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Deep learning identifies a T-cell exhaustion-dependent transcriptional signature for predicting clinical outcomes and response to immune checkpoint blockade. 深度学习识别t细胞耗竭依赖的转录特征,用于预测临床结果和对免疫检查点封锁的反应。
IF 6.2 2区 医学 Q1 ONCOLOGY Pub Date : 2023-07-11 DOI: 10.1038/s41389-023-00482-2
Zicheng Zhang, Hongyan Chen, Dongxue Yan, Lu Chen, Jie Sun, Meng Zhou

Immune checkpoint blockade (ICB) therapies have brought unprecedented advances in cancer treatment, but responses are limited to a fraction of patients. Therefore, sustained and substantial efforts are required to advance clinical and translational investigation on managing patients receiving ICB. In this study, we investigated the dynamic changes in molecular profiles of T-cell exhaustion (TEX) during ICB treatment using single-cell and bulk transcriptome analysis, and demonstrated distinct exhaustion molecular profiles associated with ICB response. By applying an ensemble deep-learning computational framework, we identified an ICB-associated transcriptional signature consisting of 16 TEX-related genes, termed ITGs. Incorporating 16 ITGs into a machine-learning model called MLTIP achieved reliable predictive power for clinical ICB response with an average AUC of 0.778, and overall survival (pooled HR = 0.093, 95% CI, 0.031-0.28, P < 0.001) across multiple ICB-treated cohorts. Furthermore, the MLTIP consistently demonstrated superior predictive performance compared to other well-established markers and signatures, with an average increase in AUC of 21.5%. In summary, our results highlight the potential of this TEX-dependent transcriptional signature as a tool for precise patient stratification and personalized immunotherapy, with clinical translation in precision medicine.

免疫检查点阻断(ICB)疗法在癌症治疗方面取得了前所未有的进展,但反应仅限于一小部分患者。因此,需要持续和大量的努力来推进临床和转化研究,以管理接受ICB的患者。在这项研究中,我们利用单细胞和大量转录组分析研究了ICB治疗期间t细胞衰竭(TEX)分子谱的动态变化,并证明了与ICB反应相关的不同的衰竭分子谱。通过应用集成深度学习计算框架,我们确定了由16个texg相关基因组成的icb相关转录特征,称为ITGs。将16个ITGs纳入名为MLTIP的机器学习模型中,获得了临床ICB反应的可靠预测能力,平均AUC为0.778,总生存期(合并HR = 0.093, 95% CI, 0.031-0.28, P
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引用次数: 1
MLK4 promotes glucose metabolism in lung adenocarcinoma through CREB-mediated activation of phosphoenolpyruvate carboxykinase and is regulated by KLF5. MLK4通过creb介导的磷酸烯醇丙酮酸羧激酶激活促进肺腺癌中的葡萄糖代谢,并受KLF5调控。
IF 6.2 2区 医学 Q1 ONCOLOGY Pub Date : 2023-07-05 DOI: 10.1038/s41389-023-00478-y
Alvin Ho-Kwan Cheung, Kit-Yee Wong, Xiaoli Liu, Fenfen Ji, Chris Ho-Lam Hui, Yihan Zhang, Johnny Sheung-Him Kwan, Bonan Chen, Yujuan Dong, Raymond Wai-Ming Lung, Jun Yu, Kwok Wai Lo, Chi Chun Wong, Wei Kang, Ka-Fai To

MLK4, a member of the mitogen-activated protein kinase kinase kinase (MAP3K) family, has been implicated in cancer progression. However, its role in lung adenocarcinoma has not been characterized. Here, we showed that MLK4 was overexpressed in a significant subset of lung adenocarcinoma, associated with a worse prognosis, and exerted an oncogenic function in vitro and in vivo. Bioinformatics analyses of clinical datasets identified phosphoenolpyruvate carboxykinase 1 (PCK1) as a novel target of MLK4. We validated that MLK4 regulated PCK1 expression at transcriptional level, by phosphorylating the transcription factor CREB, which in turn mediated PCK1 expression. We further demonstrated that PCK1 is an oncogenic factor in lung adenocarcinoma. Given the importance of PCK1 in the regulation of cellular metabolism, we next deciphered the metabolic effects of MLK4. Metabolic and mass spectrometry analyses showed that MLK4 knockdown led to significant reduction of glycolysis and decreased levels of glycolytic pathway metabolites including phosphoenolpyruvate and lactate. Finally, the promoter analysis of MLK4 unravelled a binding site of transcription factor KLF5, which in turn, positively regulated MLK4 expression in lung adenocarcinoma. In summary, we have revealed a KLF5-MLK4-PCK1 signalling pathway involved in lung tumorigenesis and established an unusual link between MAP3K signalling and cancer metabolism.

