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Excitatory neurons and oligodendrocyte precursor cells are vulnerable to focal cortical dysplasia type IIIa as suggested by single-nucleus multiomics 单核多组学研究表明,兴奋性神经元和少突胶质细胞前体细胞容易患局灶性皮质发育不良 IIIa 型。
IF 7.9 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-10-23 DOI: 10.1002/ctm2.70072
Yingying Liu, Yinchao Li, Yaqian Zhang, Yubao Fang, Lei Lei, Jiabin Yu, Hongping Tan, Lisen Sui, Qiang Guo, Liemin Zhou
<div> <section> <h3> Background</h3> <p>Focal cortical dysplasia (FCD) is a heterogeneous group of cortical developmental malformations that constitute a common cause of medically intractable epilepsy. FCD type IIIa (FCD IIIa) refers to temporal neocortex alterations in architectural organisation or cytoarchitectural composition in the immediate vicinity of hippocampal sclerosis. Slight alterations in the temporal neocortex of FCD IIIa patients pose a challenge for the preoperative diagnosis and definition of the resection range.</p> </section> <section> <h3> Methods</h3> <p>We have performed multimodal integration of single-nucleus RNA sequencing and single-nucleus assay for transposase-accessible chromatin sequencing in the epileptogenic cortex of four patients with FCD IIIa, and three relatively normal temporal neocortex were chosen as controls.</p> </section> <section> <h3> Results</h3> <p>Our study revealed that the most significant dysregulation occurred in excitatory neurons (ENs) and oligodendrocyte precursor cells (OPCs) in the epileptogenic cortex of FCD IIIa patients. In ENs, we constructed a transcription factor (TF)-hub gene regulatory network and found <i>DAB1</i><sup>high</sup> ENs subpopulation mediates neuronal immunity characteristically in FCD IIIa. Western blotting and immunofluorescence were used to validate the changes in protein expression levels caused by some of the key genes. The OPCs were activated and exhibited aberrant phenotypes in FCD IIIa, and TFs regulating reconstructed pseudotime trajectory were identified. Finally, our results revealed aberrant intercellular communication between ENs and OPCs in FCD IIIa patients.</p> </section> <section> <h3> Conclusions</h3> <p>Our study revealed significant and intricate alterations in the transcriptomes and epigenomes in ENs and OPCs of FCD IIIa patients, shedding light on their cell type-specific regulation and potential pathogenic involvement in this disorder. This work will help evaluate the pathogenesis of cortical dysplasia and epilepsy and explore potential therapeutic targets.</p> </section> <section> <h3> Key points</h3> <div> <ul> <li> <p>Paired snRNA-seq and snATAC-seq data were intergrated and analysed to identify crucial subpopulations of ENs and OPCs in the epileptogenic cortex of FCD IIIa patients and explore their possible pathogenic role in the disease.</p>
背景:局灶性皮质发育不良(FCD)是一组异质性皮质发育畸形,是医学上难治性癫痫的常见病因。颞叶皮质发育异常 IIIa 型(FCD IIIa)是指紧邻海马硬化的颞叶新皮质的结构组织或细胞结构组成发生改变。FCD IIIa 型患者颞新皮质的轻微改变给术前诊断和确定切除范围带来了挑战:方法:我们在四名 FCD IIIa 患者的致痫皮质中进行了单核 RNA 测序和单核转座酶染色质测序的多模式整合研究,并选择了三个相对正常的颞新皮质作为对照:结果:我们的研究发现,在 FCD IIIa 患者的致痫皮质中,兴奋性神经元(ENs)和少突胶质细胞前体细胞(OPCs)出现了最明显的失调。在ENs中,我们构建了一个转录因子(TF)-枢纽基因调控网络,发现DAB1高的ENs亚群介导了FCD IIIa患者的神经元免疫特征。利用 Western 印迹和免疫荧光验证了一些关键基因引起的蛋白表达水平变化。在 FCD IIIa 中,OPCs 被激活并表现出异常表型,而调节重建假时轨迹的 TFs 也被鉴定出来。最后,我们的研究结果表明,在FCD IIIa患者中,ENs和OPCs之间的细胞间通讯异常:我们的研究揭示了FCD IIIa患者ENs和OPCs的转录组和表观基因组发生了重大而复杂的改变,从而揭示了它们的细胞类型特异性调控以及在这种疾病中的潜在致病作用。这项工作将有助于评估大脑皮层发育不良和癫痫的发病机制,并探索潜在的治疗靶点:通过整合和分析成对的snRNA-seq和snATAC-seq数据,确定了FCD IIIa患者致痫皮质中ENs和OPCs的关键亚群,并探讨了它们在该疾病中可能的致病作用。在ENs中构建了一个TF-hub基因调控网络,DAB1高的Ex-1介导的神经元免疫是FCD IIIa患者的特征。FCD IIIa 患者的 OPCs 被激活并表现出异常的表型,并确定了调节重建假时序的 TFs。在FCD IIIa患者中发现了ENs和OPCs之间异常的细胞间通信。
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引用次数: 0
Reinventing magnetic resonance imaging for accessible healthcare: Whole-body imaging at 0.05 Tesla 重塑磁共振成像,实现无障碍医疗:0.05 特斯拉下的全身成像。
IF 7.9 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-10-23 DOI: 10.1002/ctm2.70071
Ed X. Wu, Xiaoyuan Feng
<p>Magnetic resonance imaging (MRI) technology has revolutionized the field of medical imaging by providing a non-invasive, non-ionizing and quantitative approach to visualizing different tissue types and assessing their structural and physiological integrity. Despite its importance and five decades of engineering development, the accessibility of MRI is low and extremely inhomogeneous around the world. This is due to the high cost and complex infrastructure requirements of existing high-field superconducting MRI scanners, which limit their availability in low and middle-income countries, and exclude their easy access in many healthcare facilities such as neurology clinics, trauma centres, surgical suites, neonatal/pediatric centres and community clinics. We and others have made intensive efforts in recent years to engineer low-cost and shielding-free MRI scanners for brain imaging at ultra-low-field (ULF) strengths (<0.1 T).<span><sup>1-5</sup></span> However, these developments are limited to brain and extremity imaging and their image quality is generally poor.</p><p>Recently we have developed a compact, low-power and highly simplified ULF MRI scanner that enables whole-body imaging with high image quality via computing.<span><sup>6</sup></span> In this work, we designed and prototyped a cost-effective whole-body 0.05 T MRI scanner that operates on a standard AC wall power outlet without any radiofrequency (RF) or magnetic shielding cages. The system utilized a compact 0.05 T permanent neodymium ferrite boron magnet with a double-plate structure and required no RF shielding cages (Figure 1A). To address electromagnetic interference (EMI) during scanning, we deployed active EMI sensing during scanning and deep learning direct signal prediction (Deep-DSP) strategy to retrospectively predict EMI-free MR signals prior to image reconstruction<span><sup>5, 7, 8</sup></span> (Figure 1B). We implemented and experimentally optimized the commonly used imaging protocols using phantoms and volunteers, keeping scan time at 8 min or less for each protocol. Our Deep-DSP strategy showed superior performance compared to other EMI reduction methods. Using traditional Fourier image reconstruction, we were able to image various anatomical structures with different MRI contrasts, including the brain, spine, abdomen, lung, extremities and heart (Figure 2A). We were also able to estimate cardiac function and visualize major vessels in the neck using time-of-flight magnetic resonance angiography without any exogenous contrast agent. However, these images exhibited a high level of noise and artefacts due to a drastically reduced MR signal at 0.05 T versus the standard 3 T. To address this challenge, we developed novel data-driven deep-learning image reconstruction methods to significantly advance ULF MRI image quality. We formulated a 3D partial Fourier super-resolution (PF-SR) strategy<span><sup>9, 10</sup></span> that integrates image reconstruction and super-res
磁共振成像(MRI)技术提供了一种非侵入性、非电离和定量的方法来观察不同类型的组织并评估其结构和生理完整性,从而彻底改变了医学成像领域。尽管核磁共振成像技术非常重要,而且经过了五十年的工程发展,但其普及率却很低,世界各地的普及程度也极不均衡。这是由于现有的高磁场超导核磁共振成像扫描仪成本高昂,基础设施要求复杂,限制了其在中低收入国家的可用性,而且许多医疗机构,如神经科诊所、创伤中心、手术室、新生儿/儿科中心和社区诊所都无法方便地使用。最近,我们开发了一种结构紧凑、低功耗、高度简化的超低场磁共振成像扫描仪,可通过计算实现全身成像,并具有较高的图像质量6。在这项工作中,我们设计并试制了一种经济高效的全身 0.05 T MRI 扫描仪,它可在标准交流壁式电源插座上运行,无需任何射频(RF)或磁屏蔽笼。该系统采用双板结构的紧凑型 0.05 T 永久钕铁硼磁铁,无需射频屏蔽罩(图 1A)。为了解决扫描过程中的电磁干扰(EMI)问题,我们在扫描过程中部署了主动 EMI 检测和深度学习直接信号预测(Deep-DSP)策略,以便在图像重建之前回溯预测无 EMI 的磁共振信号5、7、8(图 1B)。我们使用模型和志愿者实施并实验优化了常用的成像方案,将每个方案的扫描时间控制在 8 分钟以内。与其他减少电磁干扰的方法相比,我们的 Deep-DSP 策略表现出更优越的性能。利用传统的傅立叶图像重建技术,我们能够用不同的磁共振成像对比度对各种解剖结构进行成像,包括大脑、脊柱、腹部、肺部、四肢和心脏(图 2A)。我们还能在不使用任何外源性造影剂的情况下,利用飞行时间磁共振血管造影术估测心脏功能并观察颈部的主要血管。然而,与标准的 3 T 相比,0.05 T 的磁共振信号急剧下降,因此这些图像显示出高水平的噪声和伪影。为了应对这一挑战,我们开发了新颖的数据驱动深度学习图像重建方法,以显著提高超低频磁共振成像的质量。我们制定了一种三维部分傅立叶超分辨率(PF-SR)策略9、10,将图像重建和超分辨率融为一体。通过从高场 MRI 数据集中学习,PF-SR 重建方法抑制了伪影和噪声,提高了空间分辨率,从而改善了图像质量。PF-SR 方法提高了大脑、脊柱、腹部和膝关节的清晰度和可视化(图 2B)。这些 PF-SR 结果表明,深度学习 PF-SR 图像重建技术在推进超低频磁共振成像方面具有前所未有的能力。本研究中展示的由计算驱动的全身超低频磁共振成像技术具有补充现有高性能高场临床磁共振成像的潜力,提供了一种更经济实惠、更容易获得的选择。超低频磁共振成像具有几个明显的优势,包括开放的扫描环境、较低的声学噪声、对金属植入物的低敏感性、空气/组织界面的较少图像易感伪影以及极低的射频特异性吸收率。超低频磁共振成像还能为患者带来更舒适的体验,并在金属植入物或碎片存在时发挥优势。此外,由于纵向磁化恢复更快,横向磁化衰减更慢,因此超低频成像可实现更省时的数据采集方案5。5 超低频磁共振成像扫描仪本身价格低廉,操作简便,虽然在本研究中没有显示,但我们设想通过简单、智能的用户界面,如带有自动成像定位功能的单键扫描,可轻松实现扫描仪的自动化操作,用户无需接受专门培训。这种简化而智能的核磁共振成像技术尤其适用于中低收入国家和发达国家的医疗保健领域,可将核磁共振成像技术的使用范围扩大到传统放射科以外。通过提供低成本的筛查、诊断、监测和图像引导干预,医疗服务提供商可以让成像功能更贴近患者,最终提高患者护理水平和治疗效果。
