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Machine Learning-enhanced Signature of Metastasis-related T Cell Marker Genes for Predicting Overall Survival in Malignant Melanoma. 机器学习增强型转移相关 T 细胞标记基因特征用于预测恶性黑色素瘤的总生存期
IF 3.2 4区 医学 Q3 IMMUNOLOGY Pub Date : 2024-11-07 DOI: 10.1097/CJI.0000000000000544
Chaoxin Fan, Yimeng Li, Aimin Jiang, Rui Zhao

In this study, we aimed to investigate disparities in the tumor immune microenvironment (TME) between primary and metastatic malignant melanoma (MM) using single-cell RNA sequencing (scRNA-seq) and to identify metastasis-related T cell marker genes (MRTMGs) for predicting patient survival using machine learning techniques. We identified 6 distinct T cell clusters in 10×scRNA-seq data utilizing the Uniform Manifold Approximation and Projection (UMAP) algorithm. Four machine learning algorithms highlighted SRGN, PMEL, GPR143, EIF4A2, and DSP as pivotal MRTMGs, forming the foundation of the MRTMGs signature. A high MRTMGs signature was found to be correlated with poorer overall survival (OS) and suppression of antitumor immunity in MM patients. We developed a nomogram that combines the MRTMGs signature with the T stage and N stage, which accurately predicts 1-year, 3-year, and 5-year OS probabilities. Furthermore, in an immunotherapy cohort, a high MRTMG signature was associated with an unfavorable response to anti-programmed death 1 (PD-1) therapy. In conclusion, primary and metastatic MM display distinct TME landscapes with different T cell subsets playing crucial roles in metastasis. The MRTMGs signature, established through machine learning, holds potential as a valuable biomarker for predicting the survival of MM patients and their response to anti-PD-1 therapy.

在这项研究中,我们旨在利用单细胞 RNA 测序(scRNA-seq)研究原发性和转移性恶性黑色素瘤(MM)之间肿瘤免疫微环境(TME)的差异,并利用机器学习技术识别转移相关的 T 细胞标记基因(MRTMGs)以预测患者的生存期。我们利用统一表层逼近和投影(UMAP)算法在10×scRNA-seq数据中确定了6个不同的T细胞群。四种机器学习算法强调 SRGN、PMEL、GPR143、EIF4A2 和 DSP 为关键的 MRTMGs,构成了 MRTMGs 特征的基础。研究发现,高MRTMGs特征与MM患者较差的总生存期(OS)和抗肿瘤免疫力抑制相关。我们开发了一种将MRTMGs特征与T分期和N分期相结合的提名图,可准确预测1年、3年和5年的OS概率。此外,在免疫疗法队列中,高MRTMGs特征与抗程序性死亡1(PD-1)疗法的不利反应相关。总之,原发性和转移性MM显示出不同的TME景观,不同的T细胞亚群在转移中发挥着关键作用。通过机器学习建立的MRTMGs特征有望成为预测MM患者生存率及其对抗PD-1疗法反应的重要生物标志物。
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引用次数: 0
Generation and Characterization of Ex Vivo Expanded Tumor-infiltrating Lymphocytes From Renal Cell Carcinoma Tumors for Adoptive Cell Therapy. 用于采用细胞疗法的肾细胞癌瘤体外扩增肿瘤浸润淋巴细胞的生成与特征描述
IF 3.2 4区 医学 Q3 IMMUNOLOGY Pub Date : 2024-11-01 Epub Date: 2024-07-15 DOI: 10.1097/CJI.0000000000000533
David J Einstein, Brian Halbert, Thomas Denize, Sayed Matar, Destiny J West, Mamta Gupta, Emanuelle Andrianopoulos, Virginia Seery, Courtney Herman, Kenneth Onimus, Adrian Wells, Brittany Bunch, Sabina Signoretti, Arvind Natarajan, Anand Veerapathran, David F McDermott

Autologous therapeutic tumor-infiltrating lymphocyte (TIL) therapy is a promising strategy to enhance antitumor immunity. Optimization of ex vivo TIL expansion could expand current immunotherapy options. Previous attempts to generate TIL in renal cell carcinoma (RCC) have been technically challenging. We applied a second-generation manufacturing process, currently used to generate the melanoma TIL product lifileucel, in RCC. Resected primary and metastatic RCC samples were processed using the Gen 2 manufacturing process comprising of pre-Rapid Expansion Protocol (pre-REP) and REP steps. We assessed REP TILs for viability and performed phenotypic and functional characterization. We correlated the tumor immune microenvironment (TIME) with successful TIL expansion. Eight of 11 RCC samples underwent successful REP. Three failed cases demonstrated low CD8/FoxP3 ratio and high expression of PD-1 within FoxP3 cells. Expression of exhaustion markers differed between the TIME and expanded TILs; the latter had a TIM3-high/PD-1-low phenotype but retained functional capacity comparable to lifileucel. The Gen 2 manufacturing process used for lifileucel successfully expanded functional TILs from RCC samples, enabling further study in a clinical trial. TIME features such as low CD8/FoxP3 ratio and high PD-1 expression within FoxP3 cells warrant study as potential biomarkers of successful TIL expansion.

