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Tandem kinase proteins across the plant kingdom 植物界的串联激酶蛋白
IF 31.7 1区 生物学 Q1 GENETICS & HEREDITY Pub Date : 2025-01-08 DOI: 10.1038/s41588-024-02032-x
Tamara Reveguk, Andrii Fatiukha, Evgenii Potapenko, Ivan Reveguk, Hanan Sela, Valentyna Klymiuk, Yinghui Li, Curtis Pozniak, Thomas Wicker, Gitta Coaker, Tzion Fahima
Plant pathogens pose a continuous threat to global food production. Recent discoveries in plant immunity research unveiled a unique protein family characterized by an unusual resistance protein structure that combines two kinase domains. This study demonstrates the widespread occurrence of tandem kinase proteins (TKPs) across the plant kingdom. An examination of 104 plant species’ genomes uncovered 2,682 TKPs. The majority (95.6%) of these kinase domains are part of the receptor-like kinase–Pelle family, which is crucial for cell surface responses in plant immunity. Notably, 90% of TKPs comprise dual kinase domains, with over 50% being pseudokinases. Over 56% of these proteins harbor 127 different integrated domains, and over 47% include a transmembrane domain. TKP pseudokinases and/or integrated domains probably serve as decoys, engaging with pathogen effectors to trigger plant immunity. The TKP Atlas we created sheds light on the mechanisms of TKP convergent molecular evolution and potential function. This genomic analysis of tandem kinase proteins across 104 plant species highlights their mechanisms of convergent molecular evolution and potential roles in plant immunity.
植物病原体对全球粮食生产构成持续威胁。最近在植物免疫研究中发现了一个独特的蛋白家族,其特征是一个不寻常的抗性蛋白结构,结合了两个激酶结构域。该研究表明串联激酶蛋白(TKPs)在植物界广泛存在。对104种植物基因组的研究发现了2682个TKPs。这些激酶结构域中的大多数(95.6%)是受体样激酶- pelle家族的一部分,在植物免疫中对细胞表面反应至关重要。值得注意的是,90%的TKPs包含双激酶结构域,其中超过50%是假激酶。这些蛋白质中超过56%含有127个不同的整合结构域,超过47%包含跨膜结构域。TKP假激酶和/或整合结构域可能作为诱饵,与病原体效应物结合,触发植物免疫。我们构建的TKP图谱揭示了TKP趋同分子进化和潜在功能的机制。
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引用次数: 0
Telomere-to-telomere sheep genome assembly identifies variants associated with wool fineness 端粒到端粒羊基因组组装鉴定与羊毛细度相关的变异
IF 31.7 1区 生物学 Q1 GENETICS & HEREDITY Pub Date : 2025-01-08 DOI: 10.1038/s41588-024-02037-6
Ling-Yun Luo, Hui Wu, Li-Ming Zhao, Ya-Hui Zhang, Jia-Hui Huang, Qiu-Yue Liu, Hai-Tao Wang, Dong-Xin Mo, He-Hua EEr, Lian-Quan Zhang, Hai-Liang Chen, Shan-Gang Jia, Wei-Min Wang, Meng-Hua Li
Ongoing efforts to improve sheep reference genome assemblies still leave many gaps and incomplete regions, resulting in a few common failures and errors in genomic studies. Here, we report a 2.85-Gb gap-free telomere-to-telomere genome of a ram (T2T-sheep1.0), including all autosomes and the X and Y chromosomes. This genome adds 220.05 Mb of previously unresolved regions and 754 new genes to the most updated reference assembly ARS-UI_Ramb_v3.0; it contains four types of repeat units (SatI, SatII, SatIII and CenY) in centromeric regions. T2T-sheep1.0 has a base accuracy of more than 99.999%, corrects several structural errors in previous reference assemblies and improves structural variant detection in repetitive sequences. Alignment of whole-genome short-read sequences of global domestic and wild sheep against T2T-sheep1.0 identifies 2,664,979 new single-nucleotide polymorphisms in previously unresolved regions, which improves the population genetic analyses and detection of selective signals for domestication (for example, ABCC4) and wool fineness (for example, FOXQ1). A gap-free telomere-to-telomere genome assembly for a ram of Hu sheep uncovers genes and variants associated with domestication and selection for wool fineness.
