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基于免疫疗法治疗犬高级别胶质瘤后差异基因表达的品种相关差异

Breed-Associated Differences in Differential Gene Expression Following Immunotherapy-Based Treatment of Canine High-Grade Glioma.

作者信息

Arnold Susan A, Low Walter C, Pluhar Grace Elizabeth

机构信息

Department of Veterinary Clinical Sciences, University of Minnesota, Saint Paul, MN 55108, USA.

Department of Neurosurgery, University of Minnesota, Minneapolis, MN 55455, USA.

出版信息

Animals (Basel). 2024 Dec 26;15(1):28. doi: 10.3390/ani15010028.

Abstract

Canine high-grade glioma (HGG) is among the deadliest and most treatment-resistant forms of canine cancer. Successful, widespread treatment is challenged by heterogeneity in tumor cells and the tumor microenvironment and tumor evolution following treatment. Immunotherapy is theoretically a strong novel therapy, since HGG-generated immunosuppression is a substantial malignancy mechanism. Immunotherapy has improved survival times overall, but has been associated with extremely poor outcomes in French bulldogs. Given this breed-specific observation, we hypothesized that within the French bulldog breed, there are key transcriptomic differences when compared to other breeds, and that their tumors change differently in response to immunotherapy. Using bulk RNA sequencing, French bulldog tumors were confirmed to differ substantially from boxer and Boston terrier tumors, with only 15.9% overlap in significant differentially expressed genes (DEGs). In upregulated DEGs, the magnitude of changes in expression post-treatment compared to pre-treatment was markedly greater in French bulldogs. Gene set enrichment analysis confirmed that following treatment, French bulldog tumors showed enrichment of key immune-associated pathways previously correlated with poor prognosis. Overall, this study confirmed that French bulldog HGG transcriptomes differ from boxer and Boston terrier transcriptomes, further refining description of the canine glioma transcriptome and providing important information to guide novel therapy development, both for specific dog breeds and for possible correlative variants of human glioblastoma.

摘要

犬类高级别胶质瘤(HGG)是犬类癌症中最致命且最难治疗的类型之一。肿瘤细胞、肿瘤微环境的异质性以及治疗后的肿瘤演变给成功且广泛的治疗带来了挑战。免疫疗法理论上是一种强大的新型疗法,因为HGG产生的免疫抑制是一种重要的恶性机制。免疫疗法总体上延长了生存期,但在法国斗牛犬中却与极差的治疗效果相关。鉴于这一特定品种的观察结果,我们推测在法国斗牛犬品种中,与其他品种相比存在关键的转录组差异,并且它们的肿瘤对免疫疗法的反应也有所不同。通过批量RNA测序,证实法国斗牛犬的肿瘤与拳师犬和波士顿梗犬的肿瘤有显著差异,在显著差异表达基因(DEG)中只有15.9%的重叠。在上调的DEG中,与治疗前相比,法国斗牛犬治疗后基因表达变化的幅度明显更大。基因集富集分析证实,治疗后,法国斗牛犬的肿瘤显示出先前与预后不良相关的关键免疫相关通路的富集。总体而言,本研究证实法国斗牛犬的HGG转录组与拳师犬和波士顿梗犬的转录组不同,进一步完善了犬类胶质瘤转录组的描述,并为指导新疗法的开发提供了重要信息,这对于特定犬种以及人类胶质母细胞瘤可能的相关变体都具有重要意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f346/11718890/db774aa62fca/animals-15-00028-g001.jpg

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