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引用次数: 0
Unconventional microRNA role: Enhancing the human leukocyte antigen class I antigen processing pathway via interacting with a silencer 非常规 microRNA 作用:通过与沉默器相互作用增强人类白细胞抗原 I 类抗原处理途径。
IF 7.9 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-10-22 DOI: 10.1002/ctm2.70010
Yuan Wang, Maria-Filothei Lazaridou, Theresa Kordaß, Chiara Massa, Christoforos K. Vaxevanis, Stefan Eichmüller, Barbara Seliger
<p>Dear Editor,</p><p>The unconventional functional mechanisms of microRNA (miRNA)-mediated RNA or protein activation are complex and diverse,<span><sup>1</sup></span> like miRNA binding to AU-rich elements (ARE)<span><sup>2</sup></span> or competing with RNA-binding proteins.<span><sup>3</sup></span> Our own data demonstrated that miR-16 could bind to the coding sequence (CDS) of classical and non-classical human leukocyte antigen class I (HLA-I) molecules, thereby inducing their expression.<span><sup>4</sup></span> However, the interaction of silencers with miRNAs has not yet been investigated. Silencer features include a high GC content,<span><sup>5</sup></span> DNase hypersensitivity sites<span><sup>6</sup></span> and H3K27me3 regions.<span><sup>7</sup></span> Here we identified for the first time that miR-155-5p can directly bind a silencer in the 3′untranslated region (3′UTR) of TAP-binding protein (tpn) thereby increasing the HLA-I surface expression.</p><p>Using miRNA trapping by RNA in vitro affinity purification (miTRAP),<span><sup>8</sup></span> in silico analyses and molecular experiments, we identified miR-155-5p targeting of tpn 3′ UTR in melanoma cells affecting tpn and cell surface HLA-I expression, which has also clinical relevance. Interestingly, upon deletion of the predicted binding site within tpn 3´UTR (Figure 1A), luciferase (luc) reporter assays indicated higher relative luc activity of the wild type (wt) compared to the del 3′UTR in HEK293T cells (Figure 1B), which is opposite to the conventional function of miRNAs leading to a downregulation. Overexpression of miR-155-5p in three melanoma cell lines (Figure 1C) increased their tpn messenger RNA (mRNA) (Figure 1D) and protein levels (Figure 1E,F). This upregulation was specific for tpn since the mRNA of programmed death ligand 1 (PD-L1), another target of miR-155-5p,<span><sup>9</sup></span> was downregulated in the miR-155-5p-transfected MZ-Mel2 cell line (Figure 1G). Despite the overall expression levels of the HLA-I heavy chain (HC) were not altered in the miR-155-5p transfectants (Figure 1F,H), a tpn-mediated upregulation of the HLA-ABC and HLA-BC surface antigens was found on FM81 and MZ-Mel2 cells (Figure 1I,J), but not on FM3 cells, which might be probably due to the high HLA-I surface expression when compared to FM81 and MZ-Mel2 cells (Figure 1F). Actinomycin D treatment revealed a significant increase in the tpn mRNA half-life in FM81 miR-155-5p transfectants (Figure 1K). Using a CD107a degranulation assay, a reduced NK cell-mediated cytotoxicity against miR-155-5p transfected MZ-Mel2 cells expressing increased HLA-I surface antigens was shown by lower numbers of CD107a-positive NK cells (Figure 1L).</p><p>The overall survival (OS) analysis of 214 metastatic melanoma cases with patients’ outcomes demonstrated a positive correlation of miR-155 (miR-155HG) (Figure 2A), tpn (Figure 2B) and HLA-A (Figure 2C) expression levels with the OS of patients, thereby confirmi
桑格测序(数据未显示)和 PCR 扩增(图 S2L)表明,与模拟载体(PX458)相比,miR-155-5p 结合位点(R3R9)的成功缺失导致了 tpn mRNA 和蛋白质水平的上调(图 3D-F)。如图 3G 所示,miR-155 组的 tpn 表达量(绿色)高于其他两组,而 H3K27me3 的表达量(红色)呈反比,这是因为免疫沉淀显示 tpn 与 H3K27me3 直接或间接结合(图 S2M),这加强了该结合位点是沉默器一部分的证据。最后,为了排除 miRNA 介导的 tpn 激活是由 RBPs 引起的,研究人员探讨了已知能与 tpn 3′UTR 结合的四种蛋白 HNRNPL、HNRNPC、IGF2BP1 和 IGF2BP3。与 HNRNPC 和 HNRNPL 相比,IGF2BP1 和 IGF2BP3 的结合位点与 miR-155-5p 的结合位点重叠(图 S3A-D)。有趣的是,miR-155-5p 的结合位点是 IGF2BP1 和 IGF2BP3 潜在结合位点的一部分,其中包含一个富含 GC 和一个富含 AU 的元件(图 S3E)。这项研究提出了一种新的非传统 miRNA 功能,即通过结合沉默子从而激活下游通路来增强靶转录(图 4)。以 miR-155-5p 为模型,这是首次报道:(i) 在 tpn 3′UTR 中发现沉默子;(ii) 与非编码 RNA 直接相互作用;(iii) 具有临床意义。这些数据扩展了 miRNA 的功能,为我们对沉默子的认识增添了新的见解:王远、芭芭拉-塞利格(Barbara Seliger)、特雷莎-科尔达斯(Theresa Kordaß)和斯特凡-埃希米勒(Stefan Eichmüller)。方法:Yuan Wang、Maria-Filothei王远、玛丽亚-菲洛特西-拉扎里杜、基娅拉-马萨、特雷莎-科尔达斯、克里斯托弗罗斯-K-瓦克塞瓦尼斯。调查:王远、Maria-Filothei Lazaridou 和 Chiara Massa。可视化:王远、玛丽亚-菲洛蒂-拉扎里杜和基娅拉-马萨。资金获取:Barbara Seliger 和 Stefan Massa:Barbara Seliger 和 Stefan Eichmüller;写作-原稿:撰写-原稿:Yuan Wang 和 Barbara Seliger;撰写-审阅&amp;编辑:王元、芭芭拉-塞利格、特雷莎-科尔达斯、斯特凡-艾希米勒、玛丽亚-菲洛特西-拉扎里杜、奇亚拉-马萨、克里斯托弗罗斯-K-瓦克塞瓦尼斯。作者声明无利益冲突。本研究工作得到了德国克雷布斯基金会(Deutsche Krebshilfe)341025929 号基金(芭芭拉-塞利格)和德国科学基金会(Deutsche Forschungsgemeinschaft)SE581/33-1 号基金的资助:SE581/33-1。
{"title":"Unconventional microRNA role: Enhancing the human leukocyte antigen class I antigen processing pathway via interacting with a silencer","authors":"Yuan Wang,&nbsp;Maria-Filothei Lazaridou,&nbsp;Theresa Kordaß,&nbsp;Chiara Massa,&nbsp;Christoforos K. Vaxevanis,&nbsp;Stefan Eichmüller,&nbsp;Barbara Seliger","doi":"10.1002/ctm2.70010","DOIUrl":"10.1002/ctm2.70010","url":null,"abstract":"&lt;p&gt;Dear Editor,&lt;/p&gt;&lt;p&gt;The unconventional functional mechanisms of microRNA (miRNA)-mediated RNA or protein activation are complex and diverse,&lt;span&gt;&lt;sup&gt;1&lt;/sup&gt;&lt;/span&gt; like miRNA binding to AU-rich elements (ARE)&lt;span&gt;&lt;sup&gt;2&lt;/sup&gt;&lt;/span&gt; or competing with RNA-binding proteins.&lt;span&gt;&lt;sup&gt;3&lt;/sup&gt;&lt;/span&gt; Our own data demonstrated that miR-16 could bind to the coding sequence (CDS) of classical and non-classical human leukocyte antigen class I (HLA-I) molecules, thereby inducing their expression.&lt;span&gt;&lt;sup&gt;4&lt;/sup&gt;&lt;/span&gt; However, the interaction of silencers with miRNAs has not yet been investigated. Silencer features include a high GC content,&lt;span&gt;&lt;sup&gt;5&lt;/sup&gt;&lt;/span&gt; DNase hypersensitivity sites&lt;span&gt;&lt;sup&gt;6&lt;/sup&gt;&lt;/span&gt; and H3K27me3 regions.&lt;span&gt;&lt;sup&gt;7&lt;/sup&gt;&lt;/span&gt; Here we identified for the first time that miR-155-5p can directly bind a silencer in the 3′untranslated region (3′UTR) of TAP-binding protein (tpn) thereby increasing the HLA-I surface expression.