MLK4是丝裂原活化蛋白激酶激酶(MAP3K)家族的一员,与癌症进展有关。然而,其在肺腺癌中的作用尚未明确。在这里,我们发现MLK4在肺腺癌的一个重要亚群中过表达,与较差的预后相关,并在体外和体内发挥致癌功能。临床数据集的生物信息学分析确定磷酸烯醇丙酮酸羧激酶1 (PCK1)是MLK4的新靶点。我们证实MLK4通过磷酸化转录因子CREB在转录水平上调控PCK1的表达,从而介导PCK1的表达。我们进一步证明PCK1是肺腺癌的致癌因子。鉴于PCK1在调节细胞代谢中的重要性,我们接下来破译了MLK4的代谢作用。代谢和质谱分析表明,MLK4敲低导致糖酵解显著减少,糖酵解途径代谢物(包括磷酸烯醇丙酮酸酯和乳酸酯)水平降低。最后,通过对MLK4的启动子分析,揭示了转录因子KLF5的一个结合位点,进而正调控MLK4在肺腺癌中的表达。总之,我们发现了KLF5-MLK4-PCK1信号通路参与肺肿瘤发生,并在MAP3K信号通路与肿瘤代谢之间建立了不寻常的联系。
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引用次数: 0
The tumor suppressor CREBBP and the oncogene MYCN cooperate to induce malignant brain tumors in mice. 肿瘤抑制因子CREBBP和致癌基因MYCN共同诱导小鼠恶性脑肿瘤。
IF 6.2 2区 医学 Q1 ONCOLOGY Pub Date : 2023-07-05 DOI: 10.1038/s41389-023-00481-3
Melanie Schoof, Gefion Dorothea Epplen, Carolin Walter, Annika Ballast, Dörthe Holdhof, Carolin Göbel, Sina Neyazi, Julian Varghese, Thomas Karl Albert, Kornelius Kerl, Ulrich Schüller

The tumor suppressor and chromatin modifier cAMP response element-binding protein binding protein (CREBBP) and v-myc avian myelocytomatosis viral oncogene neuroblastoma derived homolog (MYCN), a member of the MYC oncogene family, are critically involved in brain development. Both genes are frequently mutated in the same tumor entities, including high-grade glioma and medulloblastoma. Therefore, we hypothesized that alterations in both genes cooperate to induce brain tumor formation. For further investigation, hGFAP-cre::CrebbpFl/Fl::lsl-MYCN mice were generated, which combine Crebbp deletion with overexpression of MYCN in neural stem cells (NSCs). Within eight months, these animals developed aggressive forebrain tumors. The first tumors were detectable in the olfactory bulbs of seven-day-old mice. This location raises the possibility that presumptive founder cells are derived from the ventricular-subventricular zone (V-SVZ). To examine the cellular biology of these tumors, single-cell RNA sequencing was performed, which revealed high intratumoral heterogeneity. Data comparison with reference CNS cell types indicated the highest similarity of tumor cells with transit-amplifying NSCs or activated NSCs of the V-SVZ. Consequently, we analyzed V-SVZ NSCs of our mouse model aiming to confirm that the tumors originate from this stem cell niche. Mutant V-SVZ NSCs showed significantly increased cell viability and proliferation as well as reduced glial and neural differentiation in vitro compared to control cells. In summary, we demonstrate the oncogenic potential of a combined loss of function of CREBBP and overexpression of MYCN in this cell population. hGFAP-cre::CrebbpFl/Fl::lsl-MYCN mice thus provide a valuable tool to study tumor-driving mechanisms in a key neural stem/ progenitor cell niche.