自体治疗性肿瘤浸润淋巴细胞(TIL)疗法是一种很有前景的增强抗肿瘤免疫力的策略。优化体内外TIL扩增可扩大目前的免疫疗法选择。以前在肾细胞癌(RCC)中生成 TIL 的尝试在技术上具有挑战性。我们在 RCC 中应用了目前用于生成黑色素瘤 TIL 产品 lifileucel 的第二代生产工艺。切除的原发性和转移性RCC样本采用第二代生产工艺进行处理,该工艺包括快速扩增前协议(pre-REP)和REP步骤。我们评估了 REP TILs 的存活率,并进行了表型和功能表征。我们将肿瘤免疫微环境(TIME)与 TIL 的成功扩增联系起来。11 份 RCC 样本中有 8 份成功进行了 REP。三个失败病例的 CD8/FoxP3 比率较低,FoxP3 细胞内 PD-1 表达较高。TIME和扩增的TIL的衰竭标志物表达不同;后者的表型为TIM3-高/PD-1-低,但保留了与lifileucel相当的功能能力。用于lifileucel的第2代生产工艺成功地从RCC样本中扩增出了功能性TIL,从而可以在临床试验中进行进一步研究。CD8/FoxP3比率低和FoxP3细胞中PD-1表达高等TIME特征值得作为TIL成功扩增的潜在生物标志物进行研究。
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引用次数: 0
Blood Tumor Mutational Burden Alone Is Not a Good Predictive Biomarker for Response to Immune Checkpoint Inhibitors in Patients With Gastrointestinal Tumors. 仅凭血液肿瘤突变负荷不能很好地预测胃肠道肿瘤患者对免疫检查点抑制剂反应的生物标志物
IF 3.2 4区 医学 Q3 IMMUNOLOGY Pub Date : 2024-11-01 Epub Date: 2024-07-16 DOI: 10.1097/CJI.0000000000000532
James Yu, Robin Park, Ruoyu Miao, Iman Imanirad, Moazzam Shahzad, Jose M Laborde, Todd C Knepper, Christine M Walko, Richard Kim

There has been a controversy about the predictive value of tissue-TMB-H for immune checkpoint inhibitors (ICIs) with limited data regarding blood-TMB (bTMB) in GI tumors. We aim to evaluate the predictive value of bTMB compared with MSI-H in GI tumors. Patients with unresectable/metastatic GI cancer, harboring either MSS with bTMB-H (≥10 mut/Mb) or dMMR/MSI-H who received ICI were included. We compared ICIs' efficacy between MSS-bTMB-H (N=45) versus MSI-H (N=50) in GI tumors. Ninety-five patients were identified with the majority having colorectal (49.5%) or esophagogastric (34.7%) cancers. MSS-bTMB-H group had more esophagogastric cancer and later-line ICI recipients, with no significant differences in other known prognostic variables. At a median follow-up of 9.4 months, MSI-H group showed superior ORR (58.0% vs. 26.7%), DCR (84.0% vs. 42.2%), DoR (not-reached vs. 7.6 mo), PFS (22.5 vs. 3.8 mo), and OS (Not-reached vs. 10.1 mo) compared with MSS-bTMB-H. Multivariable analysis showed that MSI-H was an independent favorable factor over MSS-bTMB-H for PFS (HR=0.31, CI 0.15-0.63, P =0.001) and OS (HR=0.33, CI 0.14-0.80, P =0.014). MSI-H group showed favorable outcomes compared with MSS-bTMB-16+ (ORR: 58.0% vs. 26.9%; DCR: 84.0% vs. 42.3%; PFS:22.5 vs. 4.0 mo) and MSS-bTMB-20+ (ORR: 58.0% vs. 31.6%; DCR: 84.0% vs. 42.1%; PFS:22.5 vs. 3.2 mo). There was no difference between MSS-bTMB10-15 compared with MSS-bTMB-16+ in ORR, DCR, and PFS, or between MSS-bTMB10-19 compared with MSS-bTMB20+. Regardless of bTMB cutoff at 10, 16, or 20, bTMB-H did not appear to be a predictive biomarker in MSS GI tumors in this retrospective analysis.