&lt;/p&gt;&lt;p&gt;Using miRNA trapping by RNA in vitro affinity purification (miTRAP),&lt;span&gt;&lt;sup&gt;8&lt;/sup&gt;&lt;/span&gt; in silico analyses and molecular experiments, we identified miR-155-5p targeting of tpn 3′ UTR in melanoma cells affecting tpn and cell surface HLA-I expression, which has also clinical relevance. Interestingly, upon deletion of the predicted binding site within tpn 3´UTR (Figure 1A), luciferase (luc) reporter assays indicated higher relative luc activity of the wild type (wt) compared to the del 3′UTR in HEK293T cells (Figure 1B), which is opposite to the conventional function of miRNAs leading to a downregulation. Overexpression of miR-155-5p in three melanoma cell lines (Figure 1C) increased their tpn messenger RNA (mRNA) (Figure 1D) and protein levels (Figure 1E,F). This upregulation was specific for tpn since the mRNA of programmed death ligand 1 (PD-L1), another target of miR-155-5p,&lt;span&gt;&lt;sup&gt;9&lt;/sup&gt;&lt;/span&gt; was downregulated in the miR-155-5p-transfected MZ-Mel2 cell line (Figure 1G). Despite the overall expression levels of the HLA-I heavy chain (HC) were not altered in the miR-155-5p transfectants (Figure 1F,H), a tpn-mediated upregulation of the HLA-ABC and HLA-BC surface antigens was found on FM81 and MZ-Mel2 cells (Figure 1I,J), but not on FM3 cells, which might be probably due to the high HLA-I surface expression when compared to FM81 and MZ-Mel2 cells (Figure 1F). Actinomycin D treatment revealed a significant increase in the tpn mRNA half-life in FM81 miR-155-5p transfectants (Figure 1K). Using a CD107a degranulation assay, a reduced NK cell-mediated cytotoxicity against miR-155-5p transfected MZ-Mel2 cells expressing increased HLA-I surface antigens was shown by lower numbers of CD107a-positive NK cells (Figure 1L).&lt;/p&gt;&lt;p&gt;The overall survival (OS) analysis of 214 metastatic melanoma cases with patients’ outcomes demonstrated a positive correlation of miR-155 (miR-155HG) (Figure 2A), tpn (Figure 2B) and HLA-A (Figure 2C) expression levels with the OS of patients, thereby confirmi","PeriodicalId":10189,"journal":{"name":"Clinical and Translational Medicine","volume":"14 10","pages":""},"PeriodicalIF":7.9,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11496566/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142496133","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
CircRNome-wide characterisation reveals the promoting role of circAATF in anti-PD-L1 immunotherapy of gallbladder carcinoma 全 CircRNome 特征研究揭示了 circAATF 在胆囊癌抗 PD-L1 免疫疗法中的促进作用。
IF 7.9 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-10-20 DOI: 10.1002/ctm2.70060
Yueqi Wang, Shengli Li, Xiaobo Bo, Yuan Li, Changcheng Wang, Lingxi Nan, Dexiang Zhang, Houbao Liu, Jiwei Zhang

Circular RNAs (circRNAs) have been shown to play important roles in tumour development and tumour immunology. However, genome-wide characterisation of circRNAs and their roles in the immunology and immunotherapy of gallbladder carcinoma (GBC) has been lacking. We present a comprehensive characterisation of the circRNA landscape in GBC, revealing GBC-specific circRNAs. Our analysis found that circRNAs are significantly enriched in cell proliferation and are involved in cancer-related hallmarks. In particular, circAATF was upregulated in GBC, which was positively correlated with AATF mRNA expression, and promoted GBC cell growth. Through integrating computational and experimental approaches, we revealed that circAATF is positively associated with the CD4+ T cell abundance and PD-L1 level, and enhances the clinical benefits of anti-PD-L1 immunotherapy for GBC. We further demonstrate that circAATF elevates the PD-L1 level by activating phosphorylated AKT and acting as a sponge for miR-142-5p. CircAATF is positively associated with CD4+ T cells and PD-L1 levels and shows potential to aid anti-PD-L1 immunotherapy for GBC. Our study provides insights into roles of circAATF in the tumour development and immunology of GBC and accelerates the development of therapeutic strategies for GBC immunotherapy.

Highlights

  • We present a comprehensive characterisation of circRNA landscape in gallbladder carcinoma (GBC).

  • CircAATF is positively associated with CD4+ T cell abundance and PD-L1 expression and is shown to promote PD-L1 treatment in mouse model.

  • CircAATF can elevate PD-L1 level through phosphorylated AKT and linear AATF, which upregulates PD-L1 by acting as a sponge of miR-142-5p.

环状 RNA(circRNA)已被证明在肿瘤发生和肿瘤免疫学中发挥重要作用。然而,目前还缺乏对circRNA及其在胆囊癌(GBC)免疫学和免疫疗法中作用的全基因组表征。我们介绍了 GBC 中 circRNA 的全面特征,揭示了 GBC 特异性 circRNA。我们的分析发现,circRNAs 在细胞增殖过程中明显富集,并参与癌症相关特征。其中,circAATF在GBC中上调,与AATF mRNA的表达呈正相关,促进了GBC细胞的生长。通过整合计算和实验方法,我们发现 circAATF 与 CD4+ T 细胞丰度和 PD-L1 水平呈正相关,并能提高抗 PD-L1 免疫疗法对 GBC 的临床疗效。我们进一步证明,circAATF通过激活磷酸化AKT和充当miR-142-5p的海绵来提高PD-L1水平。circAATF与CD4+ T细胞和PD-L1水平呈正相关,显示出了辅助GBC抗PD-L1免疫疗法的潜力。我们的研究深入揭示了circAATF在GBC肿瘤发生和免疫学中的作用,并加快了GBC免疫疗法治疗策略的开发。亮点:我们展示了胆囊癌(GBC)中 circRNA 的全面特征。CircAATF与CD4+ T细胞丰度和PD-L1表达呈正相关,并在小鼠模型中显示出促进PD-L1治疗的作用。CircAATF可通过磷酸化AKT和线性AATF提高PD-L1水平,而线性AATF则通过作为miR-142-5p的海绵而上调PD-L1。
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引用次数: 0
Evolution of aberrant brain-wide spatiotemporal dynamics of resting-state networks in a Huntington's disease mouse model 亨廷顿氏病小鼠模型全脑静息态网络时空动态的异常演变
IF 7.9 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-10-18 DOI: 10.1002/ctm2.70055
Tamara Vasilkovska, Marlies Verschuuren, Dorian Pustina, Monica van den Berg, Johan Van Audekerke, Isabel Pintelon, Roger Cachope, Winnok H. De Vos, Annemie Van der Linden, Mohit H. Adhikari, Marleen Verhoye
<div> <section> <h3> Background</h3> <p>Huntington's disease (HD) is marked by irreversible loss of neuronal function for which currently no availability for disease-modifying treatment exists. Advances in the understanding of disease progression can aid biomarker development, which in turn can accelerate therapeutic discovery.</p> </section> <section> <h3> Methods</h3> <p>We characterised the progression of altered dynamics of whole-brain network states in the zQ175DN mouse model of HD using a dynamic functional connectivity (FC) approach to resting-state fMRI and identified quasi-periodic patterns (QPPs) of brain activity constituting the most prominent resting-state networks.</p> </section> <section> <h3> Results</h3> <p>The occurrence of the normative QPPs, as observed in healthy controls, was reduced in the HD model as the phenotype progressed. This uncovered progressive cessation of synchronous brain activity with phenotypic progression, which is not observed with the conventional static FC approaches. To better understand the potential underlying cause of the observed changes in these brain states, we further assessed how mutant huntingtin (mHTT) protein deposition affects astrocytes and pericytes – one of the most important effectors of neurovascular coupling, along phenotypic progression. Increased cell-type dependent mHTT deposition was observed at the age of onset of motor anomalies, in the caudate putamen, somatosensory and motor cortex, regions that are prominently involved in HD pathology as seen in humans.</p> </section> <section> <h3> Conclusion</h3> <p>Our findings provide meaningful insights into the development and progression of altered functional brain dynamics in this HD model and open new avenues in assessing the dynamics of whole brain states, through QPPs, in clinical HD research.</p> </section> <section> <h3> Highlights</h3> <div> <ul> <li>Hyperactivity in the LCN-linked regions within short QPPs observed before motor impairment onset.</li> <li>DMLN QPP presents a progressive decrease in DMLN activity and occurrence along HD-like phenotype development.</li> <li>Breakdown of the LCN DMLN state flux at motor onset leads to a subsequent absence of the LCN DMLN QPP at an advanced HD-like stage.</li> </ul> </div> </section>
背景 亨廷顿舞蹈症(Huntington's disease,HD)以不可逆转的神经元功能丧失为特征,目前尚无可改变病情的治疗方法。对疾病进展的进一步了解有助于生物标志物的开发,进而加快治疗方法的发现。 方法 我们使用动态功能连接(FC)方法对静息态 fMRI 进行研究,确定了构成最突出静息态网络的大脑活动准周期模式(QPPs),从而描述了 zQ175DN HD 小鼠模型中全脑网络状态动态改变的进展。 结果 在健康对照组中观察到的标准 QPPs 在 HD 模型中随着表型的进展而减少。这揭示了随着表型的发展,大脑同步活动逐渐停止,而传统的静态 FC 方法却观察不到这一点。为了更好地了解观察到的这些大脑状态变化的潜在根本原因,我们进一步评估了突变型亨廷汀(mHTT)蛋白沉积如何随着表型进展影响星形胶质细胞和周细胞--神经血管耦合的最重要效应因子之一。在尾状核、躯体感觉皮层和运动皮层运动异常的发病年龄段,观察到了细胞类型依赖性 mHTT 沉积的增加,而这些区域正是人类 HD 病理学的主要涉及区域。 结论 我们的研究结果为了解这种 HD 模型中大脑功能动态变化的发展和进程提供了有意义的见解,并为在临床 HD 研究中通过 QPP 评估整个大脑状态的动态变化开辟了新的途径。 研究亮点 在运动障碍发生之前,在短QPP内观察到LCN连接区域的过度活跃。 DMLN QPP 随着 HD 类表型的发展,DMLN 活性和发生率逐渐降低。 在运动障碍发病时,LCN DMLN 状态通量的破坏导致随后在类似 HD 的晚期阶段 LCN DMLN QPP 的缺失。
