Tertiary Lymphoid Structures

三级淋巴结构
  • 文章类型: Journal Article
    三级淋巴结构(TLSs)是包含各种免疫细胞的二级淋巴器官的类似物。空间分布,TLS的成熟和组成对预后有不同的影响,TLS在胃腺癌(GA)中的作用尚未揭示。
    因此,我们通过分析来自公共数据库的大量RNA测序(RNA-seq)数据,评估了GA中TLS的预后价值,并在复旦大学上海癌症中心(FUSCC)队列的肿瘤样本中验证了我们的发现.空间分布,成熟,通过回顾H&E染色的切片和多重免疫荧光(mIF)染色来分析GA中TLS的组成。
    我们发现TLS,尤其是具有生发中心(GC)的TLS和位于侵入性边缘(IM)的TLS,与总生存期(OS)延长相关。第二,对公开RNA-seq数据的分析显示,高树突状细胞(DC)评分是TLS和GC评分高的GA患者的有利预后因素。在FUSCC队列中,DC-LAMP+DC在具有GC的IM-TLSs中显著富集,表明肿瘤免疫激活环境与DC丰度之间存在潜在的相关性。第三,与没有GC的TLS相比,IM-TLSs中FOXP3+CD8+Treg细胞的比例显著降低,PD1+CD20+B细胞的比例显著增加。
    我们的结果表明,TLS的空间排列和成熟显着影响预后,并表明TLS可能是组织病理学评估的新附加因素。
    UNASSIGNED: Tertiary lymphoid structures (TLSs) are analogues of secondary lymphoid organs that contain various immune cells. The spatial distribution, maturation and composition of TLSs have differential effects on prognosis, and the roles of TLSs in gastric adenocarcinoma (GA) have not been revealed.
    UNASSIGNED: Thus, we evaluated the prognostic value of TLSs in GA through analysis of bulk RNA sequencing(RNA-seq) data from public databases and validated our findings in tumour samples from the Fudan University Shanghai Cancer Center (FUSCC) cohort. The spatial distribution,maturation, and composition of TLSs in GA were analysed by reviewing H&E-stained sections and by multiplex immunofluorescence (mIF) staining.
    UNASSIGNED: We found that TLSs, especially TLSs with germinal centres (GCs) and TLSs located in the invasive margin (IM), were correlated with prolonged overall survival (OS). Second, analysis of public RNA-seq data showed that high dendritic cell (DC) scores were a favourable prognostic factor in GA patients with high scores for both TLSs and GCs. In the FUSCC cohort, DC-LAMP+ DCs weresignificantly enriched in IM-TLSs with GCs, suggesting a potential correlation between the tumour immune activation milieu and the DC abundance. Third, compared to that in TLSs without GCs, the proportion of FOXP3+CD8+ Treg cells was significantly decreased in IM-TLSs with GCs, and the percentage of PD1+CD20+ B cells was significantly increased in TLSs with GCs.
    UNASSIGNED: Our results demonstrate that the spatial arrangement and maturation of TLSs significantly affect prognosis and indicate that TLSs could be a new additional factor for histopathological evaluation.
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  • 文章类型: Journal Article
    三级淋巴结构(TLSs)是由于炎症或癌症而在非淋巴组织中出现的复杂淋巴细胞簇。具有增殖生发中心的成熟TLS与各种癌症的良好预后相关。然而,TLS成熟度对晚期结直肠癌(CRC)的影响尚待研究.我们分析了78例病理T4CRC患者手术切除的肿瘤中TLS成熟度和肿瘤Ki-67表达的意义。成熟TLS定义为具有Ki-67阳性增殖生发中心的T和B细胞的有组织浸润。我们分析了TLS成熟度与肿瘤内免疫细胞浸润之间的关系。成熟TLS伴生发中心Ki-67表达与微卫星不稳定性和生存率改善有关;在同一队列中,高肿瘤Ki-67表达与低生存率相关.多变量分析确定缺乏成熟的TLS是复发后总生存率差的独立预测因子。与缺乏TLS的肿瘤相比,具有成熟TLS的肿瘤中T淋巴细胞和巨噬细胞的瘤内浸润显着升高。高Ki-67水平和缺乏成熟TLS被确定为晚期CRC的不良预后因素。成熟的TLS可以作为CRC高风险患者的有希望的标志物。
    Tertiary lymphoid structures (TLSs) are complex lymphocyte clusters that arise in non-lymphoid tissues due to inflammation or cancer. A mature TLS with proliferating germinal centers is associated with a favorable prognosis in various cancers. However, the effect of TLS maturity on advanced colorectal cancer (CRC) remains unexplored. We analyzed the significance of TLS maturity and tumor Ki-67 expression in surgically resected tumors from 78 patients with pathological T4 CRC. Mature TLS was defined as the organized infiltration of T and B cells with Ki-67-positive proliferating germinal centers. We analyzed the relationship between TLS maturity and intratumoral immune cell infiltration. Mature TLS with germinal center Ki-67 expression was associated with microsatellite instability and improved survival; however, high tumor Ki-67 expression was associated with poor survival in the same cohort. Multivariate analysis identified the absence of mature TLS as an independent predictor of poor post-recurrence overall survival. Intratumoral infiltration of T lymphocytes and macrophages was significantly elevated in tumors with mature TLS compared to those lacking it. High Ki-67 levels and absent mature TLS were identified as poor prognostic factors in advanced CRC. Mature TLS could serve as a promising marker for patients at high-risk of CRC.
