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PDXNet portal: patient-derived Xenograft model, data, workflow and tool discovery. PDXNet门户:患者衍生的Xenograft模型、数据、工作流程和工具发现。
Pub Date : 2022-04-22 eCollection Date: 2022-06-01 DOI: 10.1093/narcan/zcac014
Soner Koc, Michael W Lloyd, Jeffrey W Grover, Nan Xiao, Sara Seepo, Sai Lakshmi Subramanian, Manisha Ray, Christian Frech, John DiGiovanna, Phillip Webster, Steven Neuhauser, Anuj Srivastava, Xing Yi Woo, Brian J Sanderson, Brian White, Paul Lott, Lacey E Dobrolecki, Heidi Dowst, Yvonne A Evrard, Tiffany A Wallace, Jeffrey A Moscow, James H Doroshow, Nicholas Mitsiades, Salma Kaochar, Chong-Xian Pan, Moon S Chen, Luis Carvajal-Carmona, Alana L Welm, Bryan E Welm, Michael T Lewis, Ramaswamy Govindan, Li Ding, Shunqiang Li, Meenhard Herlyn, Michael A Davies, Jack Roth, Funda Meric-Bernstam, Peter N Robinson, Carol J Bult, Brandi Davis-Dusenbery, Dennis A Dean, Jeffrey H Chuang

We created the PDX Network (PDXNet) portal (https://portal.pdxnetwork.org/) to centralize access to the National Cancer Institute-funded PDXNet consortium resources, to facilitate collaboration among researchers and to make these data easily available for research. The portal includes sections for resources, analysis results, metrics for PDXNet activities, data processing protocols and training materials for processing PDX data. Currently, the portal contains PDXNet model information and data resources from 334 new models across 33 cancer types. Tissue samples of these models were deposited in the NCI's Patient-Derived Model Repository (PDMR) for public access. These models have 2134 associated sequencing files from 873 samples across 308 patients, which are hosted on the Cancer Genomics Cloud powered by Seven Bridges and the NCI Cancer Data Service for long-term storage and access with dbGaP permissions. The portal includes results from freely available, robust, validated and standardized analysis workflows on PDXNet sequencing files and PDMR data (3857 samples from 629 patients across 85 disease types). The PDXNet portal is continuously updated with new data and is of significant utility to the cancer research community as it provides a centralized location for PDXNet resources, which support multi-agent treatment studies, determination of sensitivity and resistance mechanisms, and preclinical trials.

我们创建了PDX网络(PDXNet)门户(https://portal.pdxnetwork.org/)集中访问癌症研究所资助的PDXNet联盟资源,促进研究人员之间的合作,并使这些数据易于用于研究。该门户包括资源、分析结果、PDXNet活动指标、数据处理协议和处理PDX数据的培训材料等部分。目前,该门户网站包含来自33种癌症类型的334个新模型的PDXNet模型信息和数据资源。这些模型的组织样本存放在NCI的患者衍生模型库(PDMR)中,供公众访问。这些模型有来自308名患者的873个样本的2134个相关测序文件,这些文件托管在由Seven Bridges和NCI癌症数据服务提供支持的癌症基因组云上,用于使用dbGaP权限进行长期存储和访问。该门户网站包括对PDXNet测序文件和PDMR数据(来自85种疾病类型的629名患者的3857个样本)的免费、稳健、验证和标准化分析工作流程的结果。PDXNet门户网站不断更新新数据,对癌症研究界具有重要意义,因为它为PDXNet资源提供了一个集中的位置,支持多智能体治疗研究、敏感性和耐药性机制的确定以及临床前试验。
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引用次数: 0
Synergistic action of WDR5 and HDM2 inhibitors in SMARCB1-deficient cancer cells. WDR5 和 HDM2 抑制剂在 SMARCB1 缺失的癌细胞中的协同作用。
Pub Date : 2022-03-03 eCollection Date: 2022-03-01 DOI: 10.1093/narcan/zcac007
Andrea C Florian, Chase M Woodley, Jing Wang, Brian C Grieb, Macey J Slota, Kiana Guerrazzi, Chih-Yuan Hsu, Brittany K Matlock, David K Flaherty, Shelly L Lorey, Stephen W Fesik, Gregory C Howard, Qi Liu, April M Weissmiller, William P Tansey