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引用次数: 0
Single-cell characterization of differentiation trajectories and drug resistance features in gastric cancer with peritoneal metastasis 腹膜转移胃癌分化轨迹和耐药性特征的单细胞表征
IF 7.9 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-10-18 DOI: 10.1002/ctm2.70054
Haoxin Peng, Lei Jiang, Jiajia Yuan, Xiangrong Wu, Nan Chen, Dan Liu, Yueting Liang, Yi Xie, Keren Jia, Yanyan Li, Xujiao Feng, Jian Li, Xiaotian Zhang, Lin Shen, Yang Chen
<div> <section> <h3> Background</h3> <p>Gastric cancer patients with peritoneal metastasis (GCPM) experience a rapidly deteriorating clinical trajectory characterized by therapeutic resistance and dismal survival, particularly following the development of malignant ascites. However, the intricate dynamics within the peritoneal microenvironment (PME) during the treatment process remain largely unknown.</p> </section> <section> <h3> Methods</h3> <p>Matched samples from primary tumours (PT), peritoneal metastases (PM), and paired pre-treatment and post-chemo/immunotherapy (anti-PD-1/PD-L1) progression malignant ascites samples, were collected from 48 patients. These samples were subjected to single-cell RNA sequencing (<i>n</i> = 30), multiplex immunofluorescence (<i>n</i> = 30), and spatial transcriptomics (<i>n</i> = 3). Furthermore, post hoc analyses of a phase 1 clinical trial (<i>n</i> = 20, NCT03710265) and an in-house immunotherapy cohort (<i>n</i> = 499) were conducted to validate the findings.</p> </section> <section> <h3> Results</h3> <p>Tracing the evolutionary trajectory of epithelial cells unveiled the terminally differentially MUC1+ cancer cells with a high epithelial-to-mesenchymal transition potential, and they demonstrated spatial proximity with fibroblasts and endothelial cells, correlating with poor prognosis. A significant expansion of macrophage infiltrates, which exhibited the highest proangiogenic activity, was observed in the ascites compared with PT and PM. Besides, higher C1Q+ macrophage infiltrates correlated with significantly lower GZMA+ T-lymphocyte infiltrates in therapeutic failure cases, potentially mediated by the LGALS9-CD45 and SPP1-CD44 ligand–receptor interactions. In the chemoresistant group, intimate interactions between C1Q+ macrophages and fibroblasts through the complement activation pathway were found. In the group demonstrating immunoresistance, heightened TGF-β production activity was detected in MUC1+ cancer cells, and they were skewed to interplay with C1Q+ macrophages through the GDF15-TGF-βR2 axis. Ultimately, post hoc analyses indicated that co-targeting TGF-β and PDL1 pathways may confer superior clinical benefits than sole anti-PD-1/PD-L1 therapy for patients presenting with GCPM at the time of diagnosis.</p> </section> <section> <h3> Conclusions</h3> <p>Our findings elucidated the cellular differentiation trajectories and crucial drug resistance features within PME, facilitating the exploration of effective targets for GCPM treatment.</p> </section> <section>
背景 有腹膜转移(GCPM)的胃癌患者的临床症状会迅速恶化,其特点是耐药和生存率低,尤其是在出现恶性腹水之后。然而,治疗过程中腹膜微环境(PME)内错综复杂的动态变化在很大程度上仍不为人所知。 方法 收集 48 名患者的原发肿瘤(PT)、腹膜转移灶(PM)以及治疗前和化疗/免疫治疗(抗 PD-1/PD-L1)后恶性腹水的配对样本。对这些样本进行了单细胞 RNA 测序(n = 30)、多重免疫荧光(n = 30)和空间转录组学(n = 3)分析。此外,还对一期临床试验(n = 20,NCT03710265)和内部免疫疗法队列(n = 499)进行了事后分析,以验证研究结果。 结果 追踪上皮细胞的进化轨迹发现,终末分化的 MUC1+ 癌细胞具有较高的上皮向间质转化潜能,它们与成纤维细胞和内皮细胞在空间上接近,与不良预后相关。与 PT 和 PM 相比,腹水中的巨噬细胞浸润明显扩大,表现出最高的促血管生成活性。此外,在治疗失败的病例中,较高的C1Q+巨噬细胞浸润与明显较低的GZMA+ T淋巴细胞浸润相关,这可能是由LGALS9-CD45和SPP1-CD44配体-受体相互作用介导的。在化疗耐药组中,发现 C1Q+ 巨噬细胞和成纤维细胞之间通过补体活化途径密切相互作用。在免疫抗体组中,发现 MUC1+ 癌细胞具有更强的 TGF-β 生成活性,而且它们倾向于通过 GDF15-TGF-βR2 轴与 C1Q+ 巨噬细胞相互作用。最终,事后分析表明,对于诊断时出现 GCPM 的患者,联合靶向 TGF-β 和 PDL1 通路可能比单独的抗 PD-1/PD-L1 治疗带来更好的临床疗效。 结论 我们的研究结果阐明了 PME 的细胞分化轨迹和关键耐药特征,有助于探索治疗 GCPM 的有效靶点。 亮点 MUC1+癌细胞具有高度的上皮-间质转化潜能,并在空间上靠近成纤维细胞和内皮细胞,构成了胃癌腹膜转移(GCPM)的驱动力。 在治疗失败的病例中,腹膜微环境中较高的C1Q+巨噬细胞浸润与明显较低的GZMA+ T淋巴细胞浸润相关。 对于确诊为GCPM的患者,联合靶向TGF-β和PDL1通路可能会比单纯的抗PD-1/PD-L1疗法带来更好的临床疗效。
{"title":"Single-cell characterization of differentiation trajectories and drug resistance features in gastric cancer with peritoneal metastasis","authors":"Haoxin Peng,&nbsp;Lei Jiang,&nbsp;Jiajia Yuan,&nbsp;Xiangrong Wu,&nbsp;Nan Chen,&nbsp;Dan Liu,&nbsp;Yueting Liang,&nbsp;Yi Xie,&nbsp;Keren Jia,&nbsp;Yanyan Li,&nbsp;Xujiao Feng,&nbsp;Jian Li,&nbsp;Xiaotian Zhang,&nbsp;Lin Shen,&nbsp;Yang Chen","doi":"10.1002/ctm2.70054","DOIUrl":"https://doi.org/10.1002/ctm2.70054","url":null,"abstract":"&lt;div&gt;\u0000 \u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Background&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Gastric cancer patients with peritoneal metastasis (GCPM) experience a rapidly deteriorating clinical trajectory characterized by therapeutic resistance and dismal survival, particularly following the development of malignant ascites. However, the intricate dynamics within the peritoneal microenvironment (PME) during the treatment process remain largely unknown.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Methods&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Matched samples from primary tumours (PT), peritoneal metastases (PM), and paired pre-treatment and post-chemo/immunotherapy (anti-PD-1/PD-L1) progression malignant ascites samples, were collected from 48 patients. These samples were subjected to single-cell RNA sequencing (&lt;i&gt;n&lt;/i&gt; = 30), multiplex immunofluorescence (&lt;i&gt;n&lt;/i&gt; = 30), and spatial transcriptomics (&lt;i&gt;n&lt;/i&gt; = 3). Furthermore, post hoc analyses of a phase 1 clinical trial (&lt;i&gt;n&lt;/i&gt; = 20, NCT03710265) and an in-house immunotherapy cohort (&lt;i&gt;n&lt;/i&gt; = 499) were conducted to validate the findings.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Results&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Tracing the evolutionary trajectory of epithelial cells unveiled the terminally differentially MUC1+ cancer cells with a high epithelial-to-mesenchymal transition potential, and they demonstrated spatial proximity with fibroblasts and endothelial cells, correlating with poor prognosis. A significant expansion of macrophage infiltrates, which exhibited the highest proangiogenic activity, was observed in the ascites compared with PT and PM. Besides, higher C1Q+ macrophage infiltrates correlated with significantly lower GZMA+ T-lymphocyte infiltrates in therapeutic failure cases, potentially mediated by the LGALS9-CD45 and SPP1-CD44 ligand–receptor interactions. In the chemoresistant group, intimate interactions between C1Q+ macrophages and fibroblasts through the complement activation pathway were found. In the group demonstrating immunoresistance, heightened TGF-β production activity was detected in MUC1+ cancer cells, and they were skewed to interplay with C1Q+ macrophages through the GDF15-TGF-βR2 axis. Ultimately, post hoc analyses indicated that co-targeting TGF-β and PDL1 pathways may confer superior clinical benefits than sole anti-PD-1/PD-L1 therapy for patients presenting with GCPM at the time of diagnosis.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Conclusions&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Our findings elucidated the cellular differentiation trajectories and crucial drug resistance features within PME, facilitating the exploration of effective targets for GCPM treatment.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;","PeriodicalId":10189,"journal":{"name":"Clinical and Translational Medicine","volume":"14 10","pages":""},"PeriodicalIF":7.9,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ctm2.70054","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142449142","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Comprehensive genomic analysis of molecular residual disease based on circulating tumour DNA in postoperative patients with colorectal cancer 基于循环肿瘤 DNA 的结直肠癌术后患者分子残留病综合基因组分析
