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Single-nucleus sequencing unveils heterogeneity in renal cell carcinomas microenvironment: Insights into pathogenic origins and treatment-responsive cellular subgroups
IF 9.1 1区 医学 Q1 ONCOLOGY Pub Date : 2024-09-13 DOI: 10.1016/j.canlet.2024.217259

Background

Different individuals with renal cell carcinoma (RCC) exhibit substantial heterogeneity in histomorphology, genetic alterations in the proteome, immune cell infiltration patterns, and clinical behavior.

Objectives

This study aims to use single-nucleus sequencing on ten samples (four normal, three clear cell renal cell carcinoma (ccRCC), and three chromophobe renal cell carcinoma (chRCC)) to uncover pathogenic origins and prognostic characteristics in patients with RCC.

Methods

By using two algorithms, inferCNV and k-means, the study explores malignant cells and compares them with the normal group to reveal their origins. Furthermore, we explore the pathogenic factors at the gene level through Summary-data-based Mendelian Randomization and co-localization methods. Based on the relevant malignant markers, a total of 212 machine-learning combinations were compared to develop a prognostic signature with high precision and stability. Finally, the study correlates with clinical data to investigate which cell subtypes may impact patients’ prognosis.

Results & conclusion

Two main origin tumor cells were identified: Proximal tubule cell B and Intercalated cell type A, which were highly differentiated in epithelial cells, and three gene loci were determined as potential pathogenic genes. The best malignant signature among the 212 prognostic models demonstrated high predictive power in ccRCC: (AUC: 0.920 (1-year), 0.920 (3-year) and 0.930 (5-year) in the training dataset; 0.756 (1-year), 0.828 (3-year), and 0.832 (5-year) in the testing dataset. In addition, we confirmed that LYVE1+ tissue-resident macrophage and TOX+ CD8 significantly impact the prognosis of ccRCC patients, while monocytes play a crucial role in the prognosis of chRCC patients.

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引用次数: 0
A rigorous multi-laboratory study of known PDAC biomarkers identifies increased sensitivity and specificity over CA19-9 alone
IF 9.1 1区 医学 Q1 ONCOLOGY Pub Date : 2024-09-12 DOI: 10.1016/j.canlet.2024.217245

A blood test that enables surveillance for early-stage pancreatic ductal adenocarcinoma (PDAC) is an urgent need. Independent laboratories have reported PDAC biomarkers that could improve biomarker performance over CA19-9 alone, but the performance of the previously reported biomarkers in combination is not known. Therefore, we conducted a coordinated case/control study across multiple laboratories using common sets of blinded training and validation samples (132 and 295 plasma samples, respectively) from PDAC patients and non-PDAC control subjects representing conditions under which surveillance occurs. We analyzed the training set to identify candidate biomarker combination panels using biomarkers across laboratories, and we applied the fixed panels to the validation set. The panels identified in the training set, CA19-9 with CA199.STRA, LRG1, TIMP-1, TGM2, THSP2, ANG, and MUC16.STRA, achieved consistent performance in the validation set. The panel of CA19-9 with the glycan biomarker CA199.STRA improved sensitivity from 0.44 with 0.98 specificity for CA19-9 alone to 0.71 with 0.98 specificity (p < 0.001, 1000-fold bootstrap). Similarly, CA19-9 combined with the protein biomarker LRG1 and CA199.STRA improved specificity from 0.16 with 0.94 sensitivity for CA19-9 to 0.65 with 0.89 sensitivity (p < 0.001, 1000-fold bootstrap). We further validated significantly improved performance using biomarker panels that did not include CA19-9. This study establishes the effectiveness of a coordinated study of previously discovered biomarkers and identified panels of those biomarkers that significantly increased the sensitivity and specificity of early-stage PDAC detection in a rigorous validation trial.

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引用次数: 0
Exploiting tumor mechanomedicine for lung cancer treatment 利用肿瘤机械医学治疗肺癌
IF 9.1 1区 医学 Q1 ONCOLOGY Pub Date : 2024-09-12 DOI: 10.1016/j.canlet.2024.217229
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引用次数: 0
MATR3 promotes liver cancer progression by suppressing DHX58–mediated type I interferon response
IF 9.1 1区 医学 Q1 ONCOLOGY Pub Date : 2024-09-12 DOI: 10.1016/j.canlet.2024.217231

MATR3 is a nuclear matrix protein implicated in various cancers; however, its specific role in tumor progression remains unclear. The study utilized the TCGA database to reveal that MATR3 expression is upregulated in liver cancer and is correlated with poor prognosis. Functionally, MATR3 promoted liver cancer cell proliferation and metastasis. Comprehensive RNA sequencing analysis showed that MATR3 significantly affected the type I IFN signaling pathway and DHX58 is a downstream target of MATR3. Further experiments showed that MATR3 bound to DHX58 mRNA through its RRM structural domain and recruited YTHDF2, an m6A reader, leading to degradation of DHX58 mRNA and suppression of the type I IFN signaling pathway. The knockout of MATR3 in liver cancer cells triggered a natural immune response that stimulated CD8+ T cells to eliminate liver cancer cells. This study demonstrated that MATR3 downregulates type I IFN signaling in liver cancer cells through m6A modification and inhibits immune cell infiltration within tumors. These findings expand our understanding of the role of MATR3 in liver cancer.