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  • 文章类型: Journal Article
    背景:我们研究了三级淋巴结构(TLS)作为阴茎鳞状细胞癌(SCC)预后标志物的可行性。
    方法:我们回顾性收集了83例阴茎鳞状细胞癌患者的资料。审查H&E染色的载玻片的TLS密度。此外,分析临床参数,使用Kaplan-Meier生存曲线评估这些参数对总生存期(OS)的预后价值,采用Cox多因素设计列线图分析评价影响因素的预后价值。
    结果:BMI,T,N,和M在有或没有三级淋巴样结构的存活曲线中都很重要。BMI,T,N,M和TLS用于构建阴茎鳞状细胞癌的预后模型,预测精度达到0.884(0.835-0.932)的一致性,决策共识达到0.581(0.508-0.655)。
    结论:TLS可能是阴茎鳞状细胞癌的积极预后因素,以及BMI的组合,T,N和M能更好地评价患者的预后。
    BACKGROUND: We investigated the feasibility of the tertiary lymphoid structure (TLS) as a prognostic marker for penile squamous cell carcinoma(SCC).
    METHODS: We retrospectively collected data from 83 patients with penile squamous cell carcinoma. H&E-stained slides were reviewed for TLS density. In addition, clinical parameters were analyzed, the prognostic value of these parameters on overall survival (OS) was evaluated using ‒ Kaplan-Meier survival curves, and the prognostic value of influencing factors was evaluated using Cox multifactor design nomogram analysis.
    RESULTS: BMI, T, N, and M are significant in the survival curve with or without tertiary lymphoid structure. BMI, T, N, M and TLS were used to construct a prognostic model for penile squamous cell carcinoma, and the prediction accuracy reached a consensus of 0.884(0.835-0.932), and the decision consensus reached 0.581(0.508-0.655).
    CONCLUSIONS: TLS may be a positive prognostic factor for penile squamous cell carcinoma, and the combination of BMI, T, N and M can better evaluate the prognosis of patients.
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  • 文章类型: Journal Article
    淋巴细胞连续归巢到淋巴结构的能力对于癌症免疫监视和免疫疗法是显著的。肿瘤微环境(TME)内的淋巴细胞归巢和再循环现在被理解为是由专门的细胞因子和粘附分子信号级联调节的适应性过程。限制性淋巴细胞浸润和再循环已成为导致癌症免疫疗法如嵌合抗原受体(CAR)-T细胞疗法和免疫检查点阻断(ICB)中应答不良的关键机制。揭示淋巴细胞在肿瘤浸润和循环中的动力学对于改善免疫疗法至关重要。在这次审查中,我们讨论了目前对参与淋巴细胞归巢和迁移的粘附和迁移分子的见解。还总结了TME内抑制淋巴细胞浸润的潜在机制。先进的这些,我们概述了肿瘤内三级淋巴结构(TLSs)形成的决定因素,对TLS作为恶性肿瘤治疗靶点的预后价值寄予厚望。
    The capacity of lymphocytes continuously home to lymphoid structures is remarkable for cancer immunosurveillance and immunotherapy. Lymphocyte homing and recirculation within the tumor microenvironment (TME) are now understood to be adaptive processes that are regulated by specialized cytokines and adhesion molecule signaling cascades. Restricted lymphocyte infiltration and recirculation have emerged as key mechanisms contributing to poor responses in cancer immunotherapies like chimeric antigen receptor (CAR)-T cell therapy and immune checkpoint blockades (ICBs). Uncovering the kinetics of lymphocytes in tumor infiltration and circulation is crucial for improving immunotherapies. In this review, we discuss the current insights into the adhesive and migrative molecules involved in lymphocyte homing and transmigration. The potential mechanisms within the TME that restrain lymphocyte infiltration are also summarized. Advanced on these, we outline the determinates for tertiary lymphoid structures (TLSs) formation within tumors, placing high expectations on the prognostic values of TLSs as therapeutic targets in malignancies.