IF 7.9 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-10-18 DOI: 10.1002/ctm2.70041
Qingqi Hong, Jingtao Zhu, Hexin Lin, Yinan Chen, Haoyu Bai, Linghua Yan, Li Xiao, Jun You
<p>Dear Editor,</p><p>Colorectal cancer (CRC) is a major global health issue with a 40% 5-year mortality rate,<span><sup>1</sup></span> and 30%−50% of patients still experience recurrence after curative resection.<span><sup>2, 3</sup></span> The clinical utility of molecular residual disease (MRD) detection in risk stratification and recurrence detection using circulating tumour DNA (ctDNA) noninvasively has attracted widespread attention but with limited studies.<span><sup>4-7</sup></span> We measured the value of tumour-agnostic ctDNA-guided MRD for recurrence prediction and monitoring, and explored the biological characteristics of ctDNA from MRD.</p><p>We included 104 patients with stage I-IV CRC (Figure S1), aged 26 to 82 years. Fourteen (13.5%) patients had positive landmark MRD, and thirty-two (30.8%) patients had positive longitudinal MRD (Table S1). The most frequently variant genes in tumour tissue were <i>TP53</i>, <i>KRAS</i> and <i>APC</i> (Figure S2A), while in ctDNA were <i>KRAS</i>, <i>EGFR</i> and <i>TP53</i> (Figure S2B).</p><p>Patients with negative landmark MRD had a lower recurrence percentage than positive cases (11.1% vs. 57.1%, <i>p</i> < .001), yielding a negative predictive value (NPV) of 88.9% (Figure 1A). The latter group had a significantly higher recurrence risk (hazard ratio [HR], 7.325; <i>p</i> < .001, Figure 1B). As for longitudinal MRD, the recurrence percentage was higher in positive-MRD compared to negative-MRD (43.8% vs. 5.6%, <i>p</i> < .001), yielding a high NPV (94.4%, Figure 1C). Positive longitudinal MRD was correlated with an elevated risk of recurrence (HR: 9.385; <i>p</i> < .001, Figure 1D). In multivariate analysis for disease-free survival (DFS), landmark and longitudinal MRD-positive were significantly associated with increased recurrence risks (Figure 1E). Furthermore, we explored the effect of longitudinal MRD status in patients receiving and not receiving neoadjuvant therapy (NAT). In both groups, longitudinal positive-MRD patients had higher recurrence risk than negative-MRD patients (NAT: HR, 12.509, <i>p</i> = .011; non-NAT: HR, 9.611, <i>p</i> < .001; Figure S3A and B). The recurrence risk was lower in those with negative landmark ctDNA and negative longitudinal ctDNA (Figure S4A–D). Although the NPV for ctDNA was slightly higher than that for MRD, the PPV for ctDNA was lower than that for MRD. The area under the curve (AUC) of 3-year DFS for landmark MRD was  .678, longitudinal MRD was  .895, and landmark and longitudinal MRD had higher AUCs than ctDNA (Figure S4E). Fourteen out of 18 cases with recurrence detected MRD at the postoperative time points (Figure 1F). And 85.7% (12/14) patients had positive MRD detection before computed tomography confirmed recurrence (median: 198.5 days, Figure 1G). For MRD-positive cases, actions such as initiating adjuvant therapies, more aggressive treatment, intensified monitoring, or early intervention before clinical relapse occurs, may be
2,3利用循环肿瘤DNA(ctDNA)无创检测分子残留病(MRD)在风险分层和复发检测中的临床实用性已引起广泛关注,但研究有限。我们测量了ctDNA引导的MRD在复发预测和监测中的肿瘤诊断价值,并探讨了MRD中ctDNA的生物学特征。我们纳入了104例I-IV期CRC患者(图S1),年龄在26至82岁之间。14例(13.5%)患者的标志性MRD呈阳性,32例(30.8%)患者的纵向MRD呈阳性(表S1)。肿瘤组织中最常见的变异基因是TP53、KRAS和APC(图S2A),而ctDNA中最常见的变异基因是KRAS、表皮生长因子受体(EGFR)和TP53(图S2B)。标志性MRD阴性患者的复发率低于阳性病例(11.1% vs. 57.1%,p &lt; .001),阴性预测值(NPV)为88.9%(图1A)。后者的复发风险明显更高(危险比 [HR],7.325;p &lt; .001,图 1B)。至于纵向 MRD,阳性 MRD 的复发率高于阴性 MRD(43.8% 对 5.6%,p &lt; .001),因此 NPV 很高(94.4%,图 1C)。纵向 MRD 阳性与复发风险升高相关(HR:9.385;p &lt;.001,图 1D)。在无病生存期(DFS)的多变量分析中,标志性和纵向 MRD 阳性与复发风险增加显著相关(图 1E)。此外,我们还探讨了纵向MRD状态对接受和未接受新辅助治疗(NAT)患者的影响。在两组患者中,纵向MRD阳性患者的复发风险均高于MRD阴性患者(NAT:HR,12.509,p = .011;非NAT:HR,9.611,p &lt; .001;图S3A和B)。地标ctDNA阴性和纵向ctDNA阴性患者的复发风险较低(图S4A-D)。虽然ctDNA的NPV略高于MRD,但ctDNA的PPV却低于MRD。地标 MRD 的 3 年 DFS 曲线下面积(AUC)为 0.678,纵向 MRD 为 0.895,地标 MRD 和纵向 MRD 的 AUC 均高于 ctDNA(图 S4E)。18例复发病例中有14例在术后时间点检测到了MRD(图1F)。85.7%(12/14)的患者在计算机断层扫描确认复发前(中位:198.5 天,图 1G)检测到 MRD 阳性。对于 MRD 阳性病例,临床上可以采取一些措施,如开始辅助治疗、更积极的治疗、加强监测或在临床复发前进行早期干预,从而更好地控制疾病、提高生存率和生活质量。ctDNA中的KRAS、APC、FGFR2和RET变异与较差的DFS相关(图2A-D)。在组织中,KRAS和PIK3CA变异可能具有预测DFS的潜力(均为p &gt; .05,图2E和F)。细胞游离 DNA 中存在 KRAS 变异(cfDNA_KRAS+)的患者的复发率明显高于不存在 KRAS 变异的患者(图 2G)。早期患者的 DFS 明显更好(图 S5)。在阴性地标 MRD 组中,转移患者的 KRAS、ALK、RET 和 NTRK2 变异频率高于无转移患者(表 S2)。在纵向MRD阴性患者中也观察到了类似的趋势(表S3)。肿瘤突变负荷并未显示出对 DFS 的预测能力,而微卫星不稳定性高的患者往往有较好的 DFS(图 2H 和 I)。在标志性 MRD 阳性和纵向 MRD 阳性的患者中,cfDNA_KRAS+ 显示出 DFS 较差的趋势(图 3A 和 B)。在地标 MRD 阴性的患者中,cfDNA_KRAS+ 与较差的 DFS 相关(图 3A)。然后,将两种状态(cfDNA_KRAS 变异和 MRD)中至少一种结果为阳性的患者定为阳性。地标 MRD 和 cfDNA_KRAS+ 的组合以及纵向 MRD 和 cfDNA_KRAS+ 的组合与较差的 DFS 显著相关(图 3C 和 D)。就 3 年 DFS 而言,地标 MRD 和 cfDNA_KRAS+ 组合的 AUC 为 0.768,超过了地标 MRD(0.678)和 cfDNA_KRAS+(0.681)。同样,纵向MRD和cfDNA_KRAS+的整合的AUC达到了0.922,超过了纵向MRD(.895)和cfDNA_KRAS+(.681)(图3E)。
{"title":"Comprehensive genomic analysis of molecular residual disease based on circulating tumour DNA in postoperative patients with colorectal cancer","authors":"Qingqi Hong,&nbsp;Jingtao Zhu,&nbsp;Hexin Lin,&nbsp;Yinan Chen,&nbsp;Haoyu Bai,&nbsp;Linghua Yan,&nbsp;Li Xiao,&nbsp;Jun You","doi":"10.1002/ctm2.70041","DOIUrl":"https://doi.org/10.1002/ctm2.70041","url":null,"abstract":"&lt;p&gt;Dear Editor,&lt;/p&gt;&lt;p&gt;Colorectal cancer (CRC) is a major global health issue with a 40% 5-year mortality rate,&lt;span&gt;&lt;sup&gt;1&lt;/sup&gt;&lt;/span&gt; and 30%−50% of patients still experience recurrence after curative resection.&lt;span&gt;&lt;sup&gt;2, 3&lt;/sup&gt;&lt;/span&gt; The clinical utility of molecular residual disease (MRD) detection in risk stratification and recurrence detection using circulating tumour DNA (ctDNA) noninvasively has attracted widespread attention but with limited studies.&lt;span&gt;&lt;sup&gt;4-7&lt;/sup&gt;&lt;/span&gt; We measured the value of tumour-agnostic ctDNA-guided MRD for recurrence prediction and monitoring, and explored the biological characteristics of ctDNA from MRD.&lt;/p&gt;&lt;p&gt;We included 104 patients with stage I-IV CRC (Figure S1), aged 26 to 82 years. Fourteen (13.5%) patients had positive landmark MRD, and thirty-two (30.8%) patients had positive longitudinal MRD (Table S1). The most frequently variant genes in tumour tissue were &lt;i&gt;TP53&lt;/i&gt;, &lt;i&gt;KRAS&lt;/i&gt; and &lt;i&gt;APC&lt;/i&gt; (Figure S2A), while in ctDNA were &lt;i&gt;KRAS&lt;/i&gt;, &lt;i&gt;EGFR&lt;/i&gt; and &lt;i&gt;TP53&lt;/i&gt; (Figure S2B).