肿瘤抑制因子和染色质修饰因子cAMP反应元件结合蛋白结合蛋白(CREBBP)和v-myc禽髓细胞瘤病毒癌基因神经母细胞瘤衍生同源物(MYCN)是MYC癌基因家族的成员,在大脑发育中起关键作用。这两个基因经常在相同的肿瘤实体中发生突变,包括高级别胶质瘤和髓母细胞瘤。因此,我们假设这两个基因的改变共同诱导了脑肿瘤的形成。为了进一步研究,我们在神经干细胞(NSCs)中构建了将Crebbp缺失与MYCN过表达结合起来的hGFAP-cre::CrebbpFl/Fl::lsl-MYCN小鼠。在八个月内,这些动物患上了侵袭性前脑肿瘤。第一批肿瘤是在7天大的老鼠的嗅球中检测到的。这个位置增加了推定的奠基者细胞来源于心室-室下区(V-SVZ)的可能性。为了检查这些肿瘤的细胞生物学,进行了单细胞RNA测序,结果显示肿瘤内具有高度异质性。与参考中枢神经系统细胞类型的数据比较表明,肿瘤细胞与过境扩增的NSCs或V-SVZ活化的NSCs的相似性最高。因此,我们分析了小鼠模型的V-SVZ NSCs,旨在证实肿瘤起源于该干细胞生态位。与对照细胞相比,突变型V-SVZ NSCs在体外显示出细胞活力和增殖能力显著提高,胶质和神经分化程度显著降低。总之,我们证明了CREBBP功能缺失和MYCN过表达在该细胞群中的致癌潜力。因此,hgap -cre::CrebbpFl/Fl::lsl-MYCN小鼠为研究关键神经干/祖细胞生态位中的肿瘤驱动机制提供了有价值的工具。
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引用次数: 0
Chemotherapy-induced executioner caspase activation increases breast cancer malignancy through epigenetic de-repression of CDH12. 化疗诱导的刽子手caspase激活通过表观遗传去抑制CDH12增加乳腺癌恶性肿瘤。
IF 6.2 2区 医学 Q1 ONCOLOGY Pub Date : 2023-06-24 DOI: 10.1038/s41389-023-00479-x
Yuxing Wang, Ru Wang, Xiaohe Liu, Menghao Liu, Lili Sun, Xiaohua Pan, Huili Hu, Baichun Jiang, Yongxin Zou, Qiao Liu, Yaoqin Gong, Molin Wang, Gongping Sun

Cancer relapse and metastasis are major obstacles for effective treatment. One important mechanism to eliminate cancer cells is to induce apoptosis. Activation of executioner caspases is the key step in apoptosis and was considered "a point of no return". However, in recent years, accumulating evidence has demonstrated that cells can survive executioner caspase activation in response to apoptotic stimuli through a process named anastasis. Here we show that breast cancer cells that have survived through anastasis (anastatic cells) after exposure to chemotherapeutic drugs acquire enhanced proliferation and migration. Mechanistically, cadherin 12 (CDH12) is persistently upregulated in anastatic cells and promotes breast cancer malignancy via activation of ERK and CREB. Moreover, we demonstrate that executioner caspase activation induced by chemotherapeutic drugs results in loss of DNA methylation and repressive histone modifications in the CDH12 promoter region, leading to increased CDH12 expression. Our work unveils the mechanism underlying anastasis-induced enhancement in breast cancer malignancy, offering new therapeutic targets for preventing post-chemotherapy cancer relapse and metastasis.

肿瘤复发和转移是有效治疗的主要障碍。诱导细胞凋亡是消除癌细胞的一个重要机制。刽子手半胱天冬酶的激活是细胞凋亡的关键步骤,被认为是“不归路”。然而,近年来,越来越多的证据表明,细胞在响应凋亡刺激的caspase激活时,可以通过一个称为“转移”的过程存活下来。在这里,我们表明暴露于化疗药物后通过转移存活的乳腺癌细胞获得增强的增殖和迁移。在机制上,钙粘蛋白12 (CDH12)在移植细胞中持续上调,并通过激活ERK和CREB促进乳腺癌恶性。此外,我们证明了化疗药物诱导的刽子手caspase激活导致CDH12启动子区域DNA甲基化和抑制性组蛋白修饰的缺失,导致CDH12表达增加。我们的工作揭示了乳腺癌恶性肿瘤合并诱导增强的机制,为预防化疗后癌症复发和转移提供了新的治疗靶点。
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引用次数: 2
Antibody-based binding domain fused to TCRγ chain facilitates T cell cytotoxicity for potent anti-tumor response. 基于抗体的结合域与TCRγ链融合,促进T细胞的细胞毒性,从而产生有效的抗肿瘤反应。
IF 6.2 2区 医学 Q1 ONCOLOGY Pub Date : 2023-06-22 DOI: 10.1038/s41389-023-00480-4
Zhao Chen, Changyou Lin, Hong Pei, Xiaomei Yuan, Jia Xu, Mingwei Zou, Xinyuan Zhang, Amber Fossier, Meizhu Liu, Seungah Goo, Lei Lei, Jia Yang, Catherine Novick, Jiqing Xu, Ge Ying, Zhihong Zhou, Jianbo Wu, Chunyi Tang, Wenying Zhang, Zhenping Wang, Zhihao Wang, Huitang Zhang, Wenzhong Guo, Qidong Hu, Henry Ji, Runqiang Chen

