空间基因组学揭示胆固醇代谢是结直肠癌免疫治疗耐药的关键因素。

IF 3.5 3区 医学 Q2 ONCOLOGY
Frontiers in Oncology Pub Date : 2025-03-18 eCollection Date: 2025-01-01 DOI:10.3389/fonc.2025.1549237
Andrew J Kavran, Yulong Bai, Brian Rabe, Anna Kreshock, Andrew Fisher, Yelena Cheng, Anne Lewin, Chao Dai, Matthew J Meyer, Konstantinos J Mavrakis, Anna Lyubetskaya, Eugene Drokhlyansky
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引用次数: 0

摘要

免疫检查点抑制剂(ICIs)已经改变了多种癌症类型的治疗前景,为大量患者实现了持久的反应。尽管它们取得了成功,但许多患者仍然对ICIs没有反应,或者在治疗后不久就产生耐药性。我们试图确定与ICI结果相关的早期治疗特征。我们利用MC38同基因肿瘤模型,因为它对肿瘤内在异质性驱动的ICI治疗有不同的反应。ICI应答是根据免疫细胞浸润肿瘤的水平来评估的,这是ICI应答的一个公认的临床标志。我们使用空间转录组学在16个肿瘤中生成了48,636个转录组范围点的空间图谱;鉴于肿瘤难以分析,我们开发了一种增强的转录组捕获方案,产生高质量的空间数据。总的来说,我们确定了8个肿瘤细胞亚群(例如,增殖性,炎症性和血管化)和4个基质亚群(例如,免疫和成纤维细胞)。每个肿瘤具有正交组织学和大体积rna测序数据,用于验证和基准空间数据的观察结果。我们的空间图谱显示,肿瘤细胞胆固醇调节、合成和运输的增加与ICI反应的缺乏有关。相反,炎症和T细胞浸润与反应有关。我们进一步利用空间感知基因表达分析,证明肿瘤细胞的高胆固醇合成与细胞毒性CD8 T细胞排斥有关。最后,我们证明了大量rna测序能够检测应答的免疫相关因素,但缺乏检测胆固醇合成的敏感性,这是耐药性的一个特征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spatial genomics reveals cholesterol metabolism as a key factor in colorectal cancer immunotherapy resistance.

Immune checkpoint inhibitors (ICIs) have transformed the treatment landscape across multiple cancer types achieving durable responses for a significant number of patients. Despite their success, many patients still fail to respond to ICIs or develop resistance soon after treatment. We sought to identify early treatment features associated with ICI outcome. We leveraged the MC38 syngeneic tumor model because it has variable response to ICI therapy driven by tumor intrinsic heterogeneity. ICI response was assessed based on the level of immune cell infiltration into the tumor - a well-established clinical hallmark of ICI response. We generated a spatial atlas of 48,636 transcriptome-wide spots across 16 tumors using spatial transcriptomics; given the tumors were difficult to profile, we developed an enhanced transcriptome capture protocol yielding high quality spatial data. In total, we identified 8 tumor cell subsets (e.g., proliferative, inflamed, and vascularized) and 4 stroma subsets (e.g., immune and fibroblast). Each tumor had orthogonal histology and bulk-RNA sequencing data, which served to validate and benchmark observations from the spatial data. Our spatial atlas revealed that increased tumor cell cholesterol regulation, synthesis, and transport were associated with a lack of ICI response. Conversely, inflammation and T cell infiltration were associated with response. We further leveraged spatially aware gene expression analysis, to demonstrate that high cholesterol synthesis by tumor cells was associated with cytotoxic CD8 T cell exclusion. Finally, we demonstrate that bulk RNA-sequencing was able to detect immune correlates of response but lacked the sensitivity to detect cholesterol synthesis as a feature of resistance.

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来源期刊
Frontiers in Oncology
Frontiers in Oncology Biochemistry, Genetics and Molecular Biology-Cancer Research
CiteScore
6.20
自引率
10.60%
发文量
6641
审稿时长
14 weeks
期刊介绍: Cancer Imaging and Diagnosis is dedicated to the publication of results from clinical and research studies applied to cancer diagnosis and treatment. The section aims to publish studies from the entire field of cancer imaging: results from routine use of clinical imaging in both radiology and nuclear medicine, results from clinical trials, experimental molecular imaging in humans and small animals, research on new contrast agents in CT, MRI, ultrasound, publication of new technical applications and processing algorithms to improve the standardization of quantitative imaging and image guided interventions for the diagnosis and treatment of cancer.
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