正在进行的改进绵羊参考基因组组装的努力仍然留下许多空白和不完整的区域,导致基因组研究中一些常见的失败和错误。在这里,我们报告了一只公羊(T2T-sheep1.0)的2.85 gb无间隙端粒到端粒基因组,包括所有常染色体和X染色体和Y染色体。该基因组在最新的参考序列ARS-UI_Ramb_v3.0上增加了220.05 Mb先前未解析的区域和754个新基因;在着丝区包含四种类型的重复单元(SatI、SatII、SatIII和CenY)。T2T-sheep1.0的碱基精度超过99.999%,修正了以前参考序列中的一些结构错误,提高了重复序列的结构变异检测。将全球家羊和野生羊的全基因组短序列与T2T-sheep1.0进行比对,在以前未解决的区域发现了2664979个新的单核苷酸多态性,这改善了群体遗传分析和驯化选择性信号(如ABCC4)和羊毛细度(如FOXQ1)的检测。
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引用次数: 0
Predicting RNA-seq coverage from DNA sequence as a unifying model of gene regulation 从DNA序列预测RNA-seq覆盖作为基因调控的统一模型
IF 30.8 1区 生物学 Q1 GENETICS & HEREDITY Pub Date : 2025-01-08 DOI: 10.1038/s41588-024-02053-6
Johannes Linder, Divyanshi Srivastava, Han Yuan, Vikram Agarwal, David R. Kelley

Sequence-based machine-learning models trained on genomics data improve genetic variant interpretation by providing functional predictions describing their impact on the cis-regulatory code. However, current tools do not predict RNA-seq expression profiles because of modeling challenges. Here, we introduce Borzoi, a model that learns to predict cell-type-specific and tissue-specific RNA-seq coverage from DNA sequence. Using statistics derived from Borzoi’s predicted coverage, we isolate and accurately score DNA variant effects across multiple layers of regulation, including transcription, splicing and polyadenylation. Evaluated on quantitative trait loci, Borzoi is competitive with and often outperforms state-of-the-art models trained on individual regulatory functions. By applying attribution methods to the derived statistics, we extract cis-regulatory motifs driving RNA expression and post-transcriptional regulation in normal tissues. The wide availability of RNA-seq data across species, conditions and assays profiling specific aspects of regulation emphasizes the potential of this approach to decipher the mapping from DNA sequence to regulatory function.