组织TMB-H对免疫检查点抑制剂(ICIs)的预测价值一直存在争议,而有关消化道肿瘤血液TMB(bTMB)的数据却很有限。我们旨在评估 bTMB 与 MSI-H 相比在消化道肿瘤中的预测价值。我们纳入了接受 ICI 的不可切除/转移性消化道癌症患者,这些患者携带有 bTMB-H(≥10 突变/Mb)的 MSS 或 dMMR/MSI-H。我们比较了消化道肿瘤中MSS-bTMB-H(45例)与MSI-H(50例)的ICI疗效。结果发现,95 名患者大部分患有结直肠癌(49.5%)或食管胃癌(34.7%)。MSS-bTMB-H组食管胃癌患者较多,接受 ICI 治疗的时间也较晚,其他已知预后变量无明显差异。在中位随访9.4个月时,MSI-H组的ORR(58.0% vs. 26.7%)、DCR(84.0% vs. 42.2%)、DoR(未达到 vs. 7.6个月)、PFS(22.5 vs. 3.8个月)和OS(未达到 vs. 10.1个月)均优于MSS-bTMB-H组。多变量分析显示,与MSS-bTMB-H相比,MSI-H是PFS(HR=0.31,CI 0.15-0.63,P=0.001)和OS(HR=0.33,CI 0.14-0.80,P=0.014)的独立有利因素。与MSS-bTMB-16+(ORR:58.0% vs. 26.9%;DCR:84.0% vs. 42.3%;PFS:22.5月 vs. 4.0月)和MSS-bTMB-20+(ORR:58.0% vs. 31.6%;DCR:84.0% vs. 42.1%;PFS:22.5月 vs. 3.2月)相比,MSI-H组显示出良好的结果。在ORR、DCR和PFS方面,MSS-bTMB10-15与MSS-bTMB-16+相比没有差异,MSS-bTMB10-19与MSS-bTMB20+相比也没有差异。在这项回顾性分析中,无论 bTMB 临界值是 10、16 还是 20,bTMB-H 似乎都不是 MSS 消化道肿瘤的预测性生物标志物。
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引用次数: 0
Gene and Protein Expression of MAGE and Associated Immune Landscape Elements in Non-Small-Cell Lung Carcinoma and Urothelial Carcinomas. 非小细胞肺癌和尿道癌中 MAGE 及相关免疫景观元素的基因和蛋白表达
IF 3.2 4区 医学 Q3 IMMUNOLOGY Pub Date : 2024-11-01 Epub Date: 2024-08-22 DOI: 10.1097/CJI.0000000000000538
Izak Faiena, Sabina Adhikary, Colleen Schweitzer, Stephanie H Astrow, Tristan Grogan, Samuel A Funt, Adrian Bot, Tanya Dorff, Jonathan E Rosenberg, David A Elashoff, Allan J Pantuck, Alexandra Drakaki

Melanoma-associated antigen-A (MAGE-A) is expressed in multiple cancers with restricted expression in normal tissue. We sought to assess the MAGE-A3/A6 expression profile as well as immune landscape in urothelial (UC) and non-small cell lung carcinoma (NSCLC). We also assessed co-expression of immune-associated markers, including programmed cell death ligand 1 (PD-L1) in tumor and/or immune cells, and assessed the effect of checkpoint inhibitor treatment on these markers in the context of urothelial carcinoma. We used formalin-fixed paraffin-embedded (FFPE) tissue sections from a variety of tumor types were screened by IHC for MAGE-A and PD-L1 expression. Gene expression analyses by RNA sequencing were performed on RNA extracted from serial tissue sections. UC tumor samples from patients treated with checkpoint inhibitors were assessed by IHC and NanoString gene expression analysis for MAGE-A and immune marker expression before and after treatment. Overall, 84 samples (57%) had any detectable MAGE-A expression. Detectable MAGE-A expression was present at similar frequencies in both tumor tissue types, with 41 (50%) NSCLC and 43 (64%) UC. MAGE-A expression was not significantly changed before and after checkpoint inhibitor therapy by both IHC and NanoString mRNA sequencing. Other immune markers were similarly unchanged post immune checkpoint inhibitor therapy. Stable expression of MAGE-A3/A6 pre and post checkpoint inhibitor treatment indicates that archival specimens harvested after checkpoint therapy are applicable to screening potential candidates for MAGE therapies.

