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DNA barcoded competitive clone-initiating cell analysis reveals novel features of metastatic growth in a cancer xenograft model. DNA条形码竞争性克隆启动细胞分析揭示了癌症移植模型中转移性生长的新特征。
Pub Date : 2022-09-01 DOI: 10.1093/narcan/zcac022
Syed Mohammed Musheer Aalam, Xiaojia Tang, Jianning Song, Upasana Ray, Stephen J Russell, S John Weroha, Jamie Bakkum-Gamez, Viji Shridhar, Mark E Sherman, Connie J Eaves, David J H F Knapp, Krishna R Kalari, Nagarajan Kannan

A problematic feature of many human cancers is a lack of understanding of mechanisms controlling organ-specific patterns of metastasis, despite recent progress in identifying many mutations and transcriptional programs shown to confer this potential. To address this gap, we developed a methodology that enables different aspects of the metastatic process to be comprehensively characterized at a clonal resolution. Our approach exploits the application of a computational pipeline to analyze and visualize clonal data obtained from transplant experiments in which a cellular DNA barcoding strategy is used to distinguish the separate clonal contributions of two or more competing cell populations. To illustrate the power of this methodology, we demonstrate its ability to discriminate the metastatic behavior in immunodeficient mice of a well-established human metastatic cancer cell line and its co-transplanted LRRC15 knockdown derivative. We also show how the use of machine learning to quantify clone-initiating cell (CIC) numbers and their subsequent metastatic progeny generated in different sites can reveal previously unknown relationships between different cellular genotypes and their initial sites of implantation with their subsequent respective dissemination patterns. These findings underscore the potential of such combined genomic and computational methodologies to identify new clonally-relevant drivers of site-specific patterns of metastasis.

许多人类癌症的一个有问题的特征是缺乏对控制器官特异性转移模式的机制的理解,尽管最近在识别许多突变和转录程序方面取得了进展,这些突变和转录程序显示了这种潜力。为了解决这一差距,我们开发了一种方法,使转移过程的不同方面能够在克隆分辨率下全面表征。我们的方法利用计算管道的应用来分析和可视化从移植实验中获得的克隆数据,其中细胞DNA条形码策略用于区分两个或多个竞争细胞群体的单独克隆贡献。为了说明这种方法的力量,我们证明了它能够区分一种成熟的人类转移癌细胞系及其共移植的LRRC15敲低衍生物的免疫缺陷小鼠的转移行为。我们还展示了如何使用机器学习来量化克隆起始细胞(CIC)数量及其随后在不同位点产生的转移子代,从而揭示不同细胞基因型与其初始植入位点及其随后各自的传播模式之间先前未知的关系。这些发现强调了这种结合基因组和计算方法的潜力,以确定新的位点特异性转移模式的克隆相关驱动因素。
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引用次数: 3
Differential RNA aptamer affinity profiling on plasma as a potential diagnostic tool for bladder cancer. 血浆中的差异 RNA aptamer 亲和谱分析是一种潜在的膀胱癌诊断工具。
Pub Date : 2022-08-22 eCollection Date: 2022-09-01 DOI: 10.1093/narcan/zcac025
Søren Fjelstrup, Daniel M Dupont, Claus Bus, Jan J Enghild, Jørgen B Jensen, Karin Birkenkamp-Demtröder, Lars Dyrskjøt, Jørgen Kjems

The molecular composition of blood is a signature of human health, reflected in the thousands of blood biomarkers known for human diseases. However, establishing robust disease markers is challenging due to the diversity of individual samples. New sequencing methods have simplified biomarker discovery for circulating DNA and RNA while protein profiling is still laborious and costly. To harness the power of high-throughput sequencing to profile the protein content of a biological sample, we developed a method termed APTASHAPE that uses oligonucleotide aptamers to recognize proteins in complex biofluids. We selected a large pool of 2'Fluoro protected RNA sequences to recognize proteins in human plasma and identified a set of 33 cancer-specific aptamers. Differential enrichment of these aptamers after selection against 1 μl of plasma from individual patients allowed us to differentiate between healthy controls and bladder cancer-diagnosed patients (91% accuracy) and between early non-invasive tumors and late stage tumors (83% accuracy). Affinity purification and mass spectrometry of proteins bound to the predictive aptamers showed the main target proteins to be C4b-binding protein, Complement C3, Fibrinogen, Complement factor H and IgG. The APTASHAPE method thus provides a general, automated and highly sensitive platform for discovering potential new disease biomarkers.