Chimeric antigen receptor T-cell (CAR-T) therapy has demonstrated potent clinical efficacy in the treatment of hematopoietic malignancies. However, the application of CAR-T in solid tumors has been limited due in part to the expression of inhibitory molecules in the tumor microenvironment, leading to T-cell exhaustion. To overcome this limitation, we have developed a synthetic T-cell receptor (TCR) that targets programmed death-ligand 1 (PD-L1), a molecule that is widely expressed in various solid tumors and plays a pivotal role in T-cell exhaustion. Our novel TCR platform is based on antibody-based binding domain, which is typically a single-chain variable fragment (scFv), fused to the γδ TCRs (TCRγδ). We have utilized the T-cell receptor alpha constant (TRAC) locus editing approach to express cell surface scFv of anti-PD-L1, which is fused to the constant region of the TCRγ or TCRδ chain in activated T cells derived from peripheral blood mononuclear cells (PBMCs). Our results indicate that these reconfigured receptors, both γ-TCRγδ and δ-TCRγδ, have the capability to transduce signals, produce inflammatory cytokines, degranulate and exert tumor killing activity upon engagement with PD-L1 antigen in vitro. Additionally, we have also shown that γ-TCRγδ exerted superior efficacy than δ-TCRγδ in in vivo xenograft model.