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  • 文章类型: Journal Article
    背景:乳腺癌脑转移(BCBM)患者的生活质量迅速下降。最近,三级淋巴结构(TLSs),次级淋巴器官的类似物,引起了广泛的关注。然而,对BCBMs中TLS的潜在临床意义了解甚少。在这项研究中,我们评估了BCBM中TLS的密度和组成,并描述了其预后价值。
    方法:收集98例患者(2015-2021年)的临床病理数据。TLS进行了评估,并构建了TLS评分系统。使用Kaplan-Meier方法计算组间无进展生存期(PFS)和总生存期(OS)的差异。免疫组织化学和多重免疫荧光(mIF)用于评估TLS异质性。
    结果:在47例BCBM患者中发现了TLS。高TLS密度表明存活良好(OS,p=0.003;PFS,p<0.001)。在人表皮生长因子受体2型阳性亚型中,TLS与OS(p=0.0172)和PFS(p=0.0161)呈正相关,三阴性乳腺癌亚型的OS延长(p=0.0482)。mIF结果显示滤泡辅助性T细胞(Tfh)的百分比存在显着差异,M2巨噬细胞,细胞毒性T淋巴细胞,和CD8+TIM-3+T淋巴细胞之间的TLS评分0-3(细胞毒性T淋巴细胞,p=0.044;Tfh,p=0.021;M2巨噬细胞,p=0.033;CD8+TIM-3+T淋巴细胞,p=0.018)。此外,包含TLS评分和其他临床病理预测因子的新颖列线图显示了1年的突出可预测性,3年,和BCBMs的5年结局(曲线下面积>0.800)。
    结论:我们的结果强调了TLS丰度对BCBM患者OS和PFS的影响。此外,我们描述了TLS的免疫组成,并提出了新的列线图来预测BCBM患者的预后。
    BACKGROUND: Patients with breast cancer brain metastases (BCBM) experience a rapid decline in their quality of life. Recently, tertiary lymphoid structures (TLSs), analogs of secondary lymphoid organs, have attracted extensive attention. However, the potential clinical implications of TLSs in BCBMs are poorly understood. In this study, we evaluated the density and composition of TLSs in BCBMs and described their prognostic value.
    METHODS: Clinicopathological data were collected from 98 patients (2015-2021). TLSs were evaluated, and a TLS scoring system was constructed. Differences in progression-free survival (PFS) and overall survival (OS) between groups were calculated using the Kaplan-Meier method. Immunohistochemistry and multiplex immunofluorescence (mIF) were used to assess TLSs heterogeneity.
    RESULTS: TLSs were identified in 47 patients with BCBM. High TLSs density indicated favorable survival (OS, p=0.003; PFS, p<0.001). TLS was positively associated with OS (p=0.0172) and PFS (p=0.0161) in the human epidermal growth factor receptor type 2-positive subtype, and with prolonged OS (p=0.0482) in the triple-negative breast cancer subtype. The mIF results showed significant differences in the percentages of T follicular helper (Tfh) cells, M2 macrophages, cytotoxic T lymphocytes, and CD8+TIM-3+ T lymphocytes between the groups of TLS scores 0-3 (cytotoxic T lymphocytes, p=0.044; Tfh, p=0.021; M2 macrophages, p=0.033; CD8+TIM-3+ T lymphocytes, p=0.018). Furthermore, novel nomograms incorporating the TLS scores and other clinicopathological predictors demonstrated prominent predictability of the 1-year, 3-year, and 5-year outcomes of BCBMs (area under the curve >0.800).
    CONCLUSIONS: Our results highlight the impact of TLSs abundance on the OS and PFS of patients with BCBM. Additionally, we described the immune composition of TLSs and proposed novel nomograms to predict the prognosis of patients with BCBM.