血液的分子组成是人类健康的标志,反映在数千种已知的人类疾病血液生物标志物中。然而,由于个体样本的多样性,建立可靠的疾病标志物具有挑战性。新的测序方法简化了循环 DNA 和 RNA 生物标志物的发现,而蛋白质分析仍然费力且昂贵。为了利用高通量测序的优势来分析生物样本中的蛋白质含量,我们开发了一种名为 APTASHAPE 的方法,利用寡核苷酸适配体来识别复杂生物流体中的蛋白质。我们选择了一大批 2'Fluoro 保护的 RNA 序列来识别人血浆中的蛋白质,并确定了一组 33 种癌症特异性适配体。针对 1 μl 患者血浆进行选择后,这些适配体的差异富集使我们能够区分健康对照组和膀胱癌确诊患者(准确率 91%),以及早期非浸润性肿瘤和晚期肿瘤(准确率 83%)。与预测性适配体结合的蛋白质的亲和纯化和质谱分析表明,主要的目标蛋白质是 C4b 结合蛋白、补体 C3、纤维蛋白原、补体因子 H 和 IgG。因此,APTASHAPE 方法为发现潜在的新疾病生物标记物提供了一个通用、自动化和高灵敏度的平台。
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引用次数: 0
KAP1 is a new non-genetic vulnerability of malignant pleural mesothelioma (MPM). KAP1是恶性胸膜间皮瘤(MPM)中一种新的非遗传易感性。
Pub Date : 2022-07-29 eCollection Date: 2022-09-01 DOI: 10.1093/narcan/zcac024
Eugenia Lorenzini, Federica Torricelli, Raffaella Zamponi, Benedetta Donati, Veronica Manicardi, Elisabetta Sauta, Italo Faria do Valle, Francesca Reggiani, Mila Gugnoni, Gloria Manzotti, Valentina Fragliasso, Emanuele Vitale, Simonetta Piana, Valentina Sancisi, Alessia Ciarrocchi

Malignant pleural mesothelioma (MPM) is a rare and incurable cancer, which incidence is increasing in many countries. MPM escapes the classical genetic model of cancer evolution, lacking a distinctive genetic fingerprint. Omics profiling revealed extensive heterogeneity failing to identify major vulnerabilities and restraining development of MPM-oriented therapies. Here, we performed a multilayered analysis based on a functional genome-wide CRISPR/Cas9 screening integrated with patients molecular and clinical data, to identify new non-genetic vulnerabilities of MPM. We identified a core of 18 functionally-related genes as essential for MPM cells. The chromatin reader KAP1 emerged as a dependency of MPM. We showed that KAP1 supports cell growth by orchestrating the expression of a G2/M-specific program, ensuring mitosis correct execution. Targeting KAP1 transcriptional function, by using CDK9 inhibitors resulted in a dramatic loss of MPM cells viability and shutdown of the KAP1-mediated program. Validation analysis on two independent MPM-patients sets, including a consecutive, retrospective cohort of 97 MPM, confirmed KAP1 as new non-genetic dependency of MPM and proved the association of its dependent gene program with reduced patients' survival probability. Overall these data: provided new insights into the biology of MPM delineating KAP1 and its target genes as building blocks of its clinical aggressiveness.

恶性胸膜间皮瘤(MPM)是一种罕见且无法治愈的癌症,其发病率在许多国家呈上升趋势。MPM逃脱了癌症进化的经典遗传模型,缺乏独特的遗传指纹。组学分析揭示了广泛的异质性,未能确定主要的弱点,并限制了mpm导向疗法的发展。在这里,我们基于功能性全基因组CRISPR/Cas9筛选,结合患者分子和临床数据,进行了多层分析,以确定MPM的新的非遗传脆弱性。我们确定了18个功能相关基因的核心是MPM细胞所必需的。染色质读取器KAP1作为MPM的依赖性而出现。我们发现KAP1通过协调G2/ m特异性程序的表达来支持细胞生长,确保有丝分裂的正确执行。通过使用CDK9抑制剂靶向KAP1转录功能,导致MPM细胞活力的显著丧失和KAP1介导程序的关闭。两组独立MPM患者的验证分析,包括97例MPM的连续回顾性队列,证实KAP1是MPM新的非遗传依赖,并证明其依赖基因程序与降低患者生存概率相关。总的来说,这些数据为MPM的生物学提供了新的见解,将KAP1及其靶基因描述为其临床侵袭性的基础。
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引用次数: 1
KMT2C-deficient tumors have elevated APOBEC mutagenesis and genomic instability in multiple cancers. 在多种癌症中,kmt2c缺陷肿瘤的APOBEC突变和基因组不稳定性升高。
Pub Date : 2022-07-25 eCollection Date: 2022-09-01 DOI: 10.1093/narcan/zcac023
Xiaoju Hu, Antara Biswas, Subhajyoti De