嵌合抗原受体t细胞(CAR-T)疗法在治疗造血系统恶性肿瘤中已显示出强大的临床疗效。然而,CAR-T在实体肿瘤中的应用一直受到限制,部分原因是肿瘤微环境中抑制分子的表达导致t细胞衰竭。为了克服这一限制,我们开发了一种合成的t细胞受体(TCR),其靶向程序性死亡配体1 (PD-L1), PD-L1是一种在各种实体肿瘤中广泛表达的分子,在t细胞衰竭中起关键作用。我们的新型TCR平台基于基于抗体的结合域,该结合域通常是一个单链可变片段(scFv),融合到γδ TCR (TCRγδ)中。我们利用T细胞受体α常数(TRAC)基因座编辑方法来表达细胞表面抗pd - l1的scFv,该scFv融合到来自外周血单核细胞(PBMCs)的活化T细胞的TCRγ或TCRδ链的恒定区域。我们的研究结果表明,这些重组受体γ-TCRγδ和δ-TCRγδ在体外与PD-L1抗原结合后具有信号转导、产生炎症细胞因子、脱颗粒和杀伤肿瘤活性的能力。此外,我们还发现γ-TCRγδ在体内异种移植模型中表现出比δ-TCRγδ更好的疗效。
{"title":"Antibody-based binding domain fused to TCRγ chain facilitates T cell cytotoxicity for potent anti-tumor response.","authors":"Zhao Chen,&nbsp;Changyou Lin,&nbsp;Hong Pei,&nbsp;Xiaomei Yuan,&nbsp;Jia Xu,&nbsp;Mingwei Zou,&nbsp;Xinyuan Zhang,&nbsp;Amber Fossier,&nbsp;Meizhu Liu,&nbsp;Seungah Goo,&nbsp;Lei Lei,&nbsp;Jia Yang,&nbsp;Catherine Novick,&nbsp;Jiqing Xu,&nbsp;Ge Ying,&nbsp;Zhihong Zhou,&nbsp;Jianbo Wu,&nbsp;Chunyi Tang,&nbsp;Wenying Zhang,&nbsp;Zhenping Wang,&nbsp;Zhihao Wang,&nbsp;Huitang Zhang,&nbsp;Wenzhong Guo,&nbsp;Qidong Hu,&nbsp;Henry Ji,&nbsp;Runqiang Chen","doi":"10.1038/s41389-023-00480-4","DOIUrl":"https://doi.org/10.1038/s41389-023-00480-4","url":null,"abstract":"<p><p>Chimeric antigen receptor T-cell (CAR-T) therapy has demonstrated potent clinical efficacy in the treatment of hematopoietic malignancies. However, the application of CAR-T in solid tumors has been limited due in part to the expression of inhibitory molecules in the tumor microenvironment, leading to T-cell exhaustion. To overcome this limitation, we have developed a synthetic T-cell receptor (TCR) that targets programmed death-ligand 1 (PD-L1), a molecule that is widely expressed in various solid tumors and plays a pivotal role in T-cell exhaustion. Our novel TCR platform is based on antibody-based binding domain, which is typically a single-chain variable fragment (scFv), fused to the γδ TCRs (TCRγδ). We have utilized the T-cell receptor alpha constant (TRAC) locus editing approach to express cell surface scFv of anti-PD-L1, which is fused to the constant region of the TCRγ or TCRδ chain in activated T cells derived from peripheral blood mononuclear cells (PBMCs). Our results indicate that these reconfigured receptors, both γ-TCRγδ and δ-TCRγδ, have the capability to transduce signals, produce inflammatory cytokines, degranulate and exert tumor killing activity upon engagement with PD-L1 antigen in vitro. Additionally, we have also shown that γ-TCRγδ exerted superior efficacy than δ-TCRγδ in in vivo xenograft model.</p>","PeriodicalId":19489,"journal":{"name":"Oncogenesis","volume":"12 1","pages":"33"},"PeriodicalIF":6.2,"publicationDate":"2023-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10287668/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9709831","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
WDR5 facilitates recruitment of N-MYC to conserved WDR5 gene targets in neuroblastoma cell lines. WDR5促进神经母细胞瘤细胞系中N-MYC向保守的WDR5基因靶标的募集。
IF 6.2 2区 医学 Q1 ONCOLOGY Pub Date : 2023-06-19 DOI: 10.1038/s41389-023-00477-z
Leigh A Bumpous, Kylie C Moe, Jing Wang, Logan A Carver, Alexandria G Williams, Alexander S Romer, Jesse D Scobee, Jack N Maxwell, Cheyenne A Jones, Dai H Chung, William P Tansey, Qi Liu, April M Weissmiller

Collectively, the MYC family of oncoprotein transcription factors is overexpressed in more than half of all malignancies. The ability of MYC proteins to access chromatin is fundamental to their role in promoting oncogenic gene expression programs in cancer and this function depends on MYC-cofactor interactions. One such cofactor is the chromatin regulator WDR5, which in models of Burkitt lymphoma facilitates recruitment of the c-MYC protein to chromatin at genes associated with protein synthesis, allowing for tumor progression and maintenance. However, beyond Burkitt lymphoma, it is unknown whether these observations extend to other cancers or MYC family members, and whether WDR5 can be deemed as a "universal" MYC recruiter. Here, we focus on N-MYC amplified neuroblastoma to determine the extent of colocalization between N-MYC and WDR5 on chromatin while also demonstrating that like c-MYC, WDR5 can facilitate the recruitment of N-MYC to conserved WDR5-bound genes. We conclude based on this analysis that N-MYC and WDR5 colocalize invariantly across cell lines at predicted sites of facilitated recruitment associated with protein synthesis genes. Surprisingly, we also identify N-MYC-WDR5 cobound genes that are associated with DNA repair and cell cycle processes. Dissection of chromatin binding characteristics for N-MYC and WDR5 at all cobound genes reveals that sites of facilitated recruitment are inherently different than most N-MYC-WDR5 cobound sites. Our data reveals that WDR5 acts as a universal MYC recruiter at a small cohort of previously identified genes and highlights novel biological functions that may be coregulated by N-MYC and WDR5 to sustain the neuroblastoma state.