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  • 文章类型: Journal Article
    背景:复发/转移性头颈部鳞状细胞癌(R/MHNSCC)通常对治疗选择有限的患者预后不良。虽然纳入免疫检查点抑制剂(ICIs)现在已成为护理标准,功效是可变的,只有一部分患者有反应。肿瘤微环境(TME)的复杂性和三级淋巴结构(TLS)的作用已成为免疫治疗反应的关键决定因素。
    方法:在本研究中,我们分析了两个独立收集的R/MHNSCC患者组织队列,以更好地了解TLS在ICIs应答中的作用.利用多组学方法,我们首先使用NanostringGeoMxDigitalSpatialProfiler进行了靶向蛋白质组学分析,以空间分辨率定量免疫相关蛋白质表达.这进一步通过TLS和生发中心(GC)的空间分辨全转录组分析来表征。使用AkoyaBiosciencesPhenocycloer融合平台进行TLS的更深层的单细胞解析蛋白质组学分析。
    结果:我们的蛋白质组学分析显示存在T淋巴细胞标志物,包括CD3,CD45和CD8,表达细胞和免疫检查点标志物PD-L1在对ICIs有反应的患者肿瘤区室内的上调,指示\'热肿瘤\'表型。我们还观察到了以CD40、CD68、CD11c、和CD163与抗原提呈标记HLA-DR的上调,对ICIs有反应的患者。TLS和GC的转录组分析发现与免疫调节相关的基因表达显著升高,不同的免疫细胞募集,和TLS结构内有效的干扰素反应。值得注意的是,发现TLS-肿瘤距离的分布在应答组之间存在显著差异(H=9.28,p=0.026).发现TLS与肿瘤细胞的接近度是ICI反应的关键指标,这意味着TLS位于远离肿瘤细胞的患者的预后较差。
    结论:该研究强调了TLS在调节R/MHNSCC中TME的免疫原性景观中的多方面作用,可能影响ICIs的疗效。空间分辨的多组学方法为ICI反应的潜在生物标志物提供了有价值的见解,并强调了在制定治疗策略和患者分层时分析TME复杂性的重要性。
    BACKGROUND: Recurrent/metastatic head and neck squamous cell carcinoma (R/M HNSCC) generally has a poor prognosis for patients with limited treatment options. While incorporating immune checkpoint inhibitors (ICIs) has now become the standard of care, the efficacy is variable, with only a subset of patients responding. The complexity of the tumor microenvironment (TME) and the role of tertiary lymphoid structures (TLS) have emerged as critical determinants for immunotherapeutic response.
    METHODS: In this study, we analyzed two independently collected R/M HNSCC patient tissue cohorts to better understand the role of TLS in response to ICIs. Utilizing a multi-omics approach, we first performed targeted proteomic profiling using the Nanostring GeoMx Digital Spatial Profiler to quantify immune-related protein expression with spatial resolution. This was further characterized by spatially resolved whole transcriptome profiling of TLSs and germinal centers (GCs). Deeper single-cell resolved proteomic profiling of the TLSs was performed using the Akoya Biosciences Phenocycler Fusion platform.
    RESULTS: Our proteomic analysis revealed the presence of T lymphocyte markers, including CD3, CD45, and CD8, expressing cells and upregulation of immune checkpoint marker PD-L1 within tumor compartments of patients responsive to ICIs, indicative of \'hot tumor\' phenotypes. We also observed the presence of antigen-presenting cells marked by expression of CD40, CD68, CD11c, and CD163 with upregulation of antigen-presentation marker HLA-DR, in patients responding to ICIs. Transcriptome analysis of TLS and GCs uncovered a marked elevation in the expression of genes related to immune modulation, diverse immune cell recruitment, and a potent interferon response within the TLS structure. Notably, the distribution of TLS-tumor distance was found to be significantly different across response groups (H = 9.28, p = 0.026). The proximity of TLSs to tumor cells was found to be a critical indicator of ICI response, implying that patients with TLSs located further from tumor cells have worse outcomes.
    CONCLUSIONS: The study underscores the multifaceted role of TLSs in modulating the immunogenic landscape of the TME in R/M HNSCC, likely influencing the efficacy of ICIs. Spatially resolved multi-omics approaches offer valuable insights into potential biomarkers for ICI response and highlight the importance of profiling the TME complexity when developing therapeutic strategies and patient stratification.