基于序列的机器学习模型经过基因组学数据的训练,通过提供描述基因变异对顺式调控代码影响的功能预测,改善了基因变异的解释。然而,由于建模方面的挑战,目前的工具不能预测RNA-seq表达谱。在这里,我们介绍Borzoi,这是一种学习从DNA序列预测细胞类型特异性和组织特异性RNA-seq覆盖的模型。利用来自Borzoi预测覆盖率的统计数据,我们分离并准确地评分了多个调控层的DNA变异效应,包括转录、剪接和聚腺苷化。通过对数量性状位点的评估,猎狼犬可以与最先进的个体调节功能模型相竞争,而且往往优于它们。通过将归因方法应用于导出的统计数据,我们提取了正常组织中驱动RNA表达和转录后调控的顺式调控基序。RNA-seq数据在物种、条件和分析中广泛可用,分析了调控的特定方面,强调了这种方法在破译从DNA序列到调控功能的映射方面的潜力。
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引用次数: 0
Structural polymorphism and diversity of human segmental duplications 人类片段复制的结构多态性和多样性
IF 31.7 1区 生物学 Q1 GENETICS & HEREDITY Pub Date : 2025-01-08 DOI: 10.1038/s41588-024-02051-8
Hyeonsoo Jeong, Philip C. Dishuck, DongAhn Yoo, William T. Harvey, Katherine M. Munson, Alexandra P. Lewis, Jennifer Kordosky, Gage H. Garcia,  Human Genome Structural Variation Consortium (HGSVC), Feyza Yilmaz, Pille Hallast, Charles Lee, Tomi Pastinen, Evan E. Eichler
Segmental duplications (SDs) contribute significantly to human disease, evolution and diversity but have been difficult to resolve at the sequence level. We present a population genetics survey of SDs by analyzing 170 human genome assemblies (from 85 samples representing 38 Africans and 47 non-Africans) in which the majority of autosomal SDs are fully resolved using long-read sequence assembly. Excluding the acrocentric short arms and sex chromosomes, we identify 173.2 Mb of duplicated sequence (47.4 Mb not present in the telomere-to-telomere reference) distinguishing fixed from structurally polymorphic events. We find that intrachromosomal SDs are among the most variable, with rare events mapping near their progenitor sequences. African genomes harbor significantly more intrachromosomal SDs and are more likely to have recently duplicated gene families with higher copy numbers than non-African samples. Comparison to a resource of 563 million full-length isoform sequencing reads identifies 201 novel, potentially protein-coding genes corresponding to these copy number polymorphic SDs. Analysis of 170 human genomes assembled using long-read sequencing provides a map of structural variation within regions of segmental duplication and identifies novel candidate protein-coding genes supported by full-length Iso-Seq reads.
片段重复(SDs)对人类疾病、进化和多样性有重要贡献,但难以在序列水平上解决。我们通过分析170个人类基因组组合(来自85个样本,代表38个非洲人和47个非非洲人),对SDs进行了群体遗传学调查,其中大多数常染色体SDs使用长读序列组装完全解决。排除顶心短臂和性染色体,我们鉴定了173.2 Mb的重复序列(47.4 Mb不存在于端粒到端粒的参考中),以区分固定和结构多态性事件。我们发现染色体内的SDs是最可变的,罕见的事件映射在它们的祖序列附近。与非非洲样本相比,非洲基因组含有更多的染色体内SDs,并且更有可能具有较高拷贝数的近期重复基因家族。与5.63亿个全长同种异构体测序的资源相比,鉴定出201个新的、潜在的蛋白质编码基因,与这些拷贝数多态性SDs相对应。
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引用次数: 0
Profiling the epigenome using long-read sequencing 使用长读测序分析表观基因组
IF 31.7 1区 生物学 Q1 GENETICS & HEREDITY Pub Date : 2025-01-08 DOI: 10.1038/s41588-024-02038-5
Tianyuan Liu, Ana Conesa
The advent of single-molecule, long-read sequencing (LRS) technologies by Oxford Nanopore Technologies and Pacific Biosciences has revolutionized genomics, transcriptomics and, more recently, epigenomics research. These technologies offer distinct advantages, including the direct detection of methylated DNA and simultaneous assessment of DNA sequences spanning multiple kilobases along with their modifications at the single-molecule level. This has enabled the development of new assays for analyzing chromatin states and made it possible to integrate data for DNA methylation, chromatin accessibility, transcription factor binding and histone modifications, thereby facilitating comprehensive epigenomic profiling. Owing to recent advancements, alternative, nascent and translating transcripts can be detected using LRS approaches. This Review discusses LRS-based experimental and computational strategies for characterizing chromatin states and highlights their advantages over short-read sequencing methods. Furthermore, we demonstrate how various long-read methods can be integrated to design multi-omics studies to investigate the relationship between chromatin states and transcriptional dynamics. Long-read sequencing technologies have revolutionized genomics and transcriptomics, and more recently enabled comprehensive epigenomic profiling. These advances now also allow investigation of the relationship between chromatin states and transcriptional dynamics.