黑色素瘤相关抗原-A(MAGE-A)在多种癌症中均有表达,但在正常组织中表达有限。我们试图评估 MAGE-A3/A6 的表达情况以及尿路上皮癌(UC)和非小细胞肺癌(NSCLC)的免疫状况。我们还评估了免疫相关标记物的共同表达,包括肿瘤和/或免疫细胞中的程序性细胞死亡配体 1 (PD-L1),并评估了检查点抑制剂治疗对这些标记物在尿路癌中的影响。我们使用福尔马林固定石蜡包埋(FFPE)的组织切片,通过 IHC 检测 MAGE-A 和 PD-L1 的表达。从连续组织切片中提取的 RNA 通过 RNA 测序进行了基因表达分析。通过 IHC 和 NanoString 基因表达分析评估了接受检查点抑制剂治疗的 UC 肿瘤样本在治疗前后的 MAGE-A 和免疫标记物表达情况。总体而言,84 份样本(57%)有可检测到的 MAGE-A 表达。可检测到的 MAGE-A 表达在两种肿瘤组织类型中出现的频率相似,NSCLC 为 41 例(50%),UC 为 43 例(64%)。通过IHC和NanoString mRNA测序,MAGE-A的表达在检查点抑制剂治疗前后没有明显变化。其他免疫标记物在免疫检查点抑制剂治疗后同样没有变化。MAGE-A3/A6在检查点抑制剂治疗前后的稳定表达表明,检查点治疗后采集的档案标本适用于筛选潜在的MAGE疗法候选者。
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引用次数: 0
Intersecting Blood Cytokines With Cholesterol Parameters to Profile Patients With Advanced Solid Tumors Receiving Immune Checkpoint Inhibitors. 通过血液细胞因子与胆固醇参数的交叉分析,对接受免疫检查点抑制剂治疗的晚期实体瘤患者进行特征描述。
IF 3.2 4区 医学 Q3 IMMUNOLOGY Pub Date : 2024-11-01 Epub Date: 2024-07-11 DOI: 10.1097/CJI.0000000000000534
Giulia Mazzaschi, Fabiana Perrone, Giuseppe Maglietta, Elda Favari, Michela Verzè, Monica Pluchino, Roberta Minari, Federica Pecci, Letizia Gnetti, Nicoletta Campanini, Enrico Maria Silini, Massimo De Filippo, Michele Maffezzoli, Giulia Claire Giudice, Irene Testi, Marcello Tiseo, Federico Quaini, Sebastiano Buti

The study investigated the relationship between serum proinflammatory cytokine levels, cholesterol metabolism, and clinical outcome in cancer patients undergoing immune checkpoint inhibitors (ICIs). Peripheral blood was collected before therapy from ICI-treated advanced cancer patients. We retrospectively assessed plasma total cholesterol (TC), ABCA1- and ABCG1-mediated cholesterol efflux (CE), passive diffusion (PD), cholesterol loading capacity (CLC), and serum IL-6, IL-10, and TNF-α. The association between blood cholesterol parameters and inflammatory cytokines and their effect on overall survival (OS), progression-free survival (PFS), and clinical benefit (CB) from ICIs were statistically assessed. Among 70 consecutively enrolled patients (nonsmall cell lung cancer: 94%; renal cell carcinoma: 6%), TC, CLC, and cholesterol PD resulted significantly higher in IL-6 low and IL-10 low cases ( P <0.05), whereas ABCA1-mediated CE was increased in IL-10 high patients ( P =0.018). Uni- and multivariable analysis revealed meaningfully longer OS and PFS in IL-6 low (HR 2.13 and 2.97, respectively) and IL-10 low (HR 3.17 and 2.62) groups. At univariate analysis all cholesterol-related indices significantly correlated with OS and PFS, whereas at multivariate only high PD was validated as a protection factor (OS, HR 0.75; PFS, HR 0.84). Finally, uni- and multivariable showed a statistically significant inverse association of CB with ABCG1-CE (OR 0.62), as with IL-6 (OR 0.13) and IL-10 (OR 0.10). In-depth characterization of the interplay between blood cholesterol metabolism and immune-inflammatory cytokines might provide novel insights into the complex relationship among cancer, inflammation, lipids profile, and response to immunotherapy.