The histone methyltransferase KMT2C is among the most frequently mutated epigenetic modifier genes in cancer and plays an essential role in MRE11-dependent DNA replication fork restart. However, the effects of KMT2C deficiency on genomic instability during tumorigenesis are unclear. Analyzing 9,663 tumors from 30 cancer cohorts, we report that KMT2C mutant tumors have a significant excess of APOBEC mutational signatures in several cancer types. We show that KMT2C deficiency promotes APOBEC expression and deaminase activity, and compromises DNA replication speed and delays fork restart, facilitating APOBEC mutagenesis targeting single stranded DNA near stalled forks. APOBEC-mediated mutations primarily accumulate during early replication and tend to cluster along the genome and also in 3D nuclear domains. Excessive APOBEC mutational signatures in KMT2C mutant tumors correlate with elevated genome maintenance defects and signatures of homologous recombination deficiency. We propose that KMT2C deficiency is a likely promoter of APOBEC mutagenesis, which fosters further genomic instability during tumor progression in multiple cancer types.

组蛋白甲基转移酶KMT2C是癌症中最常发生突变的表观遗传修饰基因之一,在mre11依赖性DNA复制叉重启中起重要作用。然而,KMT2C缺乏对肿瘤发生过程中基因组不稳定性的影响尚不清楚。我们分析了来自30个癌症队列的9663个肿瘤,报告了KMT2C突变肿瘤在几种癌症类型中具有显著过量的APOBEC突变特征。我们发现KMT2C缺陷促进APOBEC表达和脱氨酶活性,降低DNA复制速度并延迟叉的重启,促进APOBEC针对停滞叉附近单链DNA的突变。apobecc介导的突变主要在早期复制过程中积累,并倾向于沿着基因组和三维核结构域聚集。KMT2C突变肿瘤中过量的APOBEC突变特征与基因组维持缺陷升高和同源重组缺陷特征相关。我们提出KMT2C缺陷可能是APOBEC突变的启动子,在多种癌症类型的肿瘤进展过程中,它会促进进一步的基因组不稳定。
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引用次数: 1
Unmasking the mammalian SET domain-containing protein 4. 揭示哺乳动物SET结构域蛋白4。
Pub Date : 2022-07-13 eCollection Date: 2022-09-01 DOI: 10.1093/narcan/zcac021
Yuan Wang, Zhiyuan Shen

SET domain-containing protein 4 (SETD4) is a member of a unique class of protein lysine methyltransferases. Here, we introduce the basic features of SETD4 and summarize the key findings from recent studies with emphases on its roles in tissue development and tumorigenesis, and its methylation substrates. SETD4 is expressed in stem/progenitor cells. Ablation of Setd4+ cells impedes the repopulation of acinar cells after pancreatic injury. Setd4 deletion in mice promotes the recovery of radiation-induced bone marrow (BM) failure by boosting the function of BM niche, facilitates the generation of endothelial cells and neovascularization of capillary vessels in the heart, enhances the proliferation of BM mesenchymal stem cells and disrupts the TLR4 signaling in BM-derived macrophages. SETD4 expression is also associated with the maintenance of quiescent breast cancer stem cells. While mouse Setd4 knockout delays radiation-induced T-lymphoma formation, elevated SETD4 expression has been observed in some proliferative cancer cells and is associated with a pro-survival potential. Oncogenic fusions of SETD4 have also been identified in cancer, albeit rare. In addition, SETD4 methylates lysine-570 in the C-terminal globular domain of KU70, which enables KU70 translocation to cytoplasm to suppress apoptosis.