Rhabdoid tumors (RT) are rare and deadly pediatric cancers driven by loss of SMARCB1, which encodes the SNF5 component of the SWI/SNF chromatin remodeler. Loss of SMARCB1 is associated with a complex set of phenotypic changes including vulnerability to inhibitors of protein synthesis and of the p53 ubiquitin-ligase HDM2. Recently, we discovered small molecule inhibitors of the 'WIN' site of WDR5, which in MLL-rearranged leukemia cells decrease the expression of a set of genes linked to protein synthesis, inducing a translational choke and causing p53-dependent inhibition of proliferation. Here, we characterize how WIN site inhibitors act in RT cells. As in leukemia cells, WIN site inhibition in RT cells causes the comprehensive displacement of WDR5 from chromatin, resulting in a decrease in protein synthesis gene expression. Unlike leukemia cells, however, the growth response of RT cells to WIN site blockade is independent of p53. Exploiting this observation, we demonstrate that WIN site inhibitor synergizes with an HDM2 antagonist to induce p53 and block RT cell proliferation in vitro. These data reveal a p53-independent action of WIN site inhibitors and forecast that future strategies to treat RT could be based on dual WDR5/HDM2 inhibition.

横纹肌瘤(RT)是一种罕见的致命小儿癌症,其发病原因是 SMARCB1 基因缺失,而 SMARCB1 编码 SWI/SNF 染色质重塑器的 SNF5 成分。SMARCB1的缺失与一系列复杂的表型变化有关,包括易受蛋白质合成抑制剂和p53泛素连接酶HDM2的影响。最近,我们发现了 WDR5 的 "WIN "位点的小分子抑制剂,这种抑制剂在 MLL 重组的白血病细胞中会降低一系列与蛋白质合成相关的基因的表达,诱导翻译阻滞,并导致 p53 依赖性增殖抑制。在这里,我们描述了 WIN 位点抑制剂如何在 RT 细胞中发挥作用。与在白血病细胞中一样,WIN 位点抑制剂在 RT 细胞中也会导致 WDR5 从染色质中全面移位,从而导致蛋白质合成基因表达减少。但与白血病细胞不同的是,RT 细胞对 WIN 位点阻断的生长反应与 p53 无关。利用这一观察结果,我们证明了 WIN 位点抑制剂与 HDM2 拮抗剂协同诱导 p53 并阻止 RT 细胞体外增殖。这些数据揭示了 WIN 位点抑制剂与 p53 无关的作用,并预测未来治疗 RT 的策略可能基于 WDR5/HDM2 双重抑制。
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引用次数: 0
Editorial: NAR Cancer and epigenetics and cancer. 社论:癌症、表观遗传学和癌症。
Pub Date : 2022-03-01 DOI: 10.1093/narcan/zcac003
Danzhou Yang, Jonathan Dickerhoff, William S Dynan
Over the past 20 years, breakthrough discoveries in epigenetics have transformed our knowledge of chromatin structure alterations and regulation mechanisms in response to physiological or pathological signals. Without changing the gene sequence, epigenetic changes affect the way our genes work, leading to heritable phenotypes. Cancer epigenetics is one of the most active areas of cancer research and represents the single largest category of article submissions to NAR Cancer . NAR Cancer is pleased to publish a thematic collection of articles, ‘Cancer Epigenetics’ that encapsulates exciting discoveries in this area. Ten Surveys and Summaries provide insights into the ways in which cancer progression, diagnosis and therapy are interwoven with epigenetics. These review articles, together with relevant recent standard articles, are now made available as a special collection on the journal’s website. This is the journal’s first-ever thematic collection. We plan for these collections to become regular features in the future. Chemical DNA and histones is the and other enzymes
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引用次数: 1
Transcriptional regulators of human oncoviruses: structural and functional implications for anticancer therapy. 人癌病毒转录调控因子:抗癌治疗的结构和功能意义。
Pub Date : 2022-03-01 DOI: 10.1093/narcan/zcac005
Ivona Nečasová, Martin Stojaspal, Edita Motyčáková, Tomáš Brom, Tomáš Janovič, Ctirad Hofr