该研究调查了接受免疫检查点抑制剂(ICIs)治疗的癌症患者的血清促炎细胞因子水平、胆固醇代谢与临床结果之间的关系。我们在接受 ICI 治疗的晚期癌症患者治疗前采集了他们的外周血。我们对血浆总胆固醇(TC)、ABCA1和ABCG1介导的胆固醇外流(CE)、被动扩散(PD)、胆固醇负荷能力(CLC)以及血清IL-6、IL-10和TNF-α进行了回顾性评估。对血液胆固醇参数和炎症细胞因子之间的关联及其对总生存期(OS)、无进展生存期(PFS)和 ICIs 临床获益(CB)的影响进行了统计评估。在 70 名连续入组的患者(非小细胞肺癌:94%;肾细胞癌:6%)中,IL-6 低和 IL-10 低病例的 TC、CLC 和胆固醇 PD 显著较高(P<0.05)。
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引用次数: 0
Brief Communication: Treatment Outcomes for Advanced Melanoma of Unknown Primary Compared With Melanoma With Known Primary. 简讯:原发灶不明的晚期黑色素瘤与已知原发灶黑色素瘤的治疗效果比较。
IF 3.2 4区 医学 Q3 IMMUNOLOGY Pub Date : 2024-11-01 Epub Date: 2024-08-29 DOI: 10.1097/CJI.0000000000000537
Oana-Diana Persa, Jessical Cecile Hassel, Theresa Steeb, Michael Erdmann, Bita Karimi, Henner Stege, Kai Christian Klespe, Kerstin Schatton, Dirk Tomsitz, Albert Rübben, Alexander Thiem, Carola Berking, Tilo Biedermann

Summary: Most patients with advanced melanomas have a known primary site [melanoma of known primary (MKP)]. However, 2%-9% of patients are diagnosed with melanoma metastasis of unknown primary (MUP). As MUP and MKP have similar UV-induced mutations and molecular signatures, it is proposed that the primary tumor has regressed completely in patients with MUP. As regression of the primary tumor could be indicative of enhanced recognition of melanoma antigens, we hypothesize that patients with advanced MUP have a better outcome compared with MKP.Patients with advanced MUP from 10 German university hospitals were retrospectively analyzed and matched with MKP based on the type of systemic treatment (BRAF and MEK inhibitors, PD-1 inhibitor monotherapy, combined CTLA-4 and PD-1 inhibitor therapy) therapy line (first or second line) and AJCC stage (IIIC, IV M1a-M1d). Three hundred thirty-seven patients with MUP were identified, and 152 treatments with PD-1 and CTLA-4 inhibitors, 142 treatments with PD-1 inhibitors, and 101 treatments with BRAF and MEK inhibitors were evaluated. Median time to treatment failure was significantly prolonged in patients with MUP treated with PD-1 monotherapy (17 mo, 95% CI: 9-25, P = 0.002) compared with MKP (5 mo, 95% CI: 3.4-6.6), as well as in MUP treated with combined PD-1 and CTLA-4 therapy (11 mo, 95% CI: 4.5-17.5, P < 0.0001) compared with MKP (4 mo, 95% CI: 2.9-5.1) Occurrence of immune-related adverse events and time to treatment failure for patients with BRAF and MEK inhibitors was similar in MKP and MUP. In our multicentre collective, patients with MUP have better outcomes under immunotherapy compared with MKP.

摘要:大多数晚期黑色素瘤患者的原发部位是已知的[已知原发黑色素瘤(MKP)]。然而,2%-9%的患者被诊断为原发部位不明的黑色素瘤转移(MUP)。由于 MUP 和 MKP 具有相似的紫外线诱导突变和分子特征,因此有人认为 MUP 患者的原发肿瘤已完全消退。我们对来自德国 10 家大学医院的晚期 MUP 患者进行了回顾性分析,并根据系统治疗的类型(BRAF 和 MEK 抑制剂、PD-1 抑制剂单药治疗、CTLA-4 和 PD-1 抑制剂联合治疗)、治疗线(一线或二线)和 AJCC 分期(IIIC、IV M1a-M1d)与 MKP 进行了配对。共确定了 337 例 MUP 患者,评估了 152 种使用 PD-1 和 CTLA-4 抑制剂的治疗方法、142 种使用 PD-1 抑制剂的治疗方法以及 101 种使用 BRAF 和 MEK 抑制剂的治疗方法。与MKP(5个月,95% CI:3.4-6.6)相比,接受PD-1单药治疗的MUP患者治疗失败的中位时间明显延长(17个月,95% CI:9-25,P = 0.002),接受PD-1和CTLA-4联合治疗的MUP患者治疗失败的中位时间也明显延长(11个月,95% CI:4.MKP和MUP中,BRAF和MEK抑制剂患者的免疫相关不良事件发生率和治疗失败时间相似。在我们的多中心研究中,MUP患者接受免疫疗法的疗效优于MKP。
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引用次数: 0
Brief Communication: Combination of an MIP3α-Antigen Fusion Therapeutic DNA Vaccine With Treatments of IFNα and 5-Aza-2'Deoxycytidine Enhances Activated Effector CD8+ T Cells Expressing CD11c in the B16F10 Melanoma Model. 简要通讯:MIP3α-抗原融合治疗性DNA疫苗与IFNα和5-氮杂-2'脱氧胞苷治疗的结合可增强B16F10黑色素瘤模型中表达CD11c的活化效应CD8+T细胞。
IF 3.2 4区 医学 Q3 IMMUNOLOGY Pub Date : 2024-10-14 DOI: 10.1097/CJI.0000000000000542
Kaitlyn Fessler, Jiaqi Zhang, Avinaash K Sandhu, Yinan Hui, Aakanksha R Kapoor, Samuel K Ayeh, Styliani Karanika, Petros C Karakousis, Richard B Markham, James T Gordy

