原发性前列腺癌三级淋巴结构的定量和分子相关性。

IF 2.6 3区 医学 Q3 ENDOCRINOLOGY & METABOLISM Prostate Pub Date : 2024-06-01 Epub Date: 2024-03-27 DOI:10.1002/pros.24684
Mohammed Shahait, Alexander K Hakansson, Reba E Daniel, Kareem Hosny, Elai Davicioni, Seagle Yang Liu, Alex Sandberg, David I Lee, Priti Lal
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引用次数: 0

摘要

目的从形态学角度描述前列腺切除术标本中的三级淋巴结构(TLS),并将其与临床和转录组特征相关联:本研究共纳入了 72 例连续的完全送检前列腺癌根治术(RP)患者,并使用 Decipher 基因组分类器进行了测试。使用QuPath工具对图像进行人工标注,以表示肿瘤区域和每个TLS群。被肿瘤四面包围的淋巴细胞群被定义为肿瘤内 TLS(IT-TLS)。淋巴细胞群位于癌肿前缘,一端为前列腺假囊或良性实质组织,被定义为肿瘤周围 TLS(PT-TLS)。利用监督机器学习模型的分类算法来区分淋巴细胞和非淋巴细胞。研究人员对TLS的形成与265个基因表达特征之间的关联进行了检验:结果:TLS与原发肿瘤基因表达特征的总相关性大小适中(~0.35-0.5),其中几个HLA、T细胞和B细胞集群特征与TLS量化的各种指标呈正相关。另一方面,免疫抑制特征(Treg、MDSC)呈负相关。而巨噬细胞、NK 细胞和其他免疫细胞类型的特征则大多不相关。PT-TLS与MHC特征相关,而IT TLS与MHC和T细胞特征相关:结论:RP标本中的炎性细胞集群可在空间上分为PT TLS和IT TLS,每种都有其独特的肿瘤免疫微环境分子相关性。TLS的存在与MHC特征、T细胞和B细胞集群特征呈正相关,但与免疫抑制特征呈负相关。有一部分前列腺癌患者表现出强烈的炎症反应,需要在更大的群体中进行进一步鉴定。
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Quantification and molecular correlates of tertiary lymphoid structures in primary prostate cancer.

Objective: To morphologically describe tertiary lymphoid structures (TLS) in prostatectomy specimens and correlate them with clinical and transcriptomic features.

Methodology: A total of 72 consecutive cases of entirely submitted radical prostatectomy (RP) patients tested with the Decipher Genomic Classifier were included in the study. Images were manually annotated using QuPath tools to denote tumor regions and each cluster of TLS. Clusters of lymphocytes that were surrounded on all four sides by tumor were defined as intra-tumor TLS (IT-TLS). Clusters of lymphocytes at the leading edge of carcinoma with either the prostatic pseudocapsule or benign parenchyma at one end were defined as peri-tumor TLS (PT-TLS). A classification algorithm to distinguish lymphocytes from non-lymphocytic cells using a supervised machine learning model was used. The associations between TLS formation and 265 gene expression-based signatures were examined.

Results: The magnitude of total TLS correlations with primary tumor gene expression signatures was moderate (~0.35-0.5) with several HLA, T-cell and B-cell Cluster signatures, showing positive correlation with various metrics for quantification of TLS. On the other hand, immune suppressive signatures (Treg, MDSC) were negatively correlated. While signatures for macrophages, NK cells and other immune cell types were uncorrelated for the most part. PT-TLS was associated with MHC signatures while IT TLS correlated with MHC and T-cell signatures.

Conclusions: Clusters of inflammatory cells in the RP specimen can be divided spatially into PT TLS and IT-TLS, each with its unique molecular correlates of tumor immune microenvironment. The presence of TLS is positively correlated with MHC signatures, T- cell and B-cell cluster signatures but, negatively correlated with immune suppressive signatures. A subset of prostate cancer demonstrate a robust inflammatory response, and warrant further characterization in larger cohorts.

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来源期刊
Prostate
Prostate 医学-泌尿学与肾脏学
CiteScore
5.10
自引率
3.60%
发文量
180
审稿时长
1.5 months
期刊介绍: The Prostate is a peer-reviewed journal dedicated to original studies of this organ and the male accessory glands. It serves as an international medium for these studies, presenting comprehensive coverage of clinical, anatomic, embryologic, physiologic, endocrinologic, and biochemical studies.
期刊最新文献
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