient health questionnaire-9 (PHQ-9) scores were positively correlated with the systolic blood pressure (SBP) values, delta HbO values and EC levels, respectively. Meanwhile, the correlation analysis revealed that the SBP values significantly positively correlated with the CS values.
Decreased EC levels may be a marker of psychological subhealth in seafarers. The approach combines fNIRS and PHQ-9 scores, providing a quantitative method for the assessment of mental health problems and further help with better rehabilitation designs in seafarers during voyages.
在航行过程中,海员会经历影响作业安全的心理问题。海员的心理问题可能导致大脑功能网络发生变化。本研究通过功能近红外光谱成像(fNIRS)测量的氧合血红蛋白浓度(deltaHbO)的耦合强度(CS),研究了航行中海员的低频大脑有效连接(EC)。
本研究招募了 15 名在集装箱船上工作的海员(海员组)和 15 名年龄匹配的健康对照组(对照组)。使用含氧血红蛋白浓度(deltaHbO)的动态贝叶斯推断(DBI)评估 EC,通过 14 通道 fNIRS 系统进行测量。这些通道覆盖左、右前额叶皮层(LPFC/RPFC)、左、右运动皮层(LMC/RMC)和左、右枕叶(LOL/ROL)。
海员组 LPFC 与 RMC(F=4.239,p=0.049)、LPFC 与 ROL(F=5.385,p=0.028)、LOL 与 RPFC(F=11.128,p=0.002)、ROL 与 RPFC(F=10.714,p=0.003)和 LMC 与 ROL(F=6.136,p=0.02)的 EC 水平明显低于对照组。相关分析显示,患者健康问卷-9(PHQ-9)评分与收缩压(SBP)值、deltaHbO 值和 EC 水平分别呈正相关。同时,相关分析显示 SBP 值与 CS 值呈显著正相关。
EC 水平降低可能是海员心理亚健康的标志。该方法结合了 fNIRS 和 PHQ-9 评分,为评估心理健康问题提供了一种定量方法,并有助于更好地设计航行中海员的康复方案。