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  • 文章类型: Journal Article
    三级淋巴结构(TLS)代表在慢性炎症或肿瘤进展期间产生的免疫细胞的异位聚集。在癌症中,在接受免疫治疗的患者中,TLS通常与有益的临床结果相关。强调其预后和预测意义。成熟的TLS,以生发中心和T细胞和B细胞聚集区域为特征,被认为是激活和维持体液和细胞抗肿瘤免疫作用的主要位置。尽管它们具有公认的重要性,在癌症中驱动成熟TLS形成的机制及其对肿瘤内免疫反应的影响仍未被充分理解。因此,这篇综述旨在全面探讨结构组成,发展机制,成熟度影响因素,免疫功能,以及肿瘤微环境中成熟TLS的创新治疗策略。本文总结的研究为促进癌症患者TLS生成和成熟的治疗方法提供了新的见解和考虑因素。代表了未来癌症治疗的一个有希望的途径。
    Tertiary lymphoid structures (TLS) represent the ectopic aggregations of immune cells arising during chronic inflammation or tumor progression. In cancer, TLS are often associated with beneficial clinical outcomes in patients undergoing immunotherapy, underscoring their prognostic and predictive significance. Mature TLS, characterized by germinal centers and areas of T-cell and B-cell aggregation, are considered primary locations for activating and maintaining both humoral and cellular anti-tumor immune effects. Despite their recognized importance, the mechanisms driving the formation of mature TLS in cancer and their influence on the immune response within tumors remain insufficiently understood. Therefore, this review aims to comprehensively explore the structural composition, development mechanisms, maturity impact factors, immunological function, and innovative therapeutic strategies of mature TLS within the tumor microenvironment. The research summarized herein offers novel insights and considerations for therapeutic approaches to promote TLS generation and maturation in patients with cancer, representing a promising avenue for future cancer therapies.
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  • 文章类型: Journal Article
    免疫治疗在癌症中显示出实质性的进步,并在临床实践中得到广泛应用。已经提出了多种生物标志物来预测免疫疗法的疗效。但大多数预测能力较低。三级淋巴样结构(TLSs),多个淋巴细胞的聚集,已发现存在于各种肿瘤组织中。已显示TLS与患者预后和免疫治疗反应相关。本文综述了TLSs的特点和TLS形成的诱导因素,提供了有关TLS在预测不同癌症的免疫治疗反应中的作用的现有证据,最后强调了它们对新辅助免疫疗法疗效的预测潜力。
    Immunotherapy shows substantial advancement in cancer and is becoming widely used in clinical practice. A variety of biomarkers have been proposed to predict the efficacy of immunotherapy, but most of them have low predictive ability. Tertiary lymphoid structures (TLSs), the aggregation of multiple lymphocytes, have been found to exist in various tumor tissues. TLSs have been shown to correlate with patient prognosis and immunotherapy response. This review summarizes the characteristics of TLSs and the inducing factors of TLS formation, presents available evidence on the role of TLSs in predicting immunotherapy response in different cancers, and lastly emphasizes their predictive potential for neoadjuvant immunotherapy efficacy.
