Himmelreich Uwe, Accurso Richard, Malik Richard, Dolenko Brion, Somorjai Rajmund L, Gupta Rakesh K, Gomes Lavier, Mountford Carolyn E, Sorrell Tania C
Centre for Infectious Diseases and MicrobiologyUniversity of Sydney at Westmead Hospital, Room 3114, Level 3, ICPMR, Darcy Rd, Westmead, NSW 2145, Australia.
Radiology. 2005 Jul;236(1):261-70. doi: 10.1148/radiol.2361040869. Epub 2005 Jun 13.
To determine the feasibility of a statistical classification strategy (SCS) and the identity of metabolites of bacterial and host origins that potentially contributed to the most discriminatory regions of magnetic resonance (MR) spectra from Staphylococcus aureus abscesses of biopsy material from controls, gliomas, and staphylococcal abscesses.
Human and animal study received ethics committee approval, and informed patient consent was obtained. A rat model of S aureus brain abscess was developed. Histologic and microbiologic examination was performed to assess abscess development 3-4, 6-8, and 10-15 days after initiation. Metabolite profiles in pus (n = 62) and controls (n = 37) were characterized with ex vivo MR spectroscopy and compared with data from rat gliomas (n = 27). SCS, optimal region selection, and development of pairwise classifiers allowed MR spectra of abscesses (n = 42, day 6-8) to be distinguished from those of glioblastoma multiforme and controls. MR spectroscopy profiles of pus from animal abscesses were compared with in vivo MR spectra from patients with staphylococcal brain abscesses (n = 7, aged 6-67 years) and ex vivo pus MR spectra from patients with S aureus abscesses.
Histologically confirmed abscesses were present 6-8 days after stereotactic injection of S aureus in 42 of 47 rats (89%). MR spectra of abscesses and glioblastoma multiforme in the animal model were similar. Typical metabolites of abscesses due to anaerobe bacteria (acetate, succinate, amino acids) were not detectable in S aureus abscesses in rats or humans. MR spectroscopic findings from controls, abscesses, and gliomas were distinguished by means of SCS with an accuracy of 99%. Analysis of the most discriminatory regions with two-dimensional correlation spectra indicated that glutamine and/or glutamate and aspartate potentially contributed to successful classification.
S aureus is detectable in abscesses with a non-culture-based method in an animal model.
确定一种统计分类策略(SCS)的可行性,以及细菌和宿主来源的代谢物的特征,这些代谢物可能对来自对照组、胶质瘤和葡萄球菌脓肿活检材料的金黄色葡萄球菌脓肿磁共振(MR)光谱中最具鉴别性的区域有贡献。
人体和动物研究获得伦理委员会批准,并获得患者知情同意。建立了金黄色葡萄球菌脑脓肿大鼠模型。在开始后的3 - 4天、6 - 8天和10 - 15天进行组织学和微生物学检查,以评估脓肿的发展情况。用离体磁共振波谱对脓液(n = 62)和对照组(n = 37)中的代谢物谱进行表征,并与大鼠胶质瘤(n = 27)的数据进行比较。SCS、最佳区域选择和成对分类器的开发使得脓肿(n = 42,第6 - 8天)的磁共振波谱能够与多形性胶质母细胞瘤和对照组的波谱区分开来。将动物脓肿脓液的磁共振波谱与金黄色葡萄球菌脑脓肿患者(n = 7,年龄6 - 67岁)的体内磁共振波谱以及金黄色葡萄球菌脓肿患者的离体脓液磁共振波谱进行比较。
在47只大鼠中的42只(89%)立体定向注射金黄色葡萄球菌后6 - 8天出现组织学确诊的脓肿。动物模型中脓肿和多形性胶质母细胞瘤的磁共振波谱相似。在大鼠或人类的金黄色葡萄球菌脓肿中未检测到厌氧菌引起的脓肿的典型代谢物(乙酸盐、琥珀酸盐、氨基酸)。通过SCS区分对照组、脓肿和胶质瘤的磁共振波谱结果,准确率为99%。用二维相关光谱分析最具鉴别性的区域表明,谷氨酰胺和/或谷氨酸以及天冬氨酸可能有助于成功分类。
在动物模型中,可通过一种非培养方法在脓肿中检测到金黄色葡萄球菌。