牛津纳米孔技术公司和太平洋生物科学公司的单分子长读测序(LRS)技术的出现彻底改变了基因组学、转录组学以及最近的表观基因组学研究。这些技术具有明显的优势,包括直接检测甲基化DNA和同时评估跨越多个千碱基的DNA序列以及它们在单分子水平上的修饰。这使得分析染色质状态的新方法得以发展,并使整合DNA甲基化、染色质可及性、转录因子结合和组蛋白修饰的数据成为可能,从而促进全面的表观基因组分析。由于最近的进展,可以使用LRS方法检测替代的,新生的和翻译的转录本。本综述讨论了基于lrs的表征染色质状态的实验和计算策略,并强调了它们相对于短读测序方法的优势。此外,我们展示了如何将各种长读方法集成到设计多组学研究中,以研究染色质状态和转录动力学之间的关系。
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引用次数: 0
Transcript-specific enrichment enables profiling of rare cell states via single-cell RNA sequencing 转录特异性富集可以通过单细胞RNA测序来分析罕见的细胞状态
IF 31.7 1区 生物学 Q1 GENETICS & HEREDITY Pub Date : 2025-01-08 DOI: 10.1038/s41588-024-02036-7
Tsion Abay, Robert R. Stickels, Meril T. Takizawa, Benan N. Nalbant, Yu-Hsin Hsieh, Sidney Hwang, Catherine Snopkowski, Kenny Kwok Hei Yu, Zaki Abou-Mrad, Viviane Tabar, Brooke E. Howitt, Leif S. Ludwig, Ronan Chaligné, Ansuman T. Satpathy, Caleb A. Lareau
Single-cell genomics technologies have accelerated our understanding of cell-state heterogeneity in diverse contexts. Although single-cell RNA sequencing identifies rare populations that express specific marker transcript combinations, traditional flow sorting requires cell surface markers with high-fidelity antibodies, limiting our ability to interrogate these populations. In addition, many single-cell studies require the isolation of nuclei from tissue, eliminating the ability to enrich learned rare cell states based on extranuclear protein markers. In the present report, we addressed these limitations by developing Programmable Enrichment via RNA FlowFISH by sequencing (PERFF-seq), a scalable assay that enables scRNA-seq profiling of subpopulations defined by the abundance of specific RNA transcripts. Across immune populations (n = 184,126 cells) and fresh-frozen and formalin-fixed, paraffin-embedded brain tissue (n = 33,145 nuclei), we demonstrated that programmable sorting logic via RNA-based cytometry can isolate rare cell populations and uncover phenotypic heterogeneity via downstream, high-throughput, single-cell genomics analyses. Programmable Enrichment via RNA FlowFISH by sequencing (PERFF-seq) isolates rare cells based on RNA marker transcripts for single-cell RNA sequencing profiling of complex tissues, with applicability to a broad variety of samples and cell types.
