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基于质谱成像技术评估原发性口腔癌及其淋巴结转移的分子肿瘤内异质性的预后价值。

Prognostic Value of Molecular Intratumor Heterogeneity in Primary Oral Cancer and Its Lymph Node Metastases Assessed by Mass Spectrometry Imaging.

机构信息

Maria Skłodowska-Curie National Research Institute of Oncology, Gliwice Branch, 44-102 Gliwice, Poland.

Clinical Research Support Centre, Medical University of Gdańsk, 80-210 Gdańsk, Poland.

出版信息

Molecules. 2022 Aug 25;27(17):5458. doi: 10.3390/molecules27175458.

Abstract

Different aspects of intra-tumor heterogeneity (ITH), which are associated with the development of cancer and its response to treatment, have postulated prognostic value. Here we searched for potential association between phenotypic ITH analyzed by mass spectrometry imaging (MSI) and prognosis of head and neck cancer. The study involved tissue specimens resected from 77 patients with locally advanced oral squamous cell carcinoma, including 37 patients where matched samples of primary tumor and synchronous lymph node metastases were analyzed. A 3-year follow-up was available for all patients which enabled their separation into two groups: with no evidence of disease (NED, = 41) and with progressive disease (PD, = 36). After on-tissue trypsin digestion, peptide maps of all cancer regions were segmented using an unsupervised approach to reveal their intrinsic heterogeneity. We found that intra-tumor similarity of spectra was higher in the PD group and diversity of clusters identified during image segmentation was higher in the NED group, which indicated a higher level of ITH in patients with more favorable outcomes. Signature of molecular components that correlated with long-term outcomes could be associated with proteins involved in the immune functions. Furthermore, a positive correlation between ITH and histopathological lymphocytic host response was observed. Hence, we proposed that a higher level of ITH revealed by MSI in cancers with a better prognosis could reflect the presence of heterotypic components of tumor microenvironment such as infiltrating immune cells enhancing the response to the treatment.

摘要

肿瘤内异质性(ITH)的不同方面与癌症的发展及其对治疗的反应有关,被认为具有预后价值。在这里,我们通过质谱成像(MSI)分析寻找肿瘤表型 ITH 与头颈部癌症预后之间的潜在关联。该研究涉及 77 例局部晚期口腔鳞状细胞癌患者的组织标本,其中包括 37 例对原发肿瘤和同步淋巴结转移的匹配样本进行分析。所有患者均有 3 年的随访结果,将其分为两组:无疾病证据(NED,n = 41)和进展性疾病(PD,n = 36)。对组织进行胰蛋白酶消化后,使用无监督方法对所有癌症区域的肽图谱进行分割,以揭示其内在的异质性。我们发现,PD 组的肿瘤内光谱相似度更高,而 NED 组在图像分割过程中识别的聚类多样性更高,这表明在预后更好的患者中,ITH 水平更高。与长期结果相关的分子成分特征可能与参与免疫功能的蛋白质有关。此外,还观察到 ITH 与组织病理学淋巴细胞宿主反应之间存在正相关。因此,我们提出,预后较好的癌症中通过 MSI 揭示的更高水平的 ITH 可能反映了肿瘤微环境的异质成分的存在,如浸润免疫细胞增强了对治疗的反应。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e804/9458238/f8b074fd10d5/molecules-27-05458-g001.jpg

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