Previous studies in the B16F10 mouse melanoma model have demonstrated that combining a DNA vaccine comprised of regions of gp100 and tyrosinase-related protein 2 fused to macrophage-inflammatory protein 3-alpha (MIP3α) with recombinant interferon alpha (IFN) and 5-Aza-2'-deoxycytidine (5Aza) treatments resulted in significantly greater antitumor activity and immunogenicity in the tumor microenvironment (TME). This brief report details that the combination of vaccine with treatments IFN and 5Aza results in an increase in the TME of a distinct CD11c+ CD8+ T-cell population. This cell population correlates with tumor size, is primarily comprised of effector or effector memory T cells, and has a more robust response to ex vivo stimulation as compared with CD11c- CD8+ T cells. In conclusion, this combination therapy results in a greater presence of highly active effector CD8+ T cells expressing CD11c in the TME, which are likely primary contributors to treatment efficacy.

先前在 B16F10 小鼠黑色素瘤模型中进行的研究表明,将由 gp100 和酪氨酸酶相关蛋白 2 与巨噬细胞炎症蛋白 3-α (MIP3α) 融合的区域组成的 DNA 疫苗与重组干扰素 alpha (IFN) 和 5-Aza-2'-deoxycytidine (5Aza) 处理相结合,可显著提高抗肿瘤活性和肿瘤微环境 (TME) 中的免疫原性。本简短报告详细介绍了疫苗与 IFN 和 5Aza 治疗的结合会导致肿瘤微环境中一种独特的 CD11c+ CD8+ T 细胞群的增加。这种细胞群与肿瘤大小相关,主要由效应或效应记忆 T 细胞组成,与 CD11c- CD8+ T 细胞相比,对体内外刺激的反应更强。总之,这种联合疗法能在TME中产生更多表达CD11c的高活性效应CD8+ T细胞,这可能是疗效的主要因素。
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引用次数: 0
Increased Expression and Prognostic Significance of BYSL in Melanoma. BYSL在黑色素瘤中的表达增加及其预后意义
IF 3.2 4区 医学 Q3 IMMUNOLOGY Pub Date : 2024-10-01 Epub Date: 2024-07-09 DOI: 10.1097/CJI.0000000000000530
Zhong-Zhi Wang, Guo-Tai Yao, Liang-Zhe Wang, Yuan-Jie Zhu, Jiang-Han Chen

We evaluated the BYSL content and underlying mechanism in melanoma (SKCM) overall survival (OS). In this study, we used a comprehensive approach combining bioinformatics tools, including miRNA estimation, quantitative real-time polymerase chain reaction (qRT-PCR) of miRNAs, E3 ligase estimation, STRING analysis, TIMER analysis, examination of associated upstream modulators, protein-protein interaction (PPI) analysis, as well as retrospective and survival analyses, alongside clinical sample validation. These methods were used to investigate the content of BYSL, its methylation status, its relation to patient outcome, and its immunologic significance in tumors. Our findings revealed that BYSL expression is negatively regulated by BYSL methylation. Analysis of 468 cases of SKCM RNA sequencing samples demonstrated that enhanced BYSL expression was associated with higher tumor grade. We identified several miRNAs, namely hsa-miR-146b-3p, hsa-miR-342-3p, hsa-miR-511-5p, hsa-miR-3690, and hsa-miR-193a-5p, which showed a strong association with BYSL levels. Furthermore, we predicted the E3 ubiquitin ligase of BYSL and identified CBL, FBXW7, FZR1, KLHL3, and MARCH1 as potential modulators of BYSL. Through our investigation, we discovered that PNO1, RIOK2, TSR1, WDR3, and NOB1 proteins were strongly associated with BYSL expression. In addition, we found a close association between BYSL levels and certain immune cells, particularly dendritic cells (DCs). Notably, we observed a significant negative correlation between miR-146b-3p and BYSL mRNA expression in SKCM sera samples. Collectively, based on the previously shown evidences, BYSL can serve as a robust bioindicator of SKCM patient prognosis, and it potentially contributes to immune cell invasion in SKCM.