单细胞基因组学技术加速了我们对不同环境下细胞状态异质性的理解。虽然单细胞RNA测序鉴定了表达特定标记转录组合的罕见群体,但传统的流式分选需要具有高保真抗体的细胞表面标记,这限制了我们询问这些群体的能力。此外,许多单细胞研究需要从组织中分离细胞核,从而消除了基于核外蛋白标记丰富已知罕见细胞状态的能力。在本报告中,我们通过通过测序(PERFF-seq)开发可编程富集RNA FlowFISH来解决这些限制,PERFF-seq是一种可扩展的分析方法,可以通过特定RNA转录物的丰度来定义scRNA-seq分析亚群。在免疫群体(n = 184,126个细胞)和新鲜冷冻和福尔马林固定的石蜡包埋脑组织(n = 33,145个细胞核)中,我们证明了基于rna的细胞术的可编程分类逻辑可以分离稀有细胞群体,并通过下游高通量单细胞基因组学分析揭示表型异质性。
{"title":"Transcript-specific enrichment enables profiling of rare cell states via single-cell RNA sequencing","authors":"Tsion Abay,&nbsp;Robert R. Stickels,&nbsp;Meril T. Takizawa,&nbsp;Benan N. Nalbant,&nbsp;Yu-Hsin Hsieh,&nbsp;Sidney Hwang,&nbsp;Catherine Snopkowski,&nbsp;Kenny Kwok Hei Yu,&nbsp;Zaki Abou-Mrad,&nbsp;Viviane Tabar,&nbsp;Brooke E. Howitt,&nbsp;Leif S. Ludwig,&nbsp;Ronan Chaligné,&nbsp;Ansuman T. Satpathy,&nbsp;Caleb A. Lareau","doi":"10.1038/s41588-024-02036-7","DOIUrl":"10.1038/s41588-024-02036-7","url":null,"abstract":"Single-cell genomics technologies have accelerated our understanding of cell-state heterogeneity in diverse contexts. Although single-cell RNA sequencing identifies rare populations that express specific marker transcript combinations, traditional flow sorting requires cell surface markers with high-fidelity antibodies, limiting our ability to interrogate these populations. In addition, many single-cell studies require the isolation of nuclei from tissue, eliminating the ability to enrich learned rare cell states based on extranuclear protein markers. In the present report, we addressed these limitations by developing Programmable Enrichment via RNA FlowFISH by sequencing (PERFF-seq), a scalable assay that enables scRNA-seq profiling of subpopulations defined by the abundance of specific RNA transcripts. Across immune populations (n = 184,126 cells) and fresh-frozen and formalin-fixed, paraffin-embedded brain tissue (n = 33,145 nuclei), we demonstrated that programmable sorting logic via RNA-based cytometry can isolate rare cell populations and uncover phenotypic heterogeneity via downstream, high-throughput, single-cell genomics analyses. Programmable Enrichment via RNA FlowFISH by sequencing (PERFF-seq) isolates rare cells based on RNA marker transcripts for single-cell RNA sequencing profiling of complex tissues, with applicability to a broad variety of samples and cell types.","PeriodicalId":18985,"journal":{"name":"Nature genetics","volume":"57 2","pages":"451-460"},"PeriodicalIF":31.7,"publicationDate":"2025-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142936099","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep CRISPR mutagenesis characterizes the functional diversity of TP53 mutations 深度CRISPR突变是TP53突变的功能多样性特征
IF 31.7 1区 生物学 Q1 GENETICS & HEREDITY Pub Date : 2025-01-07 DOI: 10.1038/s41588-024-02039-4
Julianne S. Funk, Maria Klimovich, Daniel Drangenstein, Ole Pielhoop, Pascal Hunold, Anna Borowek, Maxim Noeparast, Evangelos Pavlakis, Michelle Neumann, Dimitrios-Ilias Balourdas, Katharina Kochhan, Nastasja Merle, Imke Bullwinkel, Michael Wanzel, Sabrina Elmshäuser, Julia Teply-Szymanski, Andrea Nist, Tara Procida, Marek Bartkuhn, Katharina Humpert, Marco Mernberger, Rajkumar Savai, Thierry Soussi, Andreas C. Joerger, Thorsten Stiewe
The mutational landscape of TP53, a tumor suppressor mutated in about half of all cancers, includes over 2,000 known missense mutations. To fully leverage TP53 mutation status for personalized medicine, a thorough understanding of the functional diversity of these mutations is essential. We conducted a deep mutational scan using saturation genome editing with CRISPR-mediated homology-directed repair to engineer 9,225 TP53 variants in cancer cells. This high-resolution approach, covering 94.5% of all cancer-associated TP53 missense mutations, precisely mapped the impact of individual mutations on tumor cell fitness, surpassing previous deep mutational scan studies in distinguishing benign from pathogenic variants. Our results revealed even subtle loss-of-function phenotypes and identified promising mutants for pharmacological reactivation. Moreover, we uncovered the roles of splicing alterations and nonsense-mediated messenger RNA decay in mutation-driven TP53 dysfunction. These findings underscore the power of saturation genome editing in advancing clinical TP53 variant interpretation for genetic counseling and personalized cancer therapy. A large-scale CRISPR-mediated deep mutational scanning approach is used to interrogate the function of mutations in the endogenous locus of TP53 mapping to the DNA-binding domain.