Transcription is often the first biosynthetic event of viral infection. Viruses produce preferentially viral transcriptional regulators (vTRs) essential for expressing viral genes and regulating essential host cell proteins to enable viral genome replication. As vTRs are unique viral proteins that promote the transcription of viral nucleic acid, vTRs interact with host proteins to suppress detection and immune reactions to viral infection. Thus, vTRs are promising therapeutic targets that are sequentially and structurally distinct from host cell proteins. Here, we review vTRs of three human oncoviruses: HBx of hepatitis B virus, HBZ of human T-lymphotropic virus type 1, and Rta of Epstein-Barr virus. We present three cunningly exciting and dangerous transcription strategies that make viral infections so efficient. We use available structural and functional knowledge to critically examine the potential of vTRs as new antiviral-anticancer therapy targets. For each oncovirus, we describe (i) the strategy of viral genome transcription; (ii) vTRs' structure and binding partners essential for transcription regulation; and (iii) advantages and challenges of vTR targeting in antiviral therapies. We discuss the implications of vTR regulation for oncogenesis and perspectives on developing novel antiviral and anticancer strategies.

转录通常是病毒感染的第一个生物合成事件。病毒产生优先病毒转录调节剂(vtr),这是表达病毒基因和调节宿主细胞蛋白以实现病毒基因组复制所必需的。由于vpr是一种独特的病毒蛋白,可促进病毒核酸转录,因此vpr与宿主蛋白相互作用,抑制病毒感染的检测和免疫反应。因此,vTRs在序列和结构上与宿主细胞蛋白不同,是很有希望的治疗靶点。本文综述了乙型肝炎病毒HBx、人t淋巴细胞嗜1型病毒HBZ和eb病毒Rta三种人癌病毒的vtr。我们提出了三种狡猾的令人兴奋和危险的转录策略,使病毒感染如此有效。我们利用现有的结构和功能知识来严格检查vtr作为新的抗病毒抗癌治疗靶点的潜力。对于每种癌病毒,我们描述了(i)病毒基因组转录的策略;(ii)转录调控所必需的vTRs结构和结合伙伴;(iii)靶向vTR在抗病毒治疗中的优势和挑战。我们讨论了vTR调控肿瘤发生的意义以及开发新的抗病毒和抗癌策略的观点。
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引用次数: 4
The contribution of uncharted RNA sequences to tumor identity in lung adenocarcinoma. 未知RNA序列对肺腺癌肿瘤鉴定的贡献。
Pub Date : 2022-03-01 DOI: 10.1093/narcan/zcac001
Yunfeng Wang, Haoliang Xue, Marine Aglave, Antoine Lainé, Mélina Gallopin, Daniel Gautheret

The identity of cancer cells is defined by the interplay between genetic, epigenetic transcriptional and post-transcriptional variation. A lot of this variation is present in RNA-seq data and can be captured at once using reference-free, k-mer analysis. An important issue with k-mer analysis, however, is the difficulty of distinguishing signal from noise. Here, we use two independent lung adenocarcinoma datasets to identify all reproducible events at the k-mer level, in a tumor versus normal setting. We find reproducible events in many different locations (introns, intergenic, repeats) and forms (spliced, polyadenylated, chimeric etc.). We systematically analyze events that are ignored in conventional transcriptomics and assess their value as biomarkers and for tumor classification, survival prediction, neoantigen prediction and correlation with the immune microenvironment. We find that unannotated lincRNAs, novel splice variants, endogenous HERV, Line1 and Alu repeats and bacterial RNAs each contribute to different, important aspects of tumor identity. We argue that differential RNA-seq analysis of tumor/normal sample collections would benefit from this type k-mer analysis to cast a wider net on important cancer-related events. The code is available at https://github.com/Transipedia/dekupl-lung-cancer-inter-cohort.