SET结构域蛋白4 (SETD4)是一类独特的蛋白质赖氨酸甲基转移酶的成员。本文介绍了SETD4的基本特征,总结了近年来研究的主要发现,重点介绍了SETD4在组织发育和肿瘤发生中的作用及其甲基化底物。SETD4在干细胞/祖细胞中表达。消融Setd4+细胞会阻碍胰腺损伤后腺泡细胞的再生。小鼠Setd4缺失通过增强骨髓生态位功能,促进放射诱导的骨髓(BM)衰竭的恢复,促进心脏内皮细胞的生成和毛细血管新生,增强BM间充质干细胞的增殖,破坏BM源性巨噬细胞的TLR4信号。SETD4的表达也与静止乳腺癌干细胞的维持有关。虽然小鼠敲除Setd4会延迟辐射诱导的t淋巴瘤的形成,但在一些增生性癌细胞中观察到Setd4表达升高,并与促进生存的潜力有关。虽然罕见,但SETD4的致癌融合也在癌症中被发现。此外,SETD4在KU70的c端球状结构域甲基化赖氨酸-570,使KU70易位到细胞质,从而抑制细胞凋亡。
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引用次数: 0
POLQ suppresses genome instability and alterations in DNA repeat tract lengths. POLQ 可抑制基因组不稳定性和 DNA 重复序列长度的改变。
Pub Date : 2022-06-29 eCollection Date: 2022-09-01 DOI: 10.1093/narcan/zcac020
Kate Liddiard, Alys N Aston-Evans, Kez Cleal, Eric A Hendrickson, Duncan M Baird

DNA polymerase theta (POLQ) is a principal component of the alternative non-homologous end-joining (ANHEJ) DNA repair pathway that ligates DNA double-strand breaks. Utilizing independent models of POLQ insufficiency during telomere-driven crisis, we found that POLQ - /- cells are resistant to crisis-induced growth deceleration despite sustaining inter-chromosomal telomere fusion frequencies equivalent to wild-type (WT) cells. We recorded longer telomeres in POLQ - / - than WT cells pre- and post-crisis, notwithstanding elevated total telomere erosion and fusion rates. POLQ - /- cells emerging from crisis exhibited reduced incidence of clonal gross chromosomal abnormalities in accordance with increased genetic heterogeneity. High-throughput sequencing of telomere fusion amplicons from POLQ-deficient cells revealed significantly raised frequencies of inter-chromosomal fusions with correspondingly depreciated intra-chromosomal recombinations. Long-range interactions culminating in telomere fusions with centromere alpha-satellite repeats, as well as expansions in HSAT2 and HSAT3 satellite and contractions in ribosomal DNA repeats, were detected in POLQ - / - cells. In conjunction with the expanded telomere lengths of POLQ - /- cells, these results indicate a hitherto unrealized capacity of POLQ for regulation of repeat arrays within the genome. Our findings uncover novel considerations for the efficacy of POLQ inhibitors in clinical cancer interventions, where potential genome destabilizing consequences could drive clonal evolution and resistant disease.

DNA聚合酶θ(POLQ)是连接DNA双链断裂的替代性非同源末端连接(ANHEJ)DNA修复途径的主要组成部分。利用端粒驱动危机期间POLQ不足的独立模型,我们发现POLQ - /-细胞对危机诱导的生长减速具有抵抗力,尽管其染色体间端粒融合频率与野生型(WT)细胞相当。尽管总端粒侵蚀率和融合率升高,但在危机前后,我们记录到POLQ - / -细胞的端粒比WT细胞更长。摆脱危机的 POLQ - / - 细胞表现出克隆性染色体异常的发生率降低,这与遗传异质性增加有关。对来自 POLQ 缺陷细胞的端粒融合扩增子进行高通量测序发现,染色体间融合的频率显著提高,而染色体内重组的频率相应降低。POLQ - / -细胞中检测到了长程相互作用,最终导致端粒与中心粒α-卫星重复序列的融合,以及HSAT2和HSAT3卫星的扩展和核糖体DNA重复序列的收缩。结合 POLQ - / - 细胞端粒长度的扩大,这些结果表明 POLQ 具有迄今为止尚未实现的调节基因组内重复序列的能力。我们的研究结果揭示了 POLQ 抑制剂在临床癌症干预中疗效的新考虑因素,潜在的基因组不稳定后果可能会推动克隆进化和抗药性疾病。
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引用次数: 0
Luminal androgen receptor breast cancer subtype and investigation of the microenvironment and neoadjuvant chemotherapy response. 腔隙性雄激素受体乳腺癌亚型以及微环境和新辅助化疗反应的研究。
Pub Date : 2022-06-17 eCollection Date: 2022-06-01 DOI: 10.1093/narcan/zcac018
Kevin J Thompson, Roberto A Leon-Ferre, Jason P Sinnwell, David M Zahrieh, Vera J Suman, Filho Otto Metzger, Sarah Asad, Daniel G Stover, Lisa Carey, William M Sikov, James N Ingle, Minetta C Liu, Jodi M Carter, Eric W Klee, Richard M Weinshilboum, Judy C Boughey, Liewei Wang, Fergus J Couch, Matthew P Goetz, Krishna R Kalari