我们评估了黑色素瘤(SKCM)总生存率(OS)中 BYSL 的含量及其内在机制。在这项研究中,我们采用了一种结合生物信息学工具的综合方法,包括 miRNA 估算、miRNA 的定量实时聚合酶链反应(qRT-PCR)、E3 连接酶估算、STRING 分析、TIMER 分析、相关上游调节因子检查、蛋白-蛋白相互作用(PPI)分析、回顾性分析和生存分析,以及临床样本验证。这些方法用于研究 BYSL 的含量、甲基化状态、与患者预后的关系以及在肿瘤中的免疫学意义。我们的研究结果表明,BYSL的表达受BYSL甲基化的负调控。对468例SKCM RNA测序样本的分析表明,BYSL表达的增强与肿瘤分级较高有关。我们发现了几个与BYSL水平密切相关的miRNA,即hsa-miR-146b-3p、hsa-miR-342-3p、hsa-miR-511-5p、hsa-miR-3690和hsa-miR-193a-5p。此外,我们还预测了BYSL的E3泛素连接酶,并发现CBL、FBXW7、FZR1、KLHL3和MARCH1是BYSL的潜在调节因子。通过调查,我们发现 PNO1、RIOK2、TSR1、WDR3 和 NOB1 蛋白与 BYSL 的表达密切相关。此外,我们还发现 BYSL 水平与某些免疫细胞,尤其是树突状细胞(DCs)密切相关。值得注意的是,我们观察到在 SKCM 血清样本中,miR-146b-3p 与 BYSL mRNA 表达呈显著负相关。总之,根据之前显示的证据,BYSL 可作为 SKCM 患者预后的可靠生物指标,而且它有可能导致 SKCM 中免疫细胞的入侵。
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引用次数: 0
HES6 Mediates Oxidative Phosphorylation Pathway to Promote Immune Infiltration of CD8 + T Cells in Lung Adenocarcinoma. HES6介导氧化磷酸化通路,促进CD8+T细胞对肺腺癌的免疫渗透
IF 3.2 4区 医学 Q3 IMMUNOLOGY Pub Date : 2024-10-01 Epub Date: 2024-07-15 DOI: 10.1097/CJI.0000000000000535
Zhoumiao Chen, Yongliang Wang, Weijian Tang, Shaohua Xu, Hao Yu, Zhao Chen

Tumor immunotherapy has recently gained popularity as a cancer treatment strategy. The molecular mechanism controlling immune infiltration in lung adenocarcinoma (LUAD) cells, however, is not well characterized. Investigating the immune infiltration modulation mechanism in LUAD is crucial. LUAD patient samples were collected, and HES6 expression and immune infiltration level of CD8 + T cells in patient tissues were analyzed. Bioinformatics was utilized to identify binding relationship between E2F1 and HES6, and enrichment pathway of HES6. The binding of E2F1 to HES6 was verified using dual-luciferase and ChIP experiments. HES6 and E2F1 expression in LUAD cells was detected. LUAD cells were co-cultured with CD8 + T cells, and the CD8 + T cell killing level, IFN-γ secretion, and CD8 + T-cell chemotaxis level were measured. Expression of key genes involved in oxidative phosphorylation was detected, and the oxygen consumption rate of LUAD cells was assessed. A mouse model was constructed to assay Ki67 expression and apoptosis in tumor tissue. High expression of HES6 promoted CD8 + T-cell infiltration and enhanced T-cell killing ability through oxidative phosphorylation. Further bioinformatics analysis, molecular experiments, and cell experiments verified that E2F1 negatively regulated HES6 by oxidative phosphorylation, which suppressed CD8 + T-cell immune infiltration. In addition, in vivo assays illustrated that silencing HES6 repressed tumor cell immune evasion. E2F1 inhibited HES6 transcription, thereby mediating oxidative phosphorylation to suppress immune infiltration of CD8 + T cells in LUAD. The biological functions and signaling pathways of these genes were analyzed, which may help to understand the possible mechanisms regulating immune infiltration in LUAD.