癌细胞的身份是由遗传、表观遗传转录和转录后变异之间的相互作用决定的。许多这种变异存在于RNA-seq数据中,并且可以使用无参考的k-mer分析立即捕获。然而,k-mer分析的一个重要问题是难以区分信号和噪声。在这里,我们使用两个独立的肺腺癌数据集来确定肿瘤与正常环境中k-mer水平的所有可重复事件。我们在许多不同的位置(内含子,基因间,重复)和形式(剪接,聚腺苷化,嵌合等)发现可重复的事件。我们系统地分析了传统转录组学中被忽略的事件,并评估了它们作为生物标志物、肿瘤分类、生存预测、新抗原预测以及与免疫微环境的相关性的价值。我们发现,未加注释的lincRNAs、新型剪接变异体、内源性HERV、Line1和Alu重复序列以及细菌rna都对肿瘤身份的不同重要方面有贡献。我们认为,肿瘤/正常样本收集的差异RNA-seq分析将受益于这种类型的k-mer分析,以更广泛地了解重要的癌症相关事件。代码可在https://github.com/Transipedia/dekupl-lung-cancer-inter-cohort上获得。
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引用次数: 2
PP2A and cancer epigenetics: a therapeutic opportunity waiting to happen. PP2A和癌症表观遗传学:一个等待发生的治疗机会。
Pub Date : 2022-02-01 eCollection Date: 2022-03-01 DOI: 10.1093/narcan/zcac002
Samantha L Tinsley, Brittany L Allen-Petersen

The epigenetic state of chromatin is altered by regulators which influence gene expression in response to environmental stimuli. While several post-translational modifications contribute to chromatin accessibility and transcriptional programs, our understanding of the role that specific phosphorylation sites play is limited. In cancer, kinases and phosphatases are commonly deregulated resulting in increased oncogenic signaling and loss of epigenetic regulation. Aberrant epigenetic states are known to promote cellular plasticity and the development of therapeutic resistance in many cancer types, highlighting the importance of these mechanisms to cancer cell phenotypes. Protein Phosphatase 2A (PP2A) is a heterotrimeric holoenzyme that targets a diverse array of cellular proteins. The composition of the PP2A complex influences its cellular targets and activity. For this reason, PP2A can be tumor suppressive or oncogenic depending on cellular context. Understanding the nuances of PP2A regulation and its effect on epigenetic alterations can lead to new therapeutic avenues that afford more specificity and contribute to the growth of personalized medicine in the oncology field. In this review, we summarize the known PP2A-regulated substrates and potential phosphorylation sites that contribute to cancer cell epigenetics and possible strategies to therapeutically leverage this phosphatase to suppress tumor growth.

染色质的表观遗传状态被调节因子改变,这些调节因子影响基因表达以响应环境刺激。虽然一些翻译后修饰有助于染色质可及性和转录程序,但我们对特定磷酸化位点的作用的理解是有限的。在癌症中,激酶和磷酸酶通常被解除调控,导致致癌信号的增加和表观遗传调控的丧失。已知异常的表观遗传状态可促进许多癌症类型的细胞可塑性和治疗耐药性的发展,突出了这些机制对癌细胞表型的重要性。蛋白磷酸酶2A (PP2A)是一种针对多种细胞蛋白的异源三聚体全酶。PP2A复合物的组成影响其细胞靶标和活性。因此,PP2A可以抑制肿瘤或致癌取决于细胞环境。了解PP2A调控的细微差别及其对表观遗传改变的影响可以带来新的治疗途径,提供更多的特异性,并有助于肿瘤领域个性化医疗的发展。在这篇综述中,我们总结了已知的pp2a调节底物和潜在的磷酸化位点,这些磷酸化位点有助于癌细胞的表观遗传学,以及利用这种磷酸酶来抑制肿瘤生长的可能策略。
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引用次数: 9
Comprehensive profiling of mRNA splicing indicates that GC content signals altered cassette exon inclusion in Ewing sarcoma. 对mRNA剪接的综合分析表明,GC含量表明Ewing肉瘤中盒式外显子包含改变。
Pub Date : 2022-01-14 eCollection Date: 2022-03-01 DOI: 10.1093/narcan/zcab052
Garrett T Graham, Saravana P Selvanathan, Stefan K Zöllner, Emily Stahl, Adam Shlien, Natasha J Caplen, Aykut Üren, Jeffrey A Toretsky