TP53是一种肿瘤抑制因子,在大约一半的癌症中发生突变,其中包括2000多种已知的错义突变。为了充分利用TP53突变状态进行个体化治疗,彻底了解这些突变的功能多样性是必不可少的。我们使用饱和基因组编辑和crispr介导的同源定向修复技术进行了深度突变扫描,在癌细胞中设计了9,225个TP53变异。这种高分辨率的方法覆盖了94.5%的所有与癌症相关的TP53错义突变,精确地绘制了个体突变对肿瘤细胞适应性的影响,超越了之前在区分良性和致病变异方面的深度突变扫描研究。我们的研究结果揭示了甚至微妙的功能丧失表型,并确定了有希望的药理学再激活突变体。此外,我们发现剪接改变和无义介导的信使RNA衰变在突变驱动的TP53功能障碍中的作用。这些发现强调了饱和基因组编辑在推进临床TP53变异解释、遗传咨询和个性化癌症治疗方面的力量。
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引用次数: 0
Gene regulation by convergent promoters 聚合启动子的基因调控
IF 31.7 1区 生物学 Q1 GENETICS & HEREDITY Pub Date : 2025-01-06 DOI: 10.1038/s41588-024-02025-w
Elina Wiechens, Flavia Vigliotti, Kanstantsin Siniuk, Robert Schwarz, Katjana Schwab, Konstantin Riege, Alena van Bömmel, Ivonne Görlich, Martin Bens, Arne Sahm, Marco Groth, Morgan A. Sammons, Alexander Loewer, Steve Hoffmann, Martin Fischer
Convergent transcription, that is, the collision of sense and antisense transcription, is ubiquitous in mammalian genomes and believed to diminish RNA expression. Recently, antisense transcription downstream of promoters was found to be surprisingly prevalent. However, functional characteristics of affected promoters are poorly investigated. Here we show that convergent transcription marks an unexpected positively co-regulated promoter constellation. By assessing transcriptional dynamic systems, we identified co-regulated constituent promoters connected through a distinct chromatin structure. Within these cis-regulatory domains, transcription factors can regulate both constituting promoters by binding to only one of them. Convergent promoters comprise about a quarter of all active transcript start sites and initiate 5′-overlapping antisense RNAs—an RNA class believed previously to be rare. Visualization of nascent RNA molecules reveals convergent cotranscription at these loci. Together, our results demonstrate that co-regulated convergent promoters substantially expand the cis-regulatory repertoire, reveal limitations of the transcription interference model and call for adjusting the promoter concept. Genome-wide analysis and genetic manipulation at loci regulated by p53, E2F4 and RFX7 show that convergent promoters with similar epigenetic features can be co-regulated and simultaneously expressed in the same direction.
