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宫颈活检和细胞学的代谢组学分析鉴定了代表人类和微生物物种的蛋白质生物标志物。

Metaproteomic analysis from cervical biopsies and cytologies identifies proteinaceous biomarkers representing both human and microbial species.

机构信息

International Centre for Cancer Vaccine Science, University of Gdansk, Gdansk, Poland.

Research Centre for Applied Molecular Oncology, Masaryk Memorial Cancer Institute, 656 53, Brno, Czech Republic.

出版信息

Talanta. 2024 Oct 1;278:126460. doi: 10.1016/j.talanta.2024.126460. Epub 2024 Jun 22.

Abstract

The detection of HPV infection and microbial colonization in cervical lesions is currently done through PCR-based viral or bacterial DNA amplification. Our objective was to develop a methodology to expand the metaproteomic landscape of cervical disease and determine if protein biomarkers from both human and microbes could be detected in distinct cervical samples. This would lead to the development of multi-species proteomics, which includes protein-based lateral flow diagnostics that can define patterns of microbes and/or human proteins relevant to disease status. In this study, we collected both non-frozen tissue biopsy and exfoliative non-fixed cytology samples to assess the consistency of detecting human proteomic signatures between the cytology and biopsy samples. Our results show that proteomics using biopsies or cytologies can detect both human and microbial organisms. Across patients, Lumican and Galectin-1 were most highly expressed human proteins in the tissue biopsy, whilst IL-36 and IL-1RA were most highly expressed human proteins in the cytology. We also used mass spectrometry to assess microbial proteomes known to reside based on prior 16S rRNA gene signatures. Lactobacillus spp. was the most highly expressed proteome in patient samples and specific abundant Lactobacillus proteins were identified. These methodological approaches can be used in future metaproteomic clinical studies to interrogate the vaginal human and microbiome structure and metabolic diversity in cytologies or biopsies from the same patients who have pre-invasive cervical intraepithelial neoplasia, invasive cervical cancer, as well as in healthy controls to assess how human and pathogenic proteins may correlate with disease presence and severity.

摘要

目前,通过基于 PCR 的病毒或细菌 DNA 扩增来检测宫颈病变中的 HPV 感染和微生物定植。我们的目标是开发一种方法来扩展宫颈疾病的宏蛋白质组学图谱,并确定是否可以在不同的宫颈样本中检测到来自人类和微生物的蛋白质生物标志物。这将导致多物种蛋白质组学的发展,包括基于蛋白质的侧向流动诊断,可以定义与疾病状态相关的微生物和/或人类蛋白质的模式。在这项研究中,我们收集了非冷冻组织活检和非固定细胞学样本,以评估细胞学和活检样本之间检测人类蛋白质组特征的一致性。我们的结果表明,使用活检或细胞学的蛋白质组学可以检测到人类和微生物。在患者中,组织活检中表达最高的人类蛋白质是 Lumican 和 Galectin-1,而细胞学中表达最高的人类蛋白质是 IL-36 和 IL-1RA。我们还使用质谱法评估了先前基于 16S rRNA 基因特征确定存在的微生物蛋白质组。乳酸杆菌属是患者样本中表达最高的蛋白质组,并且鉴定出了特定的丰富的乳酸杆菌属蛋白质。这些方法学方法可用于未来的宏蛋白质组学临床研究中,以研究具有宫颈上皮内瘤变、浸润性宫颈癌以及健康对照的同一患者的细胞学或活检中的阴道人类和微生物组结构和代谢多样性,以评估人类和致病性蛋白质如何与疾病的存在和严重程度相关。

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