Ewing sarcoma (EwS) is a small round blue cell tumor and is the second most frequent pediatric bone cancer. 85% of EwS tumors express the fusion oncoprotein EWS-FLI1, the product of a t(11;22) reciprocal translocation. Prior work has indicated that transcription regulation alone does not fully describe the oncogenic capacity of EWS-FLI1, nor does it provide an effective means to stratify patient tumors. Research using EwS cell lines and patient samples has suggested that EWS-FLI1 also disrupts mRNA biogenesis. In this work we both describe the underlying characteristics of mRNA that are aberrantly spliced in EwS tumor samples as well as catalogue mRNA splicing events across other pediatric tumor types. Here, we also use short- and long-read sequencing to identify cis-factors that contribute to splicing profiles we observe in Ewing sarcoma. Our analysis suggests that GC content upstream of cassette exons is a defining factor of mRNA splicing in EwS. We also describe specific splicing events that discriminate EwS tumor samples from the assumed cell of origin, human mesenchymal stem cells derived from bone marrow (hMSC-BM). Finally, we identify specific splicing factors PCBP2, RBMX, and SRSF9 by motif enrichment and confirm findings from tumor samples in EwS cell lines.

尤文氏肉瘤(EwS)是一种小的圆形蓝细胞肿瘤,是第二常见的儿童骨癌。85%的EwS肿瘤表达融合癌蛋白EwS - fli1,这是t(11;22)互惠易位的产物。先前的研究表明,仅靠转录调控并不能完全描述EWS-FLI1的致癌能力,也不能提供对患者肿瘤分层的有效手段。对EwS细胞系和患者样本的研究表明,EwS - fli1也会破坏mRNA的生物发生。在这项工作中,我们都描述了在EwS肿瘤样本中异常剪接的mRNA的潜在特征,并对其他儿科肿瘤类型的mRNA剪接事件进行了分类。在这里,我们也使用短读段和长读段测序来鉴定有助于我们在尤文氏肉瘤中观察到的剪接谱的顺式因子。我们的分析表明,盒式外显子上游的GC含量是EwS中mRNA剪接的决定性因素。我们还描述了区分EwS肿瘤样本与假定的起源细胞,来自骨髓的人间充质干细胞(hMSC-BM)的特定剪接事件。最后,我们通过基序富集鉴定了特异性剪接因子PCBP2、RBMX和SRSF9,并证实了来自EwS细胞系肿瘤样本的发现。
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引用次数: 4
A comprehensive framework for analysis of microRNA sequencing data in metastatic colorectal cancer. 转移性结直肠癌microRNA测序数据分析的综合框架。
Pub Date : 2022-01-14 eCollection Date: 2022-03-01 DOI: 10.1093/narcan/zcab051
Eirik Høye, Bastian Fromm, Paul H M Böttger, Diana Domanska, Annette Torgunrud, Christin Lund-Andersen, Torveig Weum Abrahamsen, Åsmund Avdem Fretland, Vegar J Dagenborg, Susanne Lorenz, Bjørn Edwin, Eivind Hovig, Kjersti Flatmark