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引用次数: 0
Macroautophagy/autophagy promotes resistance to KRASG12D-targeted therapy through glutathione synthesis
IF 9.1 1区 医学 Q1 ONCOLOGY Pub Date : 2024-09-12 DOI: 10.1016/j.canlet.2024.217258

KRASG12D mutation-driven pancreatic ductal adenocarcinoma (PDAC) represents a major challenge in medicine due to late diagnosis and treatment resistance. Here, we report that macroautophagy (hereafter autophagy), a cellular degradation and recycling process, contributes to acquired resistance against novel KRASG12D-targeted therapy. The KRASG12D protein inhibitor MRTX1133 induces autophagy in KRASG12D-mutated PDAC cells by blocking MTOR activity, and increased autophagic flux prevents apoptosis. Mechanistically, autophagy facilitates the generation of glutamic acid, cysteine, and glycine for glutathione synthesis. Increased glutathione levels reduce reactive oxygen species production, which impedes CYCS translocation from mitochondria to the cytosol, ultimately preventing the formation of the APAF1 apoptosome. Consequently, genetic interventions (utilizing ATG5 or BECN1 knockout) or pharmacological inhibition of autophagy (with chloroquine, bafilomycin A1, or spautin-1) enhance the anticancer activity of MRTX1133 in vitro and in various animal models (subcutaneous, patient-derived xenograft, and orthotopic). Moreover, the release of histones by apoptotic cells triggers an adaptive immune response when combining an autophagy inhibitor with MRTX1133 in immunocompetent mice. These findings establish a new strategy to overcome KRASG12D-targeted therapy resistance by inhibiting autophagy-dependent glutathione synthesis.

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引用次数: 0
Letter to the editor on ‘A deep neural network predictor to predict the sensitivity of neoadjuvant chemoradiotherapy in locally advanced rectal cancer’ 致编辑的信,主题为 "预测局部晚期直肠癌新辅助化疗敏感性的深度神经网络预测器
IF 9.1 1区 医学 Q1 ONCOLOGY Pub Date : 2024-09-11 DOI: 10.1016/j.canlet.2024.217212
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引用次数: 0
Immune checkpoint inhibitors rechallenge in non-small cell lung cancer: Current evidence and future directions 免疫检查点抑制剂在非小细胞肺癌中的再挑战:当前证据和未来方向
IF 9.1 1区 医学 Q1 ONCOLOGY Pub Date : 2024-09-10 DOI: 10.1016/j.canlet.2024.217241

Immunotherapy, remarkably immune checkpoint inhibitors (ICIs), has significantly altered the treatment landscape for non-small cell lung cancer (NSCLC). Despite their success, the discontinuation of ICIs therapy may occur due to factors such as prior treatment completion, disease progression during ICIs treatment, or immune-related adverse events (irAEs). As numerous studies highlight the dynamic nature of immune responses and the sustained benefits of ICIs, ICIs rechallenge has become an attractive and feasible option. However, the decision-making process for ICIs rechallenge in clinical settings is complicated by numerous uncertainties. This review systematically analyses existing clinical research evidence, classifying ICIs rechallenge into distinct clinical scenarios, exploring methods to overcome ICIs resistance in rechallenge instances, and identifying biomarkers to select patients likely to benefit from rechallenge. By integrating recent studies and new technologies, we offer crucial recommendations for future clinical trial design and provide a practical guideline to maximize the therapeutic benefits of immunotherapy for NSCLC patients.

免疫疗法,尤其是免疫检查点抑制剂(ICIs),极大地改变了非小细胞肺癌(NSCLC)的治疗格局。尽管免疫检查点抑制剂取得了成功,但由于之前的治疗已结束、治疗期间疾病进展或免疫相关不良事件(irAEs)等因素,ICIs 治疗可能会中断。由于大量研究强调了免疫反应的动态性质和 ICIs 的持续疗效,ICIs 重新挑战已成为一种有吸引力的可行选择。然而,在临床环境中,ICIs 重试的决策过程因众多不确定因素而变得复杂。本综述系统分析了现有的临床研究证据,将 ICIs 重试分为不同的临床情况,探讨了在重试情况下克服 ICIs 耐药性的方法,并确定了生物标志物来选择可能从重试中获益的患者。通过整合最新研究和新技术,我们为未来的临床试验设计提供了重要建议,并为最大限度地发挥免疫疗法对NSCLC患者的治疗效果提供了实用指南。
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引用次数: 0
Bcl-xL is translocated to the nucleus via CtBP2 to epigenetically promote metastasis Bcl-xL通过CtBP2转位到细胞核,从表观遗传学上促进转移
IF 9.1 1区 医学 Q1 ONCOLOGY Pub Date : 2024-09-10 DOI: 10.1016/j.canlet.2024.217240