Triple-negative breast cancer (TNBC) is the most aggressive breast cancer subtype with low overall survival rates and high molecular heterogeneity; therefore, few targeted therapies are available. The luminal androgen receptor (LAR) is the most consistently identified TNBC subtype, but the clinical utility has yet to be established. Here, we constructed a novel genomic classifier, LAR-Sig, that distinguishes the LAR subtype from other TNBC subtypes and provide evidence that it is a clinically distinct disease. A meta-analysis of seven TNBC datasets (n = 1086 samples) from neoadjuvant clinical trials demonstrated that LAR patients have significantly reduced response (pCR) rates than non-LAR TNBC patients (odds ratio = 2.11, 95% CI: 1.33, 2.89). Moreover, deconvolution of the tumor microenvironment confirmed an enrichment of luminal epithelium corresponding with a decrease in basal and myoepithelium in LAR TNBC tumors. Increased immunosuppression in LAR patients may lead to a decreased presence of cycling T-cells and plasma cells. While, an increased presence of myofibroblast-like cancer-associated cells may impede drug delivery and treatment. In summary, the lower levels of tumor infiltrating lymphocytes (TILs), reduced immune activity in the micro-environment, and lower pCR rates after NAC, suggest that new therapeutic strategies for the LAR TNBC subtype need to be developed.

三阴性乳腺癌(TNBC)是侵袭性最强的乳腺癌亚型,总体生存率低且分子异质性高;因此,目前可用的靶向疗法很少。腔内雄激素受体(LAR)是最稳定的 TNBC 亚型,但其临床实用性尚未确定。在此,我们构建了一种新型基因组分类器 LAR-Sig,该分类器能将 LAR 亚型与其他 TNBC 亚型区分开来,并提供证据证明它是一种临床上不同的疾病。对来自新辅助临床试验的七个 TNBC 数据集(n = 1086 个样本)进行的荟萃分析表明,LAR 患者的应答率(pCR)显著低于非 LAR TNBC 患者(几率比 = 2.11,95% CI:1.33,2.89)。此外,对肿瘤微环境的解构证实,在LAR TNBC肿瘤中,与基底上皮和肌上皮减少相对应的是管腔上皮的富集。LAR患者免疫抑制增加可能导致循环T细胞和浆细胞减少。而肌成纤维细胞样癌相关细胞的增加可能会阻碍药物的输送和治疗。总之,肿瘤浸润淋巴细胞(TILs)水平较低、微环境中的免疫活性降低以及NAC后的pCR率较低,都表明需要针对LAR TNBC亚型开发新的治疗策略。
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引用次数: 0
A degron system targeting endogenous PD-1 inhibits the growth of tumor cells in mice. 靶向内源性 PD-1 的 degron 系统可抑制肿瘤细胞在小鼠体内的生长。
Pub Date : 2022-06-17 eCollection Date: 2022-06-01 DOI: 10.1093/narcan/zcac019
Chie Naruse, Kazushi Sugihara, Tatsuhiko Miyazaki, Xuchi Pan, Fumihiro Sugiyama, Masahide Asano