Although microRNAs (miRNAs) contribute to all hallmarks of cancer, miRNA dysregulation in metastasis remains poorly understood. The aim of this work was to reliably identify miRNAs associated with metastatic progression of colorectal cancer (CRC) using novel and previously published next-generation sequencing (NGS) datasets generated from 268 samples of primary (pCRC) and metastatic CRC (mCRC; liver, lung and peritoneal metastases) and tumor adjacent tissues. Differential expression analysis was performed using a meticulous bioinformatics pipeline, including only bona fide miRNAs, and utilizing miRNA-tailored quality control and processing. Five miRNAs were identified as up-regulated at multiple metastatic sites Mir-210_3p, Mir-191_5p, Mir-8-P1b_3p [mir-141-3p], Mir-1307_5p and Mir-155_5p. Several have previously been implicated in metastasis through involvement in epithelial-to-mesenchymal transition and hypoxia, while other identified miRNAs represent novel findings. The use of a publicly available pipeline facilitates reproducibility and allows new datasets to be added as they become available. The set of miRNAs identified here provides a reliable starting-point for further research into the role of miRNAs in metastatic progression.

尽管microrna (miRNA)参与了癌症的所有特征,但miRNA在转移中的失调仍然知之甚少。这项工作的目的是使用新的和先前发表的下一代测序(NGS)数据集,可靠地鉴定与结直肠癌(CRC)转移进展相关的mirna,这些数据集来自268个原发性(pCRC)和转移性CRC (mCRC;肝、肺和腹膜转移)和肿瘤邻近组织。差异表达分析使用细致的生物信息学管道进行,仅包括真正的mirna,并利用mirna定制的质量控制和处理。5种mirna在多个转移位点Mir-210_3p、Mir-191_5p、Mir-8-P1b_3p [mir-141-3p]、Mir-1307_5p和Mir-155_5p上调。一些先前通过参与上皮到间质转化和缺氧与转移有关,而其他已鉴定的mirna则代表了新的发现。使用公开可用的管道有助于再现性,并允许在可用时添加新数据集。这里鉴定的一组mirna为进一步研究mirna在转移进展中的作用提供了一个可靠的起点。
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引用次数: 4
High-grade ovarian cancer associated H/ACA snoRNAs promote cancer cell proliferation and survival. 高级别卵巢癌相关的H/ACA snorna促进癌细胞增殖和存活。
Pub Date : 2022-01-14 eCollection Date: 2022-03-01 DOI: 10.1093/narcan/zcab050
Laurence Faucher-Giguère, Audrey Roy, Gabrielle Deschamps-Francoeur, Sonia Couture, Ryan M Nottingham, Alan M Lambowitz, Michelle S Scott, Sherif Abou Elela

Small nucleolar RNAs (snoRNAs) are an omnipresent class of non-coding RNAs involved in the modification and processing of ribosomal RNA (rRNA). As snoRNAs are required for ribosome production, the increase of which is a hallmark of cancer development, their expression would be expected to increase in proliferating cancer cells. However, assessing the nature and extent of snoRNAs' contribution to cancer biology has been largely limited by difficulties in detecting highly structured RNA. In this study, we used a dedicated midsize non-coding RNA (mncRNA) sensitive sequencing technique to accurately survey the snoRNA abundance in independently verified high-grade serous ovarian carcinoma (HGSC) and serous borderline tumour (SBT) tissues. The results identified SNORA81, SNORA19 and SNORA56 as an H/ACA snoRNA signature capable of discriminating between independent sets of HGSC, SBT and normal tissues. The expression of the signature SNORA81 correlates with the level of ribosomal RNA (rRNA) modification and its knockdown inhibits 28S rRNA pseudouridylation and accumulation leading to reduced cell proliferation and migration. Together our data indicate that specific subsets of H/ACA snoRNAs may promote tumour aggressiveness by inducing rRNA modification and synthesis.