Nuclear Bcl-xL is found to promote cancer metastasis independently of its mitochondria-based anti-apoptotic activity. How Bcl-xL is translocated into the nucleus and how nuclear Bcl-xL regulates histone H3 trimethyl Lys4 (H3K4me3) modification have yet to be understood. Here, we report that C-terminal Binding Protein 2 (CtBP2) binds to Bcl-xL via its N-terminus and translocates Bcl-xL into the nucleus. Knockdown of CtBP2 by shRNA decreases the nuclear portion of Bcl-xL and reverses Bcl-xL-induced invasion and metastasis in mouse models. Furthermore, knockout of CtBP2 not only reduces the nuclear portion of Bcl-xL but also suppresses Bcl-xL transcription. The binding between Bcl-xL and CtBP2 is required for their interaction with MLL1, a histone H3K4 methyltransferase. Pharmacologic inhibition of the MLL1 enzymatic activity reverses Bcl-xL-induced H3K4me3 and TGFβ mRNA upregulation, as well as invasion. Moreover, the cleavage under targets and release using nuclease (CUT&RUN) assay coupled with next-generation sequencing reveals that H3K4me3 modifications are particularly enriched in the promotor regions of genes encoding TGFβ and its signaling pathway members in cancer cells overexpressing Bcl-xL. Altogether, the metastatic function of Bcl-xL is mediated by its interaction with CtBP2 and MLL1 and this study offers new therapeutic strategies to treat Bcl-xL-overexpressing cancer.

研究发现,核Bcl-xL可促进癌症转移,而与其线粒体抗凋亡活性无关。Bcl-xL如何转运到细胞核以及核Bcl-xL如何调节组蛋白H3三甲基Lys4(H3K4me3)的修饰尚不清楚。在这里,我们报告了C-末端结合蛋白2(CtBP2)通过其N-末端与Bcl-xL结合,并将Bcl-xL转运到细胞核中。在小鼠模型中,通过 shRNA 敲除 CtBP2 可减少 Bcl-xL 的核部分,并逆转 Bcl-xL 诱导的侵袭和转移。此外,敲除 CtBP2 不仅会减少 Bcl-xL 的核部分,还会抑制 Bcl-xL 的转录。Bcl-xL 和 CtBP2 之间的结合需要它们与组蛋白 H3K4 甲基转移酶 MLL1 的相互作用。药物抑制 MLL1 酶的活性可逆转 Bcl-xL 诱导的 H3K4me3 和 TGFβ mRNA 上调以及侵袭。此外,靶标下的裂解和核酸酶释放(CUT&RUN)检测结合新一代测序发现,在过表达 Bcl-xL 的癌细胞中,H3K4me3 修饰在编码 TGFβ 及其信号通路成员的基因启动子区域特别富集。总之,Bcl-xL的转移功能是由其与CtBP2和MLL1的相互作用介导的,这项研究为治疗过表达Bcl-xL的癌症提供了新的治疗策略。
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引用次数: 0
Hepatic stellate cells promote hepatocellular carcinoma development by regulating histone lactylation: Novel insights from single-cell RNA sequencing and spatial transcriptomics analyses 肝星状细胞通过调节组蛋白乳酰化促进肝细胞癌的发展单细胞 RNA 测序和空间转录组学分析的新发现
IF 9.1 1区 医学 Q1 ONCOLOGY Pub Date : 2024-09-10 DOI: 10.1016/j.canlet.2024.217243

This study evaluated the cellular heterogeneity and molecular mechanisms of hepatocellular carcinoma (HCC). Single cell RNA sequencing (scRNA-seq), transcriptomic data, histone lactylation-related genes were collected from public databases. Cell-cell interaction, trajectory, pathway, and spatial transcriptome analyses were executed. Differential expression and survival analyses were conducted. Western blot, Real-time reverse transcription PCR (qRT-PCR), and Cell Counting Kit 8 (CCK8) assay were used to detect the expression of αSMA, AKR1B10 and its target genes, and verify the roles of AKR1B10 in HCC cells. Hepatic stellate cell (HSC) subgroups strongly interacted with tumor cell subgroups, and their spatial distribution was heterogeneous. Two candidate prognostic genes (AKR1B10 and RMRP) were obtained. LONP1, NPIPB3, and ZSWIM6 were determined as AKR1B10 targets. Besides, the expression levels of AKR1B10 and αSMA were significantly increased in LX-2 + HepG2 and LX-2 + HuH7 groups compared to those in LX-2 group, respectively. sh-AKR1B10 significantly inhibited the HCC cell proliferation and change the expression of AKR1B10 target genes, Bcl-2, Bax, Pan Kla, and H3K18la at protein levels. Our findings unveil the pivotal role of HSCs in HCC pathogenesis through regulating histone lactylation.