总的来说,癌蛋白转录因子的MYC家族在超过一半的恶性肿瘤中过表达。MYC蛋白访问染色质的能力是其在癌症中促进致癌基因表达程序的作用的基础,这种功能取决于MYC辅因子的相互作用。一种这样的辅因子是染色质调节因子WDR5,其在伯基特淋巴瘤模型中促进c-MYC蛋白在与蛋白质合成相关的基因处募集到染色质,从而允许肿瘤进展和维持。然而,除了伯基特淋巴瘤,尚不清楚这些观察结果是否延伸到其他癌症或MYC家族成员,以及WDR5是否可以被视为“通用”的MYC招募者。在这里,我们专注于N-MYC扩增的神经母细胞瘤,以确定N-MYC和WDR5在染色质上的共定位程度,同时也证明了与c-MYC一样,WDR5可以促进N-MYC向保守的WDR5结合基因的募集。基于这一分析,我们得出结论,N-MYC和WDR5在细胞系中与蛋白质合成基因相关的促进募集的预测位点不变地共定位。令人惊讶的是,我们还鉴定了与DNA修复和细胞周期过程相关的N-MYC-WDR5共结合基因。对所有共结合基因的N-MYC和WDR5的染色质结合特征的分析表明,促进募集的位点与大多数N-MYC-WDR5共结合位点本质上不同。我们的数据显示,WDR5在先前鉴定的一小群基因中起到了通用MYC招募者的作用,并强调了N-MYC和WDR5可能共同调节的新的生物功能,以维持神经母细胞瘤状态。
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引用次数: 0
Integrated analysis of single-cell and bulk RNA sequencing data reveals an immunostimulatory microenvironment in tumor thrombus of osteosarcoma. 单细胞和大量RNA测序数据的综合分析揭示了骨肉瘤肿瘤血栓中的免疫刺激微环境。
IF 6.2 2区 医学 Q1 ONCOLOGY Pub Date : 2023-05-27 DOI: 10.1038/s41389-023-00474-2
Tao Ji, Qianyu Shi, Song Mei, Jiuhui Xu, Haijie Liang, Lu Xie, Tingting Ren, Kunkun Sun, Dasen Li, Xiaodong Tang, Peng Zhang, Wei Guo

Tumor thrombus of bone sarcomas represents a unique reservoir for various types of cancer and immune cells, however, the investigation of tumor thrombus at a single-cell level is very limited. And it is still an open question to identify the thrombus-specific tumor microenvironment that is associated with the tumor-adaptive immune response. Here, by analyzing bulk tissue and single-cell level transcriptome from the paired thrombus and primary tumor samples of osteosarcoma (OS) patients, we define the immunostimulatory microenvironment in tumor thrombus of OS with a higher proportion of tumor-associated macrophages with M1-like states (TAM-M1) and TAM-M1 with high expression of CCL4. OS tumor thrombus is found to have upregulated IFN-γ and TGF-β signalings that are related to immune surveillance of circulating tumor cells in blood circulation. Further multiplexed immunofluorescence staining of the CD3/CD4/CD8A/CD68/CCL4 markers validates the immune-activated state in the tumor thrombus samples. Our study first reports the transcriptome differences at a single-cell level between tumor thrombus and primary tumor in sarcoma.

骨肉瘤的肿瘤血栓为各种类型的癌症和免疫细胞提供了一个独特的储存库,然而,在单细胞水平上对肿瘤血栓的研究非常有限。确定与肿瘤适应性免疫反应相关的血栓特异性肿瘤微环境仍然是一个悬而未决的问题。本文通过分析骨肉瘤(OS)患者配对血栓和原发肿瘤样本的大块组织和单细胞水平转录组,我们定义了骨肉瘤(OS)肿瘤血栓中的免疫刺激微环境,其中具有较高比例的肿瘤相关巨噬细胞具有m1样状态(TAM-M1)和高表达CCL4的TAM-M1。OS肿瘤血栓发现IFN-γ和TGF-β信号上调,这些信号与血液循环中循环肿瘤细胞的免疫监视有关。进一步对CD3/CD4/CD8A/CD68/CCL4标记物进行多路免疫荧光染色,验证肿瘤血栓样本的免疫激活状态。我们的研究首次报道了肿瘤血栓和肉瘤原发肿瘤在单细胞水平上的转录组差异。
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引用次数: 2
CDK4/6 inhibitors and the pRB-E2F1 axis suppress PVR and PD-L1 expression in triple-negative breast cancer. CDK4/6抑制剂和pRB-E2F1轴抑制三阴性乳腺癌中PVR和PD-L1的表达。
IF 6.2 2区 医学 Q1 ONCOLOGY Pub Date : 2023-05-26 DOI: 10.1038/s41389-023-00475-1
Mariusz Shrestha, Dong-Yu Wang, Yaacov Ben-David, Eldad Zacksenhaus