&lt;/p&gt;&lt;p&gt;Patients with negative landmark MRD had a lower recurrence percentage than positive cases (11.1% vs. 57.1%, &lt;i&gt;p&lt;/i&gt; &lt; .001), yielding a negative predictive value (NPV) of 88.9% (Figure 1A). The latter group had a significantly higher recurrence risk (hazard ratio [HR], 7.325; &lt;i&gt;p&lt;/i&gt; &lt; .001, Figure 1B). As for longitudinal MRD, the recurrence percentage was higher in positive-MRD compared to negative-MRD (43.8% vs. 5.6%, &lt;i&gt;p&lt;/i&gt; &lt; .001), yielding a high NPV (94.4%, Figure 1C). Positive longitudinal MRD was correlated with an elevated risk of recurrence (HR: 9.385; &lt;i&gt;p&lt;/i&gt; &lt; .001, Figure 1D). In multivariate analysis for disease-free survival (DFS), landmark and longitudinal MRD-positive were significantly associated with increased recurrence risks (Figure 1E). Furthermore, we explored the effect of longitudinal MRD status in patients receiving and not receiving neoadjuvant therapy (NAT). In both groups, longitudinal positive-MRD patients had higher recurrence risk than negative-MRD patients (NAT: HR, 12.509, &lt;i&gt;p&lt;/i&gt; = .011; non-NAT: HR, 9.611, &lt;i&gt;p&lt;/i&gt; &lt; .001; Figure S3A and B). The recurrence risk was lower in those with negative landmark ctDNA and negative longitudinal ctDNA (Figure S4A–D). Although the NPV for ctDNA was slightly higher than that for MRD, the PPV for ctDNA was lower than that for MRD. The area under the curve (AUC) of 3-year DFS for landmark MRD was  .678, longitudinal MRD was  .895, and landmark and longitudinal MRD had higher AUCs than ctDNA (Figure S4E). Fourteen out of 18 cases with recurrence detected MRD at the postoperative time points (Figure 1F). And 85.7% (12/14) patients had positive MRD detection before computed tomography confirmed recurrence (median: 198.5 days, Figure 1G). For MRD-positive cases, actions such as initiating adjuvant therapies, more aggressive treatment, intensified monitoring, or early intervention before clinical relapse occurs, may be","PeriodicalId":10189,"journal":{"name":"Clinical and Translational Medicine","volume":"14 10","pages":""},"PeriodicalIF":7.9,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ctm2.70041","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142451203","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Cooling wound dressings: Prospects for clinical practice 冷却伤口敷料:临床实践前景
IF 7.9 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-10-18 DOI: 10.1002/ctm2.70064
Peng Chen, Pingping Zhang, Jiangang Sun, Yangzhe Hou, Xianhu Liu
<p>The skin, as the largest organ of the human body, is often compromised by trauma, severe burns, ulcers and various other injuries.<span><sup>1, 2</sup></span> Such injuries not only precipitate pain and scarring but also significantly increase the risk of microbial infection. Consequently, there is an urgent imperative to develop effective treatment strategies to address these concerns. Wound dressings serve as crucial therapeutic tools that safeguard wounds, decrease the likelihood of contamination and infection, and promote tissue repair by absorbing exudates and maintaining a local moist environment. In recent years, a variety of functional polymer-based medical dressings have been developed – including polymer films.<span><sup>3, 4</sup></span> hydrogels.<span><sup>5, 6</sup></span> sponges and foams.<span><sup>7</sup></span>, <span><sup>8</sup></span> demonstrating excellent biocompatibility and significant potential for application in skin tissue engineering. These biocompatible dressings are characterised by antibacterial, antioxidant and controlled drug release properties. Additionally, they can function as flexible electrodes for electrotherapy and facilitate real-time monitoring of wound status, thereby enhancing their value in clinical applications.</p><p>Nevertheless, in the development of multifunctional wound dressings, it is imperative to emphasise their fundamental roles in wound protection and environmental regulation, particularly the regulation of wound temperature, which is of paramount importance.<span><sup>9-11</sup></span> Wounds are often accompanied by inflammation and increased localised temperature, while patients may also experience occasional exposure to direct sunlight and heat. Excessive heat can worsen tissue damage, raise the risk of infection, and slow healing. It may also promote fibroblast tissue overgrowth, increasing the likelihood of scarring. While conventional wound dressings are effective in protecting wounds and promoting healing, they still exhibit notable limitations in temperature regulation.<span><sup>12-14</sup></span></p><p>Passive radiative cooling (PRC) works by reflecting sunlight at wavelengths of 0.3 to 2.5 µm and utilising the atmospheric long-wave infrared transmission window (8 to 13 µm) to dissipate excess heat into outer space.<span><sup>15-17</sup></span> This process occurs without the need for mechanical equipment or energy consumption. Cooling materials with PRC properties can be engineered in various forms and structures to meet diverse application needs. Recent cooling research has also increasingly focused on biodegradable materials with improved biocompatibility.<span><sup>18, 19</sup></span> making the integration of PRC properties into medical wound dressings a highly promising development. This noninvasive approach optimises clinical treatment by utilising physical cooling mechanisms. It also serves as a carrier for slow-release medications, providing both bacteriostatic eff
在这项工作的基础上,Tao 的研究团队进一步强调,PRC 冷却技术在伤口敷料中的首次应用标志着该领域的一个重要里程碑。毫无疑问,基于与 TiO₂络合的金属纳米团簇的广谱抗菌剂20 以及含有纳米填料(如 Ag 和 ZnO 纳米粒子)的导电敷料4、24 已在临床伤口敷料应用中展现出巨大潜力。另一方面,辐射冷却所需的高太阳反射率和红外线发射率可通过加入纳米材料和设计多级孔隙结构来提高。因此,这些功能特性可以通过聚合物加工进行优化整合,从而开发出高性能的冷却伤口敷料。这样,即使在炎热的室外环境中,患者的伤口部位也能长时间保持凉爽。此外,一些生物相容性材料(如聚乳酸)可通过调整其结晶行为来控制降解率40 。总之,冷却伤口敷料的研发有望为未来的临床伤口管理提供更高效、更安全的解决方案。通过多学科合作和技术创新,这一领域有望进一步发展,最终造福患者。陈鹏和张平平对本研究做出了同等贡献。所有作者均阅读并批准了本稿件。
{"title":"Cooling wound dressings: Prospects for clinical practice","authors":"Peng Chen,&nbsp;Pingping Zhang,&nbsp;Jiangang Sun,&nbsp;Yangzhe Hou,&nbsp;Xianhu Liu","doi":"10.1002/ctm2.70064","DOIUrl":"https://doi.org/10.1002/ctm2.70064","url":null,"abstract":"&lt;p&gt;The skin, as the largest organ of the human body, is often compromised by trauma, severe burns, ulcers and various other injuries.&lt;span&gt;&lt;sup&gt;1, 2&lt;/sup&gt;&lt;/span&gt; Such injuries not only precipitate pain and scarring but also significantly increase the risk of microbial infection. Consequently, there is an urgent imperative to develop effective treatment strategies to address these concerns. Wound dressings serve as crucial therapeutic tools that safeguard wounds, decrease the likelihood of contamination and infection, and promote tissue repair by absorbing exudates and maintaining a local moist environment. In recent years, a variety of functional polymer-based medical dressings have been developed – including polymer films.&lt;span&gt;&lt;sup&gt;3, 4&lt;/sup&gt;&lt;/span&gt; hydrogels.&lt;span&gt;&lt;sup&gt;5, 6&lt;/sup&gt;&lt;/span&gt; sponges and foams.&lt;span&gt;&lt;sup&gt;7&lt;/sup&gt;&lt;/span&gt;, &lt;span&gt;&lt;sup&gt;8&lt;/sup&gt;&lt;/span&gt; demonstrating excellent biocompatibility and significant potential for application in skin tissue engineering. These biocompatible dressings are characterised by antibacterial, antioxidant and controlled drug release properties. Additionally, they can function as flexible electrodes for electrotherapy and facilitate real-time monitoring of wound status, thereby enhancing their value in clinical applications.&lt;/p&gt;&lt;p&gt;Nevertheless, in the development of multifunctional wound dressings, it is imperative to emphasise their fundamental roles in wound protection and environmental regulation, particularly the regulation of wound temperature, which is of paramount importance.&lt;span&gt;&lt;sup&gt;9-11&lt;/sup&gt;&lt;/span&gt; Wounds are often accompanied by inflammation and increased localised temperature, while patients may also experience occasional exposure to direct sunlight and heat. Excessive heat can worsen tissue damage, raise the risk of infection, and slow healing. It may also promote fibroblast tissue overgrowth, increasing the likelihood of scarring. While conventional wound dressings are effective in protecting wounds and promoting healing, they still exhibit notable limitations in temperature regulation.&lt;span&gt;&lt;sup&gt;12-14&lt;/sup&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;Passive radiative cooling (PRC) works by reflecting sunlight at wavelengths of 0.3 to 2.5 µm and utilising the atmospheric long-wave infrared transmission window (8 to 13 µm) to dissipate excess heat into outer space.&lt;span&gt;&lt;sup&gt;15-17&lt;/sup&gt;&lt;/span&gt; This process occurs without the need for mechanical equipment or energy consumption. Cooling materials with PRC properties can be engineered in various forms and structures to meet diverse application needs. Recent cooling research has also increasingly focused on biodegradable materials with improved biocompatibility.&lt;span&gt;&lt;sup&gt;18, 19&lt;/sup&gt;&lt;/span&gt; making the integration of PRC properties into medical wound dressings a highly promising development. This noninvasive approach optimises clinical treatment by utilising physical cooling mechanisms. It also serves as a carrier for slow-release medications, providing both bacteriostatic eff","PeriodicalId":10189,"journal":{"name":"Clinical and Translational Medicine","volume":"14 10","pages":""},"PeriodicalIF":7.9,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ctm2.70064","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142449102","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