本研究评估了肝细胞癌(HCC)的细胞异质性和分子机制。研究人员从公共数据库中收集了单细胞 RNA 测序(scRNA-seq)、转录组数据和组蛋白乳化相关基因。进行了细胞-细胞相互作用、轨迹、通路和空间转录组分析。进行了差异表达和存活分析。利用 Western 印迹、实时逆转录 PCR(qRT-PCR)和细胞计数试剂盒 8(CCK8)检测αSMA、AKR1B10 及其靶基因的表达,并验证 AKR1B10 在 HCC 细胞中的作用。肝星状细胞(HSC)亚群与肿瘤细胞亚群之间存在着强烈的相互作用,而且它们的空间分布具有异质性。结果发现了两个候选预后基因(AKR1B10 和 RMRP)。LONP1、NPIPB3和ZSWIM6被确定为AKR1B10的靶点。此外,与LX-2组相比,AKR1B10和αSMA在LX-2 + HepG2组和LX-2 + HuH7组的表达水平均显著升高。 sh-AKR1B10能显著抑制HCC细胞的增殖,并在蛋白水平上改变AKR1B10靶基因Bcl-2、Bax、Pan Kla和H3K18la的表达。我们的研究结果揭示了造血干细胞通过调控组蛋白乳酰化在HCC发病机制中的关键作用。
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引用次数: 0
The role of Hippo/YAP1 in cancer-associated fibroblasts: Literature review and future perspectives Hippo/YAP1在癌症相关成纤维细胞中的作用:文献综述与未来展望
IF 9.1 1区 医学 Q1 ONCOLOGY Pub Date : 2024-09-10 DOI: 10.1016/j.canlet.2024.217244

Cancer-associated fibroblasts (CAFs) are activated fibroblasts that play a role in numerous malignant phenotypes, including hyperproliferation, invasion, and metastasis. These phenotypes correlate with activity of the Hippo pathway oncoprotein, Yes-associated protein-1 (YAP1), and its paralog, transcriptional coactivator with PDZ-binding motif (TAZ). YAP1/TAZ are normally involved in organ growth, under the regulation of various kinases and upon phosphorylation, are retained in the cytoplasm by chaperone proteins, leading to their proteasomal degradation. In CAFs and tumor cells, however, a lack of YAP1 phosphorylation results in its translocation to the nucleus, binding to TEAD transcription factors, and activation of mitogenic pathways. In this review we summarize the literature discussing the central role of YAP1 in CAF activation, the upstream cues that promote YAP1-mediated CAF activation and extracellular matrix remodeling, and how CAFs mediate tumor-stroma crosstalk to support progression, invasion and metastasis in various cancer models. We further highlight YAP1+CAFs functions in modulating an immunosuppressive tumor microenvironment and propose evaluation of several YAP1 targets regarding their role in regulating intra-tumoral immune landscapes. Finally, we propose that co-administration of YAP1- targeted therapies with immune checkpoint inhibitors can improve therapeutic outcomes in patients with advanced tumors.

癌症相关成纤维细胞(CAFs)是活化的成纤维细胞,在多种恶性表型中发挥作用,包括过度增殖、侵袭和转移。这些表型与 Hippo 通路肿瘤蛋白--Yes 相关蛋白-1(YAP1)及其同系物--具有 PDZ 结合基调的转录辅激活因子(TAZ)的活性相关。YAP1/TAZ通常参与器官生长,受多种激酶调控,磷酸化后被伴侣蛋白保留在细胞质中,导致蛋白酶体降解。然而,在 CAFs 和肿瘤细胞中,YAP1 缺乏磷酸化会导致其转位到细胞核,与 TEAD 转录因子结合,并激活有丝分裂通路。在这篇综述中,我们总结了相关文献,讨论了 YAP1 在 CAF 激活中的核心作用、促进 YAP1 介导的 CAF 激活和细胞外基质重塑的上游线索,以及 CAF 如何介导肿瘤-基质串联以支持各种癌症模型的进展、侵袭和转移。我们进一步强调了 YAP1+CAFs 在调节免疫抑制性肿瘤微环境中的功能,并建议评估几个 YAP1 靶点在调节瘤内免疫景观中的作用。最后,我们建议将 YAP1 靶向疗法与免疫检查点抑制剂联合应用,以改善晚期肿瘤患者的治疗效果。
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引用次数: 0
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Cancer letters
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