Immune-checkpoint (IC) modulators like the poliovirus receptor (PVR) and programmed death ligand 1 (PD-L1) attenuate innate and adaptive immune responses and are potential therapeutic targets for diverse malignancies, including triple-negative breast cancer (TNBC). The retinoblastoma tumor suppressor, pRB, controls cell growth through E2F1-3 transcription factors, and its inactivation drives metastatic cancer, yet its effect on IC modulators is contentious. Here, we show that RB-loss and high E2F1/E2F2 signatures correlate with expression of PVR, CD274 (PD-L1 gene) and other IC modulators and that pRB represses whereas RB depletion and E2F1 induce PVR and CD274 in TNBC cells. Accordingly, the CDK4/6 inhibitor, palbociclib, suppresses both PVR and PD-L1 expression. Palbociclib also counteracts the effect of CDK4 on SPOP, leading to its depletion, but the overall effect of palbociclib is a net reduction in PD-L1 level. Hydrochloric acid, commonly used to solubilize palbociclib, counteracts its effect and induces PD-L1 expression. Remarkably, lactic acid, a by-product of glycolysis, also induces PD-L1 as well as PVR. Our results suggest a model in which CDK4/6 regulates PD-L1 turnover by promoting its transcription via pRB-E2F1 and degradation via SPOP and that the CDK4/6-pRB-E2F pathway couples cell proliferation with the induction of multiple innate and adaptive immunomodulators, with direct implications for cancer progression, anti-CDK4/6- and IC-therapies.

免疫检查点(IC)调节剂,如脊髓灰质炎病毒受体(PVR)和程序性死亡配体1 (PD-L1)减弱先天和适应性免疫反应,是多种恶性肿瘤的潜在治疗靶点,包括三阴性乳腺癌(TNBC)。视网膜母细胞瘤肿瘤抑制因子pRB通过E2F1-3转录因子控制细胞生长,其失活可驱动转移性癌症,但其对IC调节剂的作用仍存在争议。在这里,我们发现RB缺失和高E2F1/E2F2特征与PVR、CD274 (PD-L1基因)和其他IC调节剂的表达相关,并且在TNBC细胞中,pRB抑制PVR和CD274,而RB缺失和E2F1诱导PVR和CD274。因此,CDK4/6抑制剂palbociclib抑制PVR和PD-L1的表达。帕博西尼也抵消CDK4对SPOP的作用,导致其耗竭,但帕博西尼的总体效果是PD-L1水平的净降低。盐酸,通常用于帕博西尼的增溶,抵消其作用,诱导PD-L1表达。值得注意的是,糖酵解的副产物乳酸也能诱导PD-L1和PVR。我们的研究结果表明,CDK4/6通过促进其通过pRB-E2F1的转录和通过SPOP的降解来调节PD-L1的转换,并且CDK4/6- prb - e2f途径将细胞增殖与多种先天和适应性免疫调节剂的诱导结合起来,直接影响癌症进展、抗CDK4/6和ic治疗。
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引用次数: 4
Phosphorylation of IWS1 by AKT maintains liposarcoma tumor heterogeneity through preservation of cancer stem cell phenotypes and mesenchymal-epithelial plasticity. AKT磷酸化IWS1通过维持肿瘤干细胞表型和间充质上皮可塑性来维持脂肪肉瘤肿瘤的异质性。
IF 6.2 2区 医学 Q1 ONCOLOGY Pub Date : 2023-05-26 DOI: 10.1038/s41389-023-00469-z
Yu Wang, Hongji Zhang, Alessandro La Ferlita, Nipin Sp, Marina Goryunova, Patricia Sarchet, Zhiwei Hu, Michael Sorkin, Alex Kim, Hai Huang, Hua Zhu, Allan Tsung, Raphael E Pollock, Joal D Beane