PYCR1 promotes liver cancer cell growth and metastasis by regulating IRS1 expression through lactylation modification PYCR1通过乳化修饰调节IRS1的表达,促进肝癌细胞的生长和转移
IF 7.9 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-10-18 DOI: 10.1002/ctm2.70045
Haoyu Wang, Mu Xu, Tong Zhang, Jinkun Pan, Chaopu Li, Bei Pan, Linpeng Zhou, Yun Huang, Chenzi Gao, Mengping He, Yao Xue, Xuetao Ji, Xu Zhang, Ning Wang, Hongwen Zhou, Qian Wang, John Zhong Li
<div> <section> <h3> Background</h3> <p>Liver cancer (LC) is among the deadliest cancers worldwide, with existing treatments showing limited efficacy. This study aimed to elucidate the role and underlying mechanisms of pyrroline-5-carboxylate reductase 1 (PYCR1) as a potential therapeutic target in LC.</p> </section> <section> <h3> Methods</h3> <p>Immunohistochemistry and Western blot were used to analyse the expression of PYCR1 in LC cells and tissues. EdU assays, colony-forming assays, scratch wound healing assays, Transwell assays, nude mouse xenograft models and nude mouse lung metastasis models were used to detect the growth and metastasis abilities of LC cells. Transcriptome sequencing was used to search for downstream target genes regulated by PYCR1, and metabolomics was used to identify the downstream metabolites regulated by PYCR1. ChIP assays were used to analyse the enrichment of H3K18 lactylation in the IRS1 promoter region.</p> </section> <section> <h3> Results</h3> <p>We found that the expression of PYCR1 was significantly increased in HCC and that this high expression was associated with poor prognosis in HCC patients. Knockout or inhibition of PYCR1 inhibited HCC cell proliferation, migration and invasion both in vivo and in vitro. In addition, we revealed that knocking out or inhibiting PYCR1 could inhibit glycolysis in HCC cells and reduce H3K18 lactylation of the IRS1 histone, thereby inhibiting IRS1 expression.</p> </section> <section> <h3> Conclusions</h3> <p>Our findings identify PYCR1 as a pivotal regulator of LC progression that influences tumour cell metabolism and gene expression. By demonstrating the potential of targeting PYCR1 to inhibit LC cell proliferation and metastasis, this study identified PYCR1 as a promising therapeutic target for LC.</p> </section> <section> <h3> Highlights</h3> <div> <ul> <li> <p>Pyrroline-5-carboxylate reductase 1 (PYCR1) promotes the proliferation and metastasis of liver cancer (LC) cells.</p> </li> <li> <p>The expression of PYCR1 in LC is regulated by DNA methylation.</p> </li> <li> <p>Knocking down or inhibiting PYCR1 inhibits glycolysis as well as the PI3K/AKT/mTOR and MAPK/ERK pathways in LC cells.</p>
背景 肝癌是全球致死率最高的癌症之一,现有的治疗方法疗效有限。本研究旨在阐明吡咯啉-5-羧酸还原酶 1(PYCR1)作为肝癌潜在治疗靶点的作用和内在机制。 方法 采用免疫组化和 Western 印迹法分析PYCR1 在 LC 细胞和组织中的表达。采用 EdU 试验、集落形成试验、划痕伤口愈合试验、Transwell 试验、裸鼠异种移植模型和裸鼠肺转移模型检测 LC 细胞的生长和转移能力。转录组测序用于寻找受PYCR1调控的下游靶基因,代谢组学用于鉴定受PYCR1调控的下游代谢产物。利用 ChIP 检测分析了 IRS1 启动子区域中 H3K18 乳化的富集情况。 结果 我们发现PYCR1在HCC中的表达明显增加,而且这种高表达与HCC患者的不良预后有关。敲除或抑制PYCR1可抑制HCC细胞在体内和体外的增殖、迁移和侵袭。此外,我们还发现敲除或抑制PYCR1可抑制HCC细胞的糖酵解,减少IRS1组蛋白的H3K18乳酰化,从而抑制IRS1的表达。 结论 我们的研究结果表明,PYCR1 是影响肿瘤细胞代谢和基因表达的 LC 进展的关键调节因子。通过证明靶向PYCR1抑制LC细胞增殖和转移的潜力,本研究发现PYCR1是治疗LC的一个有前景的靶点。 研究亮点:吡咯啉-5-羧酸还原酶1(PYCR1)促进肝癌细胞的增殖和转移。 PYCR1在肝癌中的表达受DNA甲基化调控。 敲除或抑制PYCR1可抑制肝癌细胞中的糖酵解以及PI3K/AKT/mTOR和MAPK/ERK通路。 PYCR1通过影响IRS1启动子区域的H3K18乳酰化来调节IRS1的转录活性。
{"title":"PYCR1 promotes liver cancer cell growth and metastasis by regulating IRS1 expression through lactylation modification","authors":"Haoyu Wang,&nbsp;Mu Xu,&nbsp;Tong Zhang,&nbsp;Jinkun Pan,&nbsp;Chaopu Li,&nbsp;Bei Pan,&nbsp;Linpeng Zhou,&nbsp;Yun Huang,&nbsp;Chenzi Gao,&nbsp;Mengping He,&nbsp;Yao Xue,&nbsp;Xuetao Ji,&nbsp;Xu Zhang,&nbsp;Ning Wang,&nbsp;Hongwen Zhou,&nbsp;Qian Wang,&nbsp;John Zhong Li","doi":"10.1002/ctm2.70045","DOIUrl":"https://doi.org/10.1002/ctm2.70045","url":null,"abstract":"&lt;div&gt;\u0000 \u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Background&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Liver cancer (LC) is among the deadliest cancers worldwide, with existing treatments showing limited efficacy. This study aimed to elucidate the role and underlying mechanisms of pyrroline-5-carboxylate reductase 1 (PYCR1) as a potential therapeutic target in LC.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Methods&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Immunohistochemistry and Western blot were used to analyse the expression of PYCR1 in LC cells and tissues. EdU assays, colony-forming assays, scratch wound healing assays, Transwell assays, nude mouse xenograft models and nude mouse lung metastasis models were used to detect the growth and metastasis abilities of LC cells. Transcriptome sequencing was used to search for downstream target genes regulated by PYCR1, and metabolomics was used to identify the downstream metabolites regulated by PYCR1. ChIP assays were used to analyse the enrichment of H3K18 lactylation in the IRS1 promoter region.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Results&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;We found that the expression of PYCR1 was significantly increased in HCC and that this high expression was associated with poor prognosis in HCC patients. Knockout or inhibition of PYCR1 inhibited HCC cell proliferation, migration and invasion both in vivo and in vitro. In addition, we revealed that knocking out or inhibiting PYCR1 could inhibit glycolysis in HCC cells and reduce H3K18 lactylation of the IRS1 histone, thereby inhibiting IRS1 expression.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Conclusions&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Our findings identify PYCR1 as a pivotal regulator of LC progression that influences tumour cell metabolism and gene expression. By demonstrating the potential of targeting PYCR1 to inhibit LC cell proliferation and metastasis, this study identified PYCR1 as a promising therapeutic target for LC.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Highlights&lt;/h3&gt;\u0000 \u0000 &lt;div&gt;\u0000 &lt;ul&gt;\u0000 \u0000 &lt;li&gt;\u0000 &lt;p&gt;Pyrroline-5-carboxylate reductase 1 (PYCR1) promotes the proliferation and metastasis of liver cancer (LC) cells.&lt;/p&gt;\u0000 &lt;/li&gt;\u0000 \u0000 &lt;li&gt;\u0000 &lt;p&gt;The expression of PYCR1 in LC is regulated by DNA methylation.&lt;/p&gt;\u0000 &lt;/li&gt;\u0000 \u0000 &lt;li&gt;\u0000 &lt;p&gt;Knocking down or inhibiting PYCR1 inhibits glycolysis as well as the PI3K/AKT/mTOR and MAPK/ERK pathways in LC cells.&lt;/p&gt;\u0000 ","PeriodicalId":10189,"journal":{"name":"Clinical and Translational Medicine","volume":"14 10","pages":""},"PeriodicalIF":7.9,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ctm2.70045","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142449076","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Single-cell transcriptional atlas of human breast cancers and model systems 人类乳腺癌和模型系统的单细胞转录图谱