Recently, targeted protein degradation systems have been developed using the ubiquitin-proteasome system. Here, we established Programmed cell death-1 (PD-1) knockdown mice as a model system for subjecting endogenous mouse proteins to the small molecule-assisted shutoff (SMASh) degron system. SMASh degron-tagged PD-1-mCherry in Jurkat cells and CD3+ splenocytes were degraded by the NS3/4A protease inhibitors, asunaprevir (ASV) or grazoprevir (GRV). Growth of MC-38 colon adenocarcinoma cells injected in Pdcd1-mCherry-SMASh homozygous knock-in (KI) mice was repressed by ASV or GRV. Moreover, growth of MC-38 cells was suppressed in wild-type mice transplanted with KI bone marrow cells after GRV treatment. This is the first study to use a degron tag targeting an endogenous mouse protein in vivo. Our experimental system using the SMASh degron may be employed for treating diseases and characterizing the cellular functions of essential proteins.

最近,利用泛素-蛋白酶体系统开发出了靶向蛋白质降解系统。在这里,我们建立了程序性细胞死亡-1(PD-1)基因敲除小鼠作为模型系统,将小鼠内源性蛋白质置于小分子辅助关闭(SMASh)降解子系统中。Jurkat细胞和CD3+脾细胞中的SMASh degron标记PD-1-mCherry被NS3/4A蛋白酶抑制剂asunaprevir(ASV)或grazoprevir(GRV)降解。ASV或GRV抑制了注射到Pdcd1-mCherry-SMASh同基因敲入(KI)小鼠体内的MC-38结肠腺癌细胞的生长。此外,经 GRV 处理后,野生型小鼠移植 KI 骨髓细胞后,MC-38 细胞的生长也受到抑制。这是首次在体内使用以小鼠内源性蛋白质为靶标的degron标签的研究。我们使用 SMASh degron 的实验系统可用于治疗疾病和鉴定重要蛋白质的细胞功能。
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引用次数: 0
EHF is a novel regulator of cellular redox metabolism and predicts patient prognosis in HNSCC. EHF 是细胞氧化还原代谢的新型调节因子,可预测 HNSCC 患者的预后。
Pub Date : 2022-05-27 eCollection Date: 2022-06-01 DOI: 10.1093/narcan/zcac017
Akinsola Oyelakin, Kasturi Bala Nayak, Alexandra Ruth Glathar, Christian Gluck, Theresa Wrynn, Antonio Tugores, Rose-Anne Romano, Satrajit Sinha

Head and Neck Squamous Cell Carcinoma (HNSCC) is a heterogeneous disease with relatively high morbidity and mortality rates. The lack of effective therapies, high recurrence rates and drug resistance driven in part, by tumor heterogeneity, contribute to the poor prognosis for patients diagnosed with this cancer. This problem is further exacerbated by the fact that key regulatory factors contributing to the disease diversity remains largely elusive. Here, we have identified EHF as an important member of the ETS family of transcription factors that is highly expressed in normal oral tissues, but lost during HNSCC progression. Interestingly, HNSCC tumors and cell lines exhibited a dichotomy of high and low EHF expression, and patients whose tumors retained EHF expression showed significantly better prognosis, suggesting a potential tumor suppressive role for EHF. To address this, we have performed gain and loss of function studies and leveraged bulk and single-cell cancer genomic datasets to identify global EHF targets by RNA-sequencing (RNA-seq) and Chromatin Immunoprecipitation and next generation sequencing (ChIP-seq) experiments of HNSCC cell lines. These mechanistic studies have revealed that EHF, acts as a regulator of a broad spectrum of metabolic processes, specifically targeting regulators of redox homeostasis such as NRF2 and SOX2. Our immunostaining results confirm the mutually exclusive expression patterns of EHF and SOX2 in HNSCC tumors and suggest a possible role for these two factors in establishing discrete metabolic states within the tumor microenvironment. Taken together, EHF may serve as a novel prognostic marker for classifying HNSCC patients for actionable and targeted therapeutic intervention.