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  • 文章类型: Journal Article
    非小细胞肺癌(NSCLC)是一种常见的恶性肿瘤,其预后和治疗效果受多种因素的影响。一些研究发现,三级淋巴结构(TLSs)可能有助于癌症的预后和预测免疫治疗的疗效。TLS在NSCLC中的联合作用尚不清楚.我们访问了癌症基因组图谱(TCGA)和基因表达综合(GEO)数据库,以获得mRNA测序数据和临床信息作为TCGA队列,并使用我们自己的53例晚期非小细胞肺癌样本作为研究队列。通过病理组织切片将样品分为TLS+和TLS-组。TLS+组的患者有较好的OS(p=0.022),PFS(p=0.042),和DSS(p=0.004)在TCGA队列中,结果得到了研究队列的证实(PFS,p=0.012)。此外,我们的结果表明,TLS的数量和大小与免疫治疗的疗效密切相关.此外,TLS+组具有较好的免疫状态和较低的肿瘤突变负荷.在肿瘤微环境(TME)中,不同表型的CD4+T细胞和CD8+T细胞的表达水平与TLSs相关。总的来说,TLSs是晚期非小细胞肺癌患者生存和免疫治疗疗效的强预测因子。富含T细胞的TLS表明了一个更有序和活跃的免疫反应位点,这有助于免疫治疗在临床中的决策和应用。
    Non-small cell lung cancer (NSCLC) is a common malignancy whose prognosis and treatment outcome are influenced by many factors. Some studies have found that tertiary lymphoid structures (TLSs) in cancer may contribute to prognosis and the prediction of immunotherapy efficacy However, the combined role of TLSs in NSCLC remains unclear. We accessed The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases to obtain mRNA sequencing data and clinical information as the TCGA cohort, and used our own sample of 53 advanced NSCLC as a study cohort. The samples were divided into TLS+ and TLS- groups by pathological tissue sections. Patients of the TLS+ group had a better OS (p = 0.022), PFS (p = 0.042), and DSS (p = 0.004) in the TCGA cohort, and the results were confirmed by the study cohort (PFS, p = 0.012). Furthermore, our result showed that the count and size of TLSs are closely associated with the efficacy of immunotherapy. In addition, the TLS+ group was associated with better immune status and lower tumor mutation load. In the tumor microenvironment (TME), the expression levels of CD4+ T cells and CD8+ T cells of different phenotypes were associated with TLSs. Overall, TLSs are a strong predictor of survival and immunotherapeutic efficacy in advanced NSCLC, and T cell-rich TLSs suggest a more ordered and active immune response site, which aids in the decision-making and application of immunotherapy in the clinic.
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  • 文章类型: Meta-Analysis
    尽管许多研究报道了三级淋巴结构(TLS)与接受免疫检查点抑制剂(ICIs)治疗的癌症患者的临床结果之间的关联,仍然缺乏更新和更全面的荟萃分析。这项研究的主要目的是探索免疫治疗相关患者的预后生物标志物,通过分析三级淋巴结构(TLSs)与ICIs治疗的癌症患者的临床结果之间的关联,从而探讨其在ICIs治疗癌症患者中的预后价值。
    在PubMed进行了全面搜索,直到2024年2月,Embase,WebofScience,和Cochrane图书馆数据库,以确定相关研究,评估使用ICIs治疗的癌症患者三级淋巴结构与临床结局之间的关系。临床结果为总生存期(OS),无进展生存期(PFS),和客观反应率(ORR)。
    本荟萃分析纳入了13项研究,其中9项评估了TLS的预后价值。结果显示高水平的TLS预测显著延长的OS(合并HR=0.35,95%CI:0.24-0.53,p<0.001)和PFS(合并HR=0.47,95%CI:0.31-0.72,p<0.001),而使用ICIs治疗的癌症患者的ORR较低(合并OR=3.78,95%CI:2.26-6.33,p<0.001)。
    我们的结果表明,高水平的TLS可以预测使用ICIs治疗的癌症患者的良好预后,并有可能成为免疫治疗相关患者的预后生物标志物。
    UNASSIGNED: Although numerous studies have reported the association between tertiary lymphoid structures (TLSs) and clinical outcomes in cancer patients treated with immune checkpoint inhibitors (ICIs), there remains a lack of a newer and more comprehensive meta-analysis. The main objective of this study is to explore prognostic biomarkers in immunotherapy-related patients, through analyzing the associations between tertiary lymphoid structures (TLSs) and clinical outcomes in cancer patients treated with ICIs, so as to investigate their prognostic value in cancer patients treated with ICIs.
    UNASSIGNED: A comprehensive search was conducted until February 2024 across PubMed, Embase, Web of Science, and the Cochrane Library databases to identify relevant studies evaluating the association between tertiary lymphoid structures and clinical outcomes in cancer patients treated with ICIs. The clinical outcomes were overall survival (OS), progression-free survival (PFS), and objective response rate (ORR).
    UNASSIGNED: Thirteen studies were incorporated in this meta-analysis, among which nine evaluated the prognostic value of TLSs. The results showed the high levels of TLSs predicted a significantly prolonged OS (pooled HR = 0.35, 95% CI: 0.24-0.53, p < 0.001) and PFS (pooled HR = 0.47, 95% CI: 0.31-0.72, p < 0.001), while lower ORR (pooled OR = 3.78, 95% CI: 2.26-6.33, p < 0.001) in cancer patients treated with ICIs.
    UNASSIGNED: Our results indicated that high levels of TLSs could predict a favorable prognosis for cancer patients treated with ICIs and have the potential to become a prognostic biomarker of immunotherapy-related patients.
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