作为一种癌症治疗策略,肿瘤免疫疗法近来越来越受欢迎。然而,控制肺腺癌(LUAD)细胞免疫浸润的分子机制尚不十分明确。研究 LUAD 的免疫浸润调节机制至关重要。研究人员收集了 LUAD 患者样本,分析了患者组织中 HES6 的表达和 CD8+ T 细胞的免疫浸润水平。利用生物信息学方法确定了E2F1与HES6的结合关系以及HES6的富集途径。利用双荧光素酶和ChIP实验验证了E2F1与HES6的结合。检测 LUAD 细胞中 HES6 和 E2F1 的表达。将 LUAD 细胞与 CD8+ T 细胞共培养,测定 CD8+ T 细胞杀伤水平、IFN-γ 分泌和 CD8+ T 细胞趋化水平。检测了参与氧化磷酸化的关键基因的表达,并评估了LUAD细胞的耗氧率。建立了一个小鼠模型来检测肿瘤组织中 Ki67 的表达和凋亡。HES6的高表达促进了CD8+ T细胞的浸润,并通过氧化磷酸化增强了T细胞的杀伤能力。进一步的生物信息学分析、分子实验和细胞实验证实,E2F1通过氧化磷酸化负调控HES6,从而抑制了CD8+ T细胞的免疫浸润。此外,体内实验表明,沉默 HES6 可抑制肿瘤细胞的免疫逃避。E2F1抑制了HES6的转录,从而介导氧化磷酸化抑制了LUAD中CD8+ T细胞的免疫浸润。分析了这些基因的生物学功能和信号通路,有助于了解调控LUAD免疫浸润的可能机制。
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引用次数: 0
Vitexin Inhibits TNBC Progression and Metastasis by Modulating Macrophage Polarization Through EGFR Signaling. 荆芥苷通过表皮生长因子受体信号调节巨噬细胞极化,从而抑制 TNBC 的发展和转移
IF 3.2 4区 医学 Q3 IMMUNOLOGY Pub Date : 2024-10-01 Epub Date: 2024-06-07 DOI: 10.1097/CJI.0000000000000519
Yufeng Lin, Lin Li, Huakang Huang, Xiaohong Wen, Yongcheng Zhang, Rongxin Zhang, Wenbin Huang

Triple-negative breast cancer (TNBC) lacks sensitivity to endocrine and targeted therapies, exhibiting high recurrence and poor prognosis postchemotherapy. Tumor-associated macrophages (TAMs) play a crucial role in cancer progression. Vitexin, a compound with diverse pharmacological effects including anti-cancer activity, remains unexplored in its impact on TAMs during TNBC development. This study aimed to investigate vitexin's effect on TNBC, its regulation of macrophage polarization (M1 vs. M2), and the underlying EGFR/PI3K/AKT/mTOR pathway. Our results demonstrated that vitexin suppressed the proliferation and invasion of TNBC cells (MDA-MB-231 and BT549) while inducing macrophage mediators that further inhibited cancer cell migration. Vitexin also promoted M1 polarization and suppressed M2 polarization, affecting EGFR phosphorylation and downstream signaling. In vivo, vitexin inhibited tumor growth, favoring M1 polarization and suppressing M2 polarization, with synergistic effects when combined with doxorubicin (Dox). These findings offer novel insights into vitexin's potential in TNBC treatment.

三阴性乳腺癌(TNBC)对内分泌和靶向治疗缺乏敏感性,化疗后复发率高、预后差。肿瘤相关巨噬细胞(TAMs)在癌症进展中起着至关重要的作用。蔓荆子苷是一种具有多种药理作用(包括抗癌活性)的化合物,但它在TNBC发展过程中对TAMs的影响仍有待探索。本研究旨在探讨荆芥苷对 TNBC 的影响、其对巨噬细胞极化(M1 与 M2)的调控以及潜在的表皮生长因子受体/PI3K/AKT/mTOR 通路。我们的研究结果表明,牡荆素抑制了 TNBC 细胞(MDA-MB-231 和 BT549)的增殖和侵袭,同时诱导巨噬细胞介质进一步抑制癌细胞迁移。牡荆素还能促进 M1 极化,抑制 M2 极化,影响表皮生长因子受体磷酸化和下游信号转导。在体内,蔓荆子苷能抑制肿瘤生长,促进 M1 极化,抑制 M2 极化,与多柔比星(Dox)联合使用能产生协同效应。这些发现为了解蔓荆子苷在 TNBC 治疗中的潜力提供了新的视角。
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引用次数: 0
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Journal of Immunotherapy
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