头颈部鳞状细胞癌(HNSCC)是一种异质性疾病,发病率和死亡率相对较高。由于缺乏有效的治疗方法、复发率高以及部分由于肿瘤异质性导致的耐药性,导致确诊为这种癌症的患者预后不佳。而导致疾病多样性的关键调控因素在很大程度上仍然难以捉摸,这进一步加剧了这一问题。在这里,我们发现 EHF 是 ETS 转录因子家族的一个重要成员,它在正常口腔组织中高表达,但在 HNSCC 进展过程中会丢失。有趣的是,HNSCC 肿瘤和细胞系表现出 EHF 高表达和低表达的两极分化,肿瘤保留 EHF 表达的患者预后明显较好,这表明 EHF 具有潜在的肿瘤抑制作用。为了解决这个问题,我们进行了功能增益和缺失研究,并利用批量和单细胞癌症基因组数据集,通过对HNSCC细胞系进行RNA测序(RNA-seq)和染色质免疫沉淀及新一代测序(ChIP-seq)实验,确定了EHF的全球靶点。这些机理研究表明,EHF 是多种代谢过程的调控因子,尤其以 NRF2 和 SOX2 等氧化还原平衡调控因子为靶标。我们的免疫染色结果证实了 EHF 和 SOX2 在 HNSCC 肿瘤中相互排斥的表达模式,并提示了这两种因子在肿瘤微环境中建立不同代谢状态的可能作用。综上所述,EHF可作为一种新的预后标志物,用于对HNSCC患者进行分类,以便采取有针对性的治疗干预措施。
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引用次数: 0
Allele-informed copy number evaluation of plasma DNA samples from metastatic prostate cancer patients: the PCF_SELECT consortium assay. 对转移性前列腺癌患者血浆 DNA 样本进行等位基因拷贝数评估:PCF_SELECT 联合检测。
Pub Date : 2022-05-27 eCollection Date: 2022-06-01 DOI: 10.1093/narcan/zcac016
Francesco Orlando, Alessandro Romanel, Blanca Trujillo, Michael Sigouros, Daniel Wetterskog, Orsetta Quaini, Gianmarco Leone, Jenny Z Xiang, Anna Wingate, Scott Tagawa, Anuradha Jayaram, Mark Linch, Mariam Jamal-Hanjani, Charles Swanton, Mark A Rubin, Alexander W Wyatt, Himisha Beltran, Gerhardt Attard, Francesca Demichelis

Sequencing of cell-free DNA (cfDNA) in cancer patients' plasma offers a minimally-invasive solution to detect tumor cell genomic alterations to aid real-time clinical decision-making. The reliability of copy number detection decreases at lower cfDNA tumor fractions, limiting utility at earlier stages of the disease. To test a novel strategy for detection of allelic imbalance, we developed a prostate cancer bespoke assay, PCF_SELECT, that includes an innovative sequencing panel covering ∼25 000 high minor allele frequency SNPs and tailored analytical solutions to enable allele-informed evaluation. First, we assessed it on plasma samples from 50 advanced prostate cancer patients. We then confirmed improved detection of genomic alterations in samples with <10% tumor fractions when compared against an independent assay. Finally, we applied PCF_SELECT to serial plasma samples intensively collected from three patients previously characterized as harboring alterations involving DNA repair genes and consequently offered PARP inhibition. We identified more extensive pan-genome allelic imbalance than previously recognized in prostate cancer. We confirmed high sensitivity detection of BRCA2 allelic imbalance with decreasing tumor fractions resultant from treatment and identified complex ATM genomic states that may be incongruent with protein losses. Overall, we present a framework for sensitive detection of allele-specific copy number changes in cfDNA.

对癌症患者血浆中的无细胞DNA(cfDNA)进行测序,是检测肿瘤细胞基因组变化的一种微创解决方案,有助于实时临床决策。拷贝数检测的可靠性在较低的 cfDNA 肿瘤分数时会降低,从而限制了在疾病早期阶段的应用。为了测试检测等位基因不平衡的新策略,我们开发了一种前列腺癌定制检测方法 PCF_SELECT,它包括一个创新的测序面板,涵盖 25000 个高小等位基因频率 SNPs,以及定制的分析解决方案,以实现等位基因知情评估。首先,我们对 50 名晚期前列腺癌患者的血浆样本进行了评估。然后,我们证实了在 BRCA2 等位基因不平衡的样本中,基因组改变的检测得到了改善,治疗导致肿瘤比例下降,并确定了可能与蛋白质损失不一致的复杂 ATM 基因组状态。总之,我们提出了一个在 cfDNA 中灵敏检测等位基因特异性拷贝数变化的框架。
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