Mapping the single cell spatial immune landscapes of the melanoma microenvironment

IF 4.2 3区 医学 Q2 ONCOLOGY Clinical & Experimental Metastasis Pub Date : 2024-01-13 DOI:10.1007/s10585-023-10252-4
Jamie Magrill, Dan Moldoveanu, Jiayao Gu, Mathieu Lajoie, Ian R Watson
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Abstract

Melanoma is a highly immunogenic malignancy with an elevated mutational burden, diffuse lymphocytic infiltration, and one of the highest response rates to immune checkpoint inhibitors (ICIs). However, over half of all late-stage patients treated with ICIs will either not respond or develop progressive disease. Spatial imaging technologies are being increasingly used to study the melanoma tumor microenvironment (TME). The goal of such studies is to understand the complex interplay between the stroma, melanoma cells, and immune cell-types as well as their association with treatment response. Investigators seeking a better understanding of the role of cell location within the TME and the importance of spatial expression of biomarkers are increasingly turning to highly multiplexed imaging approaches to more accurately measure immune infiltration as well as to quantify receptor-ligand interactions (such as PD-1 and PD-L1) and cell-cell contacts. CyTOF-IMC (Cytometry by Time of Flight - Imaging Mass Cytometry) has enabled high-dimensional profiling of melanomas, allowing researchers to identify complex cellular subpopulations and immune cell interactions with unprecedented resolution. Other spatial imaging technologies, such as multiplexed immunofluorescence and spatial transcriptomics, have revealed distinct patterns of immune cell infiltration, highlighting the importance of spatial relationships, and their impact in modulating immunotherapy responses. Overall, spatial imaging technologies are just beginning to transform our understanding of melanoma biology, providing new avenues for biomarker discovery and therapeutic development. These technologies hold great promise for advancing personalized medicine to improve patient outcomes in melanoma and other solid malignancies.

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绘制黑色素瘤微环境的单细胞空间免疫图谱
黑色素瘤是一种高免疫原性恶性肿瘤,具有突变负荷高、弥漫性淋巴细胞浸润等特点,是对免疫检查点抑制剂(ICIs)反应率最高的恶性肿瘤之一。然而,在所有接受 ICIs 治疗的晚期患者中,有一半以上的患者要么没有反应,要么病情进展。空间成像技术正越来越多地被用于研究黑色素瘤的肿瘤微环境(TME)。此类研究的目的是了解基质、黑色素瘤细胞和免疫细胞类型之间复杂的相互作用及其与治疗反应的关系。为了更好地了解细胞在TME中的位置作用以及生物标记物空间表达的重要性,研究人员越来越多地转向高度复用的成像方法,以更准确地测量免疫浸润以及量化受体配体相互作用(如PD-1和PD-L1)和细胞-细胞接触。CyTOF-IMC(飞行时间-成像质量细胞计数法)实现了对黑色素瘤的高维分析,使研究人员能够以前所未有的分辨率识别复杂的细胞亚群和免疫细胞的相互作用。其他空间成像技术,如多重免疫荧光和空间转录组学,揭示了免疫细胞浸润的独特模式,突出了空间关系的重要性及其对调节免疫疗法反应的影响。总之,空间成像技术刚刚开始改变我们对黑色素瘤生物学的认识,为生物标记物的发现和治疗方法的开发提供了新的途径。这些技术有望推动个性化医疗的发展,改善黑色素瘤和其他实体恶性肿瘤患者的预后。
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来源期刊
CiteScore
7.80
自引率
5.00%
发文量
55
审稿时长
12 months
期刊介绍: The Journal''s scope encompasses all aspects of metastasis research, whether laboratory-based, experimental or clinical and therapeutic. It covers such areas as molecular biology, pharmacology, tumor biology, and clinical cancer treatment (with all its subdivisions of surgery, chemotherapy and radio-therapy as well as pathology and epidemiology) insofar as these disciplines are concerned with the Journal''s core subject of metastasis formation, prevention and treatment.
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