Spatial statistics infer structured immune signatures in primary prostate cancer.

IF 7.9 1区 医学 Q1 IMMUNOLOGY
Ali Amiryousefi, Jeremiah Wala, Jia-Ren Lin, Brian William Labadie, Aishwarya Atmakuri, Zoltan Maliga, Eamon Toye, Kiranj Chaudagar, Madeleine S Torcasso, Shannon Coy, Giuseppe Nicolo Fanelli, Brigette Kobs, Fabio Socciarelli, Andréanne Gagné, Eliezer M Van Allen, Akash Patnaik, Peter Sorger
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Abstract

The spatial arrangement of immune cells in the tumor microenvironment (TME) varies widely, from dispersed to clustered and tumor excluded to infiltrating. Multiplexed spatial profiling is an effective means of characterizing tumor-infiltrating lymphocytes (TILs) and immune complexes such as tertiary lymphoid structures (TLS) in the TME. However, few approaches have been described for objectively parametrizing patterns of immune organization and assessing their association with biological or clinical variables. This makes it difficult to evaluate whether a set of tumors is relatively immunologically cold or hot. Here we describe an intuitive set of statistical tools (available in the R package, tlsR) for characterizing lymphocyte patterns in the TME of solid cancers. We applied tlsR to primary prostate cancer (PCa), which is often described as immunologically 'cold'. Using a cohort of 29 radical prostatectomy specimens stratified into low Gleason-grade (LGG; n=15) and high Gleason-grades (HGG; n =14) we showed that HGG PCa is significantly more infiltrated than LGG PCa with lymphocytes organized into B cell or T cell enriched immune clusters (BICs and TICs). A subset of these ICs had the B and T cell zonation and follicular dendritic cells characteristic of a bona fide TLS. HGGs were also enriched with ICs containing precursor exhausted T cells (Tpex) and proliferating B cells and their tumor compartments harbor granzyme-B+ cytotoxic T cells in contact with cancer cells. Thus, far from being cold, a subset of HGG PCa has features associated with active immune surveillance, a finding with implications for emerging PCa immunotherapies.

空间统计推断原发性前列腺癌的结构性免疫特征。
免疫细胞在肿瘤微环境(tumor microenvironment, TME)中的空间分布差异很大,从分散到聚集,从肿瘤排斥到浸润。多路空间谱是表征肿瘤浸润淋巴细胞(til)和TME中三级淋巴结构(TLS)等免疫复合物的有效手段。然而,很少有方法被描述为客观地参数化免疫组织模式和评估其与生物学或临床变量的关联。这使得很难评估一组肿瘤在免疫上是相对冷的还是热的。在这里,我们描述了一套直观的统计工具(可在R包中,tlsR),用于表征实体癌TME中的淋巴细胞模式。我们将tlsR应用于原发性前列腺癌(PCa),这通常被描述为免疫学上的“冷”。通过将29例根治性前列腺切除术标本分层为低gleason分级(LGG, n=15)和高gleason分级(HGG, n= 14),我们发现HGG前列腺癌明显比LGG前列腺癌浸润更多,淋巴细胞组织成B细胞或T细胞富集免疫簇(bic和TICs)。这些ic的一个子集具有真正的TLS特征的B和T细胞分区和滤泡树突状细胞。HGGs还富含含有前体耗竭T细胞(Tpex)和增殖B细胞的ic,它们的肿瘤室中含有与癌细胞接触的颗粒酶-B+细胞毒性T细胞。因此,HGG PCa的一个子集远不是冷的,它具有与主动免疫监视相关的特征,这一发现对新兴的PCa免疫疗法具有重要意义。
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来源期刊
Cancer immunology research
Cancer immunology research ONCOLOGY-IMMUNOLOGY
CiteScore
15.60
自引率
1.00%
发文量
260
期刊介绍: Cancer Immunology Research publishes exceptional original articles showcasing significant breakthroughs across the spectrum of cancer immunology. From fundamental inquiries into host-tumor interactions to developmental therapeutics, early translational studies, and comprehensive analyses of late-stage clinical trials, the journal provides a comprehensive view of the discipline. In addition to original research, the journal features reviews and opinion pieces of broad significance, fostering cross-disciplinary collaboration within the cancer research community. Serving as a premier resource for immunology knowledge in cancer research, the journal drives deeper insights into the host-tumor relationship, potent cancer treatments, and enhanced clinical outcomes. Key areas of interest include endogenous antitumor immunity, tumor-promoting inflammation, cancer antigens, vaccines, antibodies, cellular therapy, cytokines, immune regulation, immune suppression, immunomodulatory effects of cancer treatment, emerging technologies, and insightful clinical investigations with immunological implications.
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