小核仁RNA (Small nucleolar RNA, snoRNAs)是一类无所不在的非编码RNA,参与核糖体RNA (rRNA)的修饰和加工。由于snorna是核糖体产生所必需的,而核糖体的增加是癌症发展的标志,因此它们的表达预计会在增殖的癌细胞中增加。然而,评估snoRNAs对癌症生物学贡献的性质和程度在很大程度上受到检测高度结构化RNA的困难的限制。在这项研究中,我们使用了一种专用的中型非编码RNA (mncRNA)敏感测序技术,准确地测量了独立验证的高级别浆液性卵巢癌(HGSC)和浆液性交界性肿瘤(SBT)组织中snoRNA的丰度。结果发现,SNORA81、SNORA19和SNORA56是一个H/ACA snoRNA特征,能够区分独立的HGSC、SBT和正常组织。SNORA81的表达与核糖体RNA (rRNA)修饰水平相关,其敲低抑制28S rRNA假尿嘧啶化和积累,导致细胞增殖和迁移减少。我们的数据表明,H/ACA snoRNAs的特定亚群可能通过诱导rRNA修饰和合成来促进肿瘤的侵袭性。
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引用次数: 8
Characterization of the consensus mucosal microbiome of colorectal cancer. 大肠癌粘膜微生物群的特征描述。
Pub Date : 2021-12-22 eCollection Date: 2021-12-01 DOI: 10.1093/narcan/zcab049
Lan Zhao, Susan M Grimes, Stephanie U Greer, Matthew Kubit, HoJoon Lee, Lincoln D Nadauld, Hanlee P Ji

Dysbioisis is an imbalance of an organ's microbiome and plays a role in colorectal cancer pathogenesis. Characterizing the bacteria in the microenvironment of a cancer through genome sequencing has advantages compared to culture-based profiling. However, there are notable technical and analytical challenges in characterizing universal features of tumor microbiomes. Colorectal tumors demonstrate microbiome variation among different studies and across individual patients. To address these issues, we conducted a computational study to determine a consensus microbiome for colorectal cancer, analyzing 924 tumors from eight independent RNA-Seq data sets. A standardized meta-transcriptomic analysis pipeline was established with quality control metrics. Microbiome profiles across different cohorts were compared and recurrently altered microbial shifts specific to colorectal cancer were determined. We identified cancer-specific set of 114 microbial species associated with tumors that were found among all investigated studies. Firmicutes, Bacteroidetes, Proteobacteria and Actinobacteria were among the four most abundant phyla for the colorectal cancer microbiome. Member species of Clostridia were depleted and Fusobacterium nucleatum was one of the most enriched bacterial species in tumors. Associations between the consensus species and specific immune cell types were noted. Our results are available as a web data resource for other researchers to explore (https://crc-microbiome.stanford.edu).

菌群失调是器官微生物群的失衡,在结直肠癌发病机制中扮演着重要角色。通过基因组测序鉴定癌症微环境中的细菌比基于培养的鉴定更具优势。然而,在表征肿瘤微生物组的普遍特征方面存在着显著的技术和分析挑战。结直肠肿瘤的微生物组在不同研究和不同患者之间存在差异。为了解决这些问题,我们进行了一项计算研究,以确定结直肠癌的共识微生物组,分析了来自八个独立 RNA-Seq 数据集的 924 个肿瘤。我们建立了标准化的元转录组分析管道,并制定了质量控制指标。我们比较了不同队列的微生物组概况,并确定了结直肠癌特异性微生物的反复变化。我们在所有调查研究中发现了与肿瘤相关的 114 种癌症特异性微生物。在结直肠癌微生物组中,固缩菌、类杆菌、蛋白菌和放线菌是含量最高的四个菌门。梭状芽孢杆菌属的成员物种被清除,而核酸镰刀菌是肿瘤中最富集的细菌物种之一。我们还注意到共识物种与特定免疫细胞类型之间的关联。我们的研究结果可作为网络数据资源供其他研究人员探索(https://crc-microbiome.stanford.edu)。
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引用次数: 0
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