IF 7.9 1区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-10-17 DOI: 10.1002/ctm2.70044
Julia E. Altman, Amy L. Olex, Emily K. Zboril, Carson J. Walker, David C. Boyd, Rachel K. Myrick, Nicole S. Hairr, Jennifer E. Koblinski, Madhavi Puchalapalli, Bin Hu, Mikhail G. Dozmorov, X. Steven Chen, Yunshun Chen, Charles M. Perou, Brian D. Lehmann, Jane E. Visvader, J. Chuck Harrell
<div> <section> <h3> Background</h3> <p>Breast cancer's complex transcriptional landscape requires an improved understanding of cellular diversity to identify effective treatments. The study of genetic variations among breast cancer subtypes at single-cell resolution has potential to deepen our insights into cancer progression.</p> </section> <section> <h3> Methods</h3> <p>In this study, we amalgamate single-cell RNA sequencing data from patient tumours and matched lymph metastasis, reduction mammoplasties, breast cancer patient-derived xenografts (PDXs), PDX-derived organoids (PDXOs), and cell lines resulting in a diverse dataset of 117 samples with 506 719 total cells. These samples encompass hormone receptor positive (HR+), human epidermal growth factor receptor 2 positive (HER2+), and triple-negative breast cancer (TNBC) subtypes, including isogenic model pairs. Herein, we delineated similarities and distinctions across models and patient samples and explore therapeutic drug efficacy based on subtype proportions.</p> </section> <section> <h3> Results</h3> <p>PDX models more closely resemble patient samples in terms of tumour heterogeneity and cell cycle characteristics when compared with TNBC cell lines. Acquired drug resistance was associated with an increase in basal-like cell proportions within TNBC PDX tumours as defined with SCSubtype and TNBCtype cell typing predictors. All patient samples contained a mixture of subtypes; compared to primary tumours HR+ lymph node metastases had lower proportions of HER2-Enriched cells. PDXOs exhibited differences in metabolic-related transcripts compared to PDX tumours. Correlative analyses of cytotoxic drugs on PDX cells identified therapeutic efficacy was based on subtype proportion.</p> </section> <section> <h3> Conclusions</h3> <p>We present a substantial multimodel dataset, a dynamic approach to cell-wise sample annotation, and a comprehensive interrogation of models within systems of human breast cancer. This analysis and reference will facilitate informed decision-making in preclinical research and therapeutic development through its elucidation of model limitations, subtype-specific insights and novel targetable pathways.</p> </section> <section> <h3> Key points</h3> <div> <ul> <li>Patient-derived xenografts models more closely resemble patient samples in tumour heterogeneity and cell cycle characteristics when compared with cell lines.
背景 乳腺癌的转录结构复杂,需要进一步了解细胞的多样性,才能确定有效的治疗方法。以单细胞分辨率研究乳腺癌亚型间的遗传变异有可能加深我们对癌症进展的了解。 方法 在本研究中,我们合并了来自患者肿瘤和匹配的淋巴转移灶、乳房缩小术、乳腺癌患者异种移植(PDX)、PDX-derived organoids(PDXOs)和细胞系的单细胞 RNA 测序数据,形成了一个包含 117 个样本、506719 个细胞的多样化数据集。这些样本包括激素受体阳性(HR+)、人表皮生长因子受体 2 阳性(HER2+)和三阴性乳腺癌(TNBC)亚型,包括同源模型对。在此,我们描述了模型和患者样本之间的相似性和区别,并根据亚型比例探讨了药物疗效。 结果 与 TNBC 细胞系相比,PDX 模型在肿瘤异质性和细胞周期特征方面更接近患者样本。根据 SCSubtype 和 TNBC 型细胞分型预测因子的定义,获得性耐药性与 TNBC PDX 肿瘤中基底样细胞比例的增加有关。所有患者样本都包含多种亚型;与原发肿瘤相比,HR+淋巴结转移瘤的HER2富集细胞比例较低。与PDX肿瘤相比,PDXOs在代谢相关转录本方面表现出差异。细胞毒性药物对 PDX 细胞的相关分析表明,疗效取决于亚型比例。 结论 我们提供了大量的多模型数据集、动态的细胞样本注释方法,以及对人类乳腺癌系统内模型的全面分析。通过阐明模型的局限性、亚型特异性见解和新的靶向途径,这种分析和参考将有助于临床前研究和治疗开发中的知情决策。 要点 患者衍生异种移植模型与细胞系相比,在肿瘤异质性和细胞周期特征方面更接近患者样本。 三维类器官模型与体内模型相比,在代谢特征方面存在差异。 这是一个宝贵的多模型参考数据集,有助于阐明模型差异和新的靶向途径。
{"title":"Single-cell transcriptional atlas of human breast cancers and model systems","authors":"Julia E. Altman,&nbsp;Amy L. Olex,&nbsp;Emily K. Zboril,&nbsp;Carson J. Walker,&nbsp;David C. Boyd,&nbsp;Rachel K. Myrick,&nbsp;Nicole S. Hairr,&nbsp;Jennifer E. Koblinski,&nbsp;Madhavi Puchalapalli,&nbsp;Bin Hu,&nbsp;Mikhail G. Dozmorov,&nbsp;X. Steven Chen,&nbsp;Yunshun Chen,&nbsp;Charles M. Perou,&nbsp;Brian D. Lehmann,&nbsp;Jane E. Visvader,&nbsp;J. Chuck Harrell","doi":"10.1002/ctm2.70044","DOIUrl":"https://doi.org/10.1002/ctm2.70044","url":null,"abstract":"&lt;div&gt;\u0000 \u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Background&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Breast cancer's complex transcriptional landscape requires an improved understanding of cellular diversity to identify effective treatments. The study of genetic variations among breast cancer subtypes at single-cell resolution has potential to deepen our insights into cancer progression.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Methods&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;In this study, we amalgamate single-cell RNA sequencing data from patient tumours and matched lymph metastasis, reduction mammoplasties, breast cancer patient-derived xenografts (PDXs), PDX-derived organoids (PDXOs), and cell lines resulting in a diverse dataset of 117 samples with 506 719 total cells. These samples encompass hormone receptor positive (HR+), human epidermal growth factor receptor 2 positive (HER2+), and triple-negative breast cancer (TNBC) subtypes, including isogenic model pairs. Herein, we delineated similarities and distinctions across models and patient samples and explore therapeutic drug efficacy based on subtype proportions.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Results&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;PDX models more closely resemble patient samples in terms of tumour heterogeneity and cell cycle characteristics when compared with TNBC cell lines. Acquired drug resistance was associated with an increase in basal-like cell proportions within TNBC PDX tumours as defined with SCSubtype and TNBCtype cell typing predictors. All patient samples contained a mixture of subtypes; compared to primary tumours HR+ lymph node metastases had lower proportions of HER2-Enriched cells. PDXOs exhibited differences in metabolic-related transcripts compared to PDX tumours. Correlative analyses of cytotoxic drugs on PDX cells identified therapeutic efficacy was based on subtype proportion.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Conclusions&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;We present a substantial multimodel dataset, a dynamic approach to cell-wise sample annotation, and a comprehensive interrogation of models within systems of human breast cancer. This analysis and reference will facilitate informed decision-making in preclinical research and therapeutic development through its elucidation of model limitations, subtype-specific insights and novel targetable pathways.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Key points&lt;/h3&gt;\u0000 \u0000 &lt;div&gt;\u0000 &lt;ul&gt;\u0000 \u0000 &lt;li&gt;Patient-derived xenografts models more closely resemble patient samples in tumour heterogeneity and cell cycle characteristics when compared with cell lines.","PeriodicalId":10189,"journal":{"name":"Clinical and Translational Medicine","volume":"14 10","pages":""},"PeriodicalIF":7.9,"publicationDate":"2024-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ctm2.70044","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142447582","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
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Clinical and Translational Medicine
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