聚合转录,即正义转录和反义转录的碰撞,在哺乳动物基因组中普遍存在,并被认为会减少RNA的表达。近年来,人们发现启动子下游的反义转录异常普遍。然而,受影响的启动子的功能特征研究很少。在这里,我们展示了聚合转录标志着一个意想不到的正共调控启动子群。通过评估转录动态系统,我们确定了通过不同染色质结构连接的共调节成分启动子。在这些顺式调控区域内,转录因子可以通过仅结合其中一个来调节两个启动子。聚合启动子约占所有活性转录起始位点的四分之一,并启动5 '重叠的反义RNA,这是一种以前认为很罕见的RNA类别。新生RNA分子的可视化显示了这些位点的趋同共转录。总之,我们的研究结果表明,共调控的收敛启动子大大扩展了顺式调控曲目,揭示了转录干扰模型的局限性,并呼吁调整启动子概念。
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引用次数: 0
Emil Skamene (1941–2024) 埃米尔·斯卡梅内(1941-2024)
IF 31.7 1区 生物学 Q1 GENETICS & HEREDITY Pub Date : 2025-01-06 DOI: 10.1038/s41588-024-02028-7
Philippe Gros, Erwin Schurr
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引用次数: 0
Comprehensive genomic characterization of early-stage bladder cancer 早期膀胱癌的综合基因组特征
IF 31.7 1区 生物学 Q1 GENETICS & HEREDITY Pub Date : 2025-01-03 DOI: 10.1038/s41588-024-02030-z
Frederik Prip, Philippe Lamy, Sia Viborg Lindskrog, Trine Strandgaard, Iver Nordentoft, Karin Birkenkamp-Demtröder, Nicolai Juul Birkbak, Nanna Kristjánsdóttir, Asbjørn Kjær, Tine G. Andreasen, Johanne Ahrenfeldt, Jakob Skou Pedersen, Asta Mannstaedt Rasmussen, Gregers G. Hermann, Karin Mogensen, Astrid C. Petersen, Arndt Hartmann, Marc-Oliver Grimm, Marcus Horstmann, Roman Nawroth, Ulrika Segersten, Danijel Sikic, Kim E. M. van Kessel, Ellen C. Zwarthoff, Tobias Maurer, Tatjana Simic, Per-Uno Malmström, Núria Malats, Jørgen Bjerggaard Jensen, UROMOL Consortium, Francisco X. Real, Lars Dyrskjøt
Understanding the molecular landscape of nonmuscle-invasive bladder cancer (NMIBC) is essential to improve risk assessment and treatment regimens. We performed a comprehensive genomic analysis of patients with NMIBC using whole-exome sequencing (n = 438), shallow whole-genome sequencing (n = 362) and total RNA sequencing (n = 414). A large genomic variation within NMIBC was observed and correlated with different molecular subtypes. Frequent loss of heterozygosity in FGFR3 and 17p (affecting TP53) was found in tumors with mutations in FGFR3 and TP53, respectively. Whole-genome doubling (WGD) was observed in 15% of the tumors and was associated with worse outcomes. Tumors with WGD were genomically unstable, with alterations in cell-cycle-related genes and an altered immune composition. Finally, integrative clustering of multi-omics data highlighted the important role of genomic instability and immune cell exhaustion in disease aggressiveness. These findings advance our understanding of genomic differences associated with disease aggressiveness in NMIBC and may ultimately improve patient stratification. A genomic and transcriptomic analysis of nonmuscle-invasive bladder cancer identifies four molecular subtypes, and associates whole-genome duplication and immune exhaustion with tumor progression.
了解非肌肉浸润性膀胱癌(NMIBC)的分子特征对改善风险评估和治疗方案至关重要。我们使用全外显子组测序(n = 438)、浅全基因组测序(n = 362)和总RNA测序(n = 414)对NMIBC患者进行了全面的基因组分析。在NMIBC中观察到一个大的基因组变异,并与不同的分子亚型相关。在FGFR3和TP53突变的肿瘤中分别发现FGFR3和17p杂合性的频繁缺失(影响TP53)。在15%的肿瘤中观察到全基因组加倍(WGD),并且与较差的预后相关。WGD肿瘤在基因组上不稳定,细胞周期相关基因发生改变,免疫组成发生改变。最后,多组学数据的整合聚类强调了基因组不稳定性和免疫细胞耗竭在疾病侵袭性中的重要作用。这些发现促进了我们对NMIBC中与疾病侵袭性相关的基因组差异的理解,并可能最终改善患者分层。
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引用次数: 0
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Nature genetics
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