Chemotherapy remains the mainstay of treatment for patients with advanced liposarcoma (LPS), but response rates are only 25% and the overall survival at 5 years is dismal at 20-34%. Translation of other therapies have not been successful and there has been no significant improvement in prognosis for nearly 20 years. The aberrant activation of the phosphatidylinositol 3-kinase (PI3K)/AKT pathway has been implicated in the aggressive clinical behavior LPS and in resistance to chemotherapy, but the precise mechanism remains elusive and efforts to target AKT clinically have failed. Here we show that the AKT-mediated phosphorylation of the transcription elongation factor IWS1, promotes the maintenance of cancer stem cells in both cell and xenograft models of LPS. In addition, phosphorylation of IWS1 by AKT contributes to a "metastable" cell phenotype, characterized by mesenchymal/epithelial plasticity. The expression of phosphorylated IWS1 also promotes anchorage-dependent and independent growth, cell migration, invasion, and tumor metastasis. In patients with LPS, IWS1 expression is associated with reduced overall survival, increased frequency of recurrence, and shorter time to relapse after resection. These findings indicate that IWS1-mediated transcription elongation is an important regulator of human LPS pathobiology in an AKT-dependent manner and implicate IWS1 as an important molecular target to treat LPS.

化疗仍然是晚期脂肪肉瘤(LPS)患者的主要治疗方法,但有效率只有25%,5年总生存率为20-34%,令人沮丧。其他治疗方法的转化尚未成功,近20年来预后没有明显改善。磷脂酰肌醇3-激酶(PI3K)/AKT通路的异常激活与LPS侵袭性临床行为和化疗耐药有关,但其确切机制尚不清楚,临床上针对AKT的努力也失败了。在这里,我们发现akt介导的转录延伸因子IWS1的磷酸化,促进了LPS细胞和异种移植模型中癌症干细胞的维持。此外,AKT磷酸化IWS1有助于“亚稳态”细胞表型,其特征是间充质/上皮可塑性。磷酸化IWS1的表达也促进锚定依赖性和独立生长、细胞迁移、侵袭和肿瘤转移。在LPS患者中,IWS1的表达与总生存率降低、复发频率增加和切除术后复发时间缩短有关。这些发现表明,IWS1介导的转录延伸是人类LPS病理生物学的重要调节因子,以akt依赖的方式,暗示IWS1是治疗LPS的重要分子靶点。
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引用次数: 1
Circlehunter: a tool to identify extrachromosomal circular DNA from ATAC-Seq data. Circlehunter:从ATAC-Seq数据中识别染色体外环状DNA的工具。
IF 6.2 2区 医学 Q1 ONCOLOGY Pub Date : 2023-05-22 DOI: 10.1038/s41389-023-00476-0
Manqiu Yang, Shufan Zhang, Rong Jiang, Shaomu Chen, Moli Huang

In cancer, extrachromosomal circular DNA (ecDNA), or megabase-pair amplified circular DNA, plays an essential role in intercellular heterogeneity and tumor cell revolution because of its non-Mendelian inheritance. We developed circlehunter ( https://github.com/suda-huanglab/circlehunter ), a tool for identifying ecDNA from ATAC-Seq data using the enhanced chromatin accessibility of ecDNA. Using simulated data, we showed that circlehunter has an F1 score of 0.93 at 30× local depth and read lengths as short as 35 bp. Based on 1312 ecDNAs predicted from 94 publicly available datasets of ATAC-Seq assays, we found 37 oncogenes contained in these ecDNAs with amplification characteristics. In small cell lung cancer cell lines, ecDNA containing MYC leads to amplification of MYC and cis-regulates the expression of NEUROD1, resulting in an expression pattern consistent with the NEUROD1 high expression subtype and sensitive to Aurora kinase inhibitors. This showcases that circlehunter could serve as a valuable pipeline for the investigation of tumorigenesis.

在癌症中,染色体外环状DNA (ecDNA)或巨酶对扩增的环状DNA因其非孟德尔遗传而在细胞间异质性和肿瘤细胞革命中起重要作用。我们开发了circlehunter (https://github.com/suda-huanglab/circlehunter),这是一种利用增强的ecDNA染色质可及性从ATAC-Seq数据中识别ecDNA的工具。利用模拟数据,我们发现circlehunter在30倍局部深度下的F1分数为0.93,读取长度短至35 bp。基于94个公开可用的ATAC-Seq检测数据集预测的1312个ecdna,我们发现这些ecdna中包含37个具有扩增特征的癌基因。在小细胞肺癌细胞系中,含有MYC的ecDNA导致MYC扩增,顺式调节NEUROD1的表达,导致与NEUROD1高表达亚型一致的表达模式,并对极光激酶抑制剂敏感。这表明circlehunter可以作为研究肿瘤发生的一个有价值的途径。
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引用次数: 2
期刊
Oncogenesis
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