Bharti Arora, Ajinkya Kulkarni, Andrea Markus M, Fernanda Ramos-Gomes, Hanibal Bohnenberger, Philipp Ströbel, Frauke Alves, Oliver Klein
Translational Molecular Imaging, Max-Planck-Institute for Multidisciplinary Sciences, Hermann Rein ‑Straße 3, 37075, Göttingen, Germany.
Institute of Pathology, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany.
Npj Imaging. 2024 Sep 23;2(1):35. doi: 10.1038/s44303-024-00041-3.
Colorectal cancer (CRC) remains a leading cause of cancer-related mortality worldwide, accentuated by its heterogeneity and complex tumour microenvironment (TME). The role of TME on tumour pathophysiology is pivotal, especially the influence of components of the extracellular matrix (ECM), such as collagen. We introduce a novel multimodal imaging strategy to unravel the complex spatial heterogeneity of CRC by integrating the imaging features from two-photon laser scanning microscopy (2PLSM) and histology with proteomics signatures from matrix-assisted laser desorption ionization-mass spectrometry imaging (MALDI MSI). Our study is the first to correlate the structural coherence of collagen fibres and the nuclei distribution profile of tumour tissue with the peptide signatures, offering insights into the proteomic landscape of CRC within regions of high nuclei distribution (HND), as well as chaotic and organised regions of collagen. We use this approach to distinguish the patient tissues originating from left-sided colorectal cancer (LSCC) and from right-sided colorectal cancer (RSCC). This discriminative signature highlights the role of high nuclei distribution and collagen architecture in tumour progression. Complementary m/z values of several proteins associated to components of ECM, such as plectin, vinculin, vimentin, and myosin, have shown differentially intensity distributions between LSCC and RSCC. Our findings demonstrate the potential of combining structural information with peptide features to identify molecular signatures in different tumour regions and retrieve new insights into CRC pathophysiology.
结直肠癌(CRC)仍然是全球癌症相关死亡的主要原因,其异质性和复杂的肿瘤微环境(TME)加剧了这一情况。TME在肿瘤病理生理学中的作用至关重要,尤其是细胞外基质(ECM)成分的影响,例如胶原蛋白。我们引入了一种新型的多模态成像策略,通过整合双光子激光扫描显微镜(2PLSM)和组织学的成像特征与基质辅助激光解吸电离质谱成像(MALDI MSI)的蛋白质组学特征,来揭示CRC复杂的空间异质性。我们的研究首次将胶原纤维的结构连贯性和肿瘤组织的细胞核分布轮廓与肽段特征相关联,为高细胞核分布(HND)区域以及胶原蛋白的无序和有序区域内的CRC蛋白质组景观提供了见解。我们使用这种方法来区分源自左侧结直肠癌(LSCC)和右侧结直肠癌(RSCC)的患者组织。这种区分性特征突出了高细胞核分布和胶原结构在肿瘤进展中的作用。与ECM成分相关的几种蛋白质的互补m/z值,如网蛋白、纽蛋白、波形蛋白和肌球蛋白,在LSCC和RSCC之间显示出不同的强度分布。我们的研究结果证明了将结构信息与肽段特征相结合以识别不同肿瘤区域分子特征并获取CRC病理生理学新见解的潜力。