SERS分子病理诊断技术动态监测肝硬化大鼠组织成分变化及其与肠道菌群失衡的相关性研究
批准号:
82202624
项目类别:
青年科学基金项目(C类)
资助金额:
20.0 万元
负责人:
项松涛
依托单位:
学科分类:
检验医学研究新技术与新方法
结题年份:
2024
批准年份:
2022
项目状态:
已结题
项目参与者:
项松涛
中文摘要
为寻求快速、高效的病理检测新方法,我们基于表面增强拉曼散射(SERS)快速诊断、动态监测组织分子结构的优势,通过构建肝靶向SERS探针,监测了早期肝纤维化小鼠肝组织细胞中糖类、脂质等成分变化,提出了SERS分子病理诊断的概念。针对目前肠道微生态对肝病发生发展影响机制不明的现状,近期利用SERS分子病理诊断技术监测了早期肝硬化大鼠组织成分变化,发现toll样受体4在早期肝硬化中起重要作用;S1、S2期肝硬化大鼠的组织SERS图谱具有高度一致性且与正常对照组有显著性差异。肠道微生物组学分析结果与之高度吻合。据此,本项目拟采集完整肝硬化分期下大鼠肝组织的SERS图谱,辅以高通量测序,监测病变过程中肠道菌群失衡与SERS图谱的变化,结合传统病理检测、质谱分析、免疫组化等技术,并融合机器学习算法,深入解析“肠道菌群-SERS图谱-肝组织成分”之间相关性及因果关系,建立起肠道菌群与肝病全局监测新方法。
英文摘要
In order to seek a new method for rapid and efficient pathological detection, we constructed a liver-targeted SERS probe to monitor the liver of mice with early hepatic fibrosis based on the advantages of surface-enhanced Raman scattering (SERS) for rapid diagnosis and dynamic monitoring of tissue at the molecular level. The changes of carbohydrates, lipids and other components in cells of liver tissues were monitored, and the concept of SERS molecular pathological diagnosis has been put forward. In view of the current situation that the mechanism of intestinal microecology on the influence and development of liver disease is still unclear, SERS molecular pathological diagnosis technology was used to monitor the changes of tissue components in early-stage liver cirrhosis rats, and it was found that toll-like receptor 4 played an important role in early-stage liver cirrhosis The tissue SERS spectra of S1 and S2 cirrhotic rats were highly consistent and significantly different from that of the normal control group. The results of gut microbiome analysis were in good agreement with these observations. And then, we plan to collect the SERS spectra of rat liver tissues at whole liver cirrhosis stages, supplemented by high-throughput sequencing, to monitor the changes in intestinal flora imbalance and SERS spectra during the process of disease. Combined with traditional pathological detection, mass spectrometry analysis, Immunohistochemistry and other techniques, together with machine learning algorithms, the correlation and causal relationship between "intestinal flora-SERS spectra-liver tissue components" will be deeply analyzed, and a new method for global dynamic monitoring of intestinal flora and liver disease can be thus established.
表面增强拉曼散射(SERS)光谱作为拉曼检测技术的有力延伸,可以在分子水平上反映出细胞内、外各物质的细微变化,特别适用于肝硬化这种代偿期无明显症状的慢性肝病的检测。本研究将肠道微生物组学与SERS光谱有机结合,发现肠道微生物与表征肝细胞变化的SERS光谱之间存在强关联性,此研究策略有望用于肠道微生物种属识别与功能指认及SERS谱峰归属,进而解析肝硬化等慢性肝病的发生发展机制。.通过制备肝靶向金纳米颗粒二聚体( LTGNDs) SERS探针,以获取肝细胞丰富的SERS谱峰信号,动态监测了肝硬化进展过程中的肝细胞成分变化,结合传统病理检测、免疫组化等技术,并融合机器学习算法,提出了“SERS分子病理诊断技术”的新概念。同时,对肠道菌群16S rRNA测序结果进行了对比分析,监测并解析了肠道菌群的变化,进而通过冗余分析(RDA)建立了整个肝硬化病变过程中SERS图谱与肠道菌群的关系,得出了以下结论:.1.在金纳星肝靶向探针基础上改进得到的LTGNDs SERS探针具有较高的检测灵敏度、较好的测试重现性以及优异的生物安全性,且制备工艺稳定、可控,可满足肝组织成分变化的高效检测。.2. 从表征肝细胞变化的SERS图谱分析来看,在肝硬化早期(S1期),观察到肝细胞中碳水化合物和脂质的代谢异常,并激活了TLR4 (toll样受体4)从而引发免疫反应。磷脂氧化、内毒素和血清炎症因子则是肝硬化后期(S3、S4期)的主要观察结果。.3. 从肠道菌群的结构及生理功能来看,正常肝组织发展为肝硬化初期(S1期) 时主要表现为引起免疫反应的Clostridium_sensu_stricto_1及导致糖类、脂类代谢异常的Bifidobacterium发生明显改变,而在肝硬化中期S2至S3 期,导致炎症反应的Dubosiella及引起脂肪酸代谢紊乱的Romboutsia发生显著变化。.据此可知,肠道微生物与表征肝细胞变化的SERS光谱之间存在着非常密切的关系。SERS分子病理诊断与微生物组分析得到了很好的印证和互补。此研究不仅为肝硬化的临床诊治提供了一种有价值的方法,而且还有望促进“肠-肺轴”、“肠-皮轴”、“肠-脑轴”及其相关疾病的研究。
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