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暴露于重复性低强度爆炸的军事人员的独特代谢物特征

A Distinct Metabolite Signature in Military Personnel Exposed to Repetitive Low-Level Blasts.

作者信息

Miller Michael R, DiBattista Alicia, Patel Maitray A, Daley Mark, Tenn Catherine, Nakashima Ann, Rhind Shawn G, Vartanian Oshin, Shiu Maria Y, Caddy Norleen, Garrett Michelle, Saunders Doug, Smith Ingrid, Jetly Rakesh, Fraser Douglas D

机构信息

Lawson Health Research Institute, London, ON, Canada.

Department of Pediatrics, Western University, London, ON, Canada.

出版信息

Front Neurol. 2022 Apr 7;13:831792. doi: 10.3389/fneur.2022.831792. eCollection 2022.

Abstract

Military Breachers and Range Staff (MBRS) are subjected to repeated sub-concussive blasts, and they often report symptoms that are consistent with a mild traumatic brain injury (mTBI). Biomarkers of blast injury would potentially aid blast injury diagnosis, surveillance and avoidance. Our objective was to identify plasma metabolite biomarkers in military personnel that were exposed to repeated low-level or sub-concussive blast overpressure. A total of 37 military members were enrolled (18 MBRS and 19 controls), with MBRS having participated in 8-20 breaching courses per year, with a maximum exposure of 6 blasts per day. The two cohorts were similar except that the number of blast exposures were significantly higher in the MBRS, and the MBRS cohort suffered significantly more post-concussive symptoms and poorer health on assessment. Metabolomics profiling demonstrated significant differences between groups with 74% MBRS classification accuracy (CA). Feature reduction identified 6 metabolites that resulted in a MBRS CA of 98%, and included acetic acid (23.7%), formate (22.6%), creatine (14.8%), acetone (14.2%), methanol (12,7%), and glutamic acid (12.0%). All 6 metabolites were examined with individual receiver operating characteristic (ROC) curve analyses and demonstrated areas-under-the-curve (AUCs) of 0.82-0.91 ( ≤ 0.001) for MBRS status. Several parsimonious combinations of three metabolites increased accuracy of ROC curve analyses to AUCs of 1.00 ( < 0.001), while a combination of volatile organic compounds (VOCs; acetic acid, acetone and methanol) yielded an AUC of 0.98 ( < 0.001). Candidate biomarkers for chronic blast exposure were identified, and if validated in a larger cohort, may aid surveillance and care of military personnel. Future point-of-care screening could be developed that measures VOCs from breath, with definitive diagnoses confirmed with plasma metabolomics profiling.

摘要

军事爆破人员和靶场工作人员(MBRS)反复遭受次震荡性爆炸冲击,他们经常报告一些与轻度创伤性脑损伤(mTBI)相符的症状。爆炸损伤的生物标志物可能有助于爆炸损伤的诊断、监测和预防。我们的目标是识别暴露于反复低水平或次震荡性爆炸超压的军事人员血浆代谢物生物标志物。总共招募了37名军事人员(18名MBRS和19名对照),MBRS每年参加8 - 20次爆破课程,每天最多暴露于6次爆炸。除了MBRS的爆炸暴露次数显著更高,且在评估中MBRS队列遭受的震荡后症状明显更多、健康状况更差外,两个队列相似。代谢组学分析显示两组之间存在显著差异,MBRS分类准确率(CA)为74%。特征约简确定了6种代谢物,其MBRS CA为98%,包括乙酸(23.7%)、甲酸(22.6%)、肌酸(14.8%)、丙酮(14.2%)、甲醇(12.7%)和谷氨酸(12.0%)。对所有6种代谢物进行了个体受试者工作特征(ROC)曲线分析,结果显示MBRS状态的曲线下面积(AUC)为0.82 - 0.91(≤0.001)。三种代谢物的几种简约组合将ROC曲线分析的准确率提高到AUC为1.00(<0.001),而挥发性有机化合物(VOCs;乙酸、丙酮和甲醇)的组合产生的AUC为0.98(<0.001)。确定了慢性爆炸暴露的候选生物标志物,如果在更大的队列中得到验证,可能有助于军事人员的监测和护理。未来可以开发即时护理筛查方法,通过测量呼出气体中的VOCs,并通过血浆代谢组学分析来确诊。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba5c/9021419/a5d4df12ca4b/fneur-13-831792-g0001.jpg

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