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Isotype-aware inference of B cell clonal lineage trees from single-cell sequencing data. 从单细胞测序数据推断同种型B细胞克隆系谱树。
IF 11.1 Q1 CELL BIOLOGY Pub Date : 2024-09-11 Epub Date: 2024-08-28 DOI: 10.1016/j.xgen.2024.100637
Leah L Weber, Derek Reiman, Mrinmoy S Roddur, Yuanyuan Qi, Mohammed El-Kebir, Aly A Khan

Single-cell RNA sequencing (scRNA-seq) enables comprehensive characterization of the micro-evolutionary processes of B cells during an adaptive immune response, capturing features of somatic hypermutation (SHM) and class switch recombination (CSR). Existing phylogenetic approaches for reconstructing B cell evolution have primarily focused on the SHM process alone. Here, we present tree inference of B cell clonal lineages (TRIBAL), an algorithm designed to optimally reconstruct the evolutionary history of B cell clonal lineages undergoing both SHM and CSR from scRNA-seq data. Through simulations, we demonstrate that TRIBAL produces more comprehensive and accurate B cell lineage trees compared to existing methods. Using real-world datasets, TRIBAL successfully recapitulates expected biological trends in a model affinity maturation system while reconstructing evolutionary histories with more parsimonious class switching than state-of-the-art methods. Thus, TRIBAL significantly improves B cell lineage tracing, useful for modeling vaccine responses, disease progression, and the identification of therapeutic antibodies.

单细胞 RNA 测序(scRNA-seq)能全面描述适应性免疫反应过程中 B 细胞的微进化过程,捕捉体细胞超突变(SHM)和类开关重组(CSR)的特征。现有的重建 B 细胞进化的系统发生学方法主要只关注 SHM 过程。在这里,我们介绍了B细胞克隆系的树推断(TRIBAL),这是一种旨在从scRNA-seq数据中优化重建同时经历SHM和CSR的B细胞克隆系进化史的算法。通过模拟,我们证明与现有方法相比,TRIBAL 能生成更全面、更准确的 B 细胞系树。利用真实世界的数据集,TRIBAL 成功地再现了模型亲和力成熟系统中预期的生物学趋势,同时与最先进的方法相比,TRIBAL 以更简洁的类别切换重建了进化史。因此,TRIBAL 显著改善了 B 细胞系的追踪,对疫苗反应建模、疾病进展和治疗性抗体的鉴定非常有用。
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引用次数: 0
Analysis across Taiwan Biobank, Biobank Japan, and UK Biobank identifies hundreds of novel loci for 36 quantitative traits. 通过对台湾生物数据库、日本生物数据库和英国生物数据库的分析,确定了 36 个数量性状的数百个新基因位点。
IF 11.1 Q1 CELL BIOLOGY Pub Date : 2024-09-11 Epub Date: 2024-08-15 DOI: 10.1016/j.xgen.2024.100640
Chia-Yen Chen, Tzu-Ting Chen, Yen-Chen Anne Feng, Mingrui Yu, Shu-Chin Lin, Ryan J Longchamps, Shi-Heng Wang, Yi-Hsiang Hsu, Hwai-I Yang, Po-Hsiu Kuo, Mark J Daly, Wei J Chen, Hailiang Huang, Tian Ge, Yen-Feng Lin
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引用次数: 0
Overcoming drug-resistant tumors with selection gene drives. 利用选择基因驱动克服耐药性肿瘤。
IF 11.1 Q1 CELL BIOLOGY Pub Date : 2024-09-11 DOI: 10.1016/j.xgen.2024.100653
Hui Wang, Mingqi Xie

Drug resistance is a major hurdle prohibiting effective treatment of many diseases, including cancer. Using model-guided designs, Leighow et al.1 engineered a dual-switch selection gene drive system custom designed to combat drug-resistant tumors. By demonstrating remarkable killing efficacies in preclinical models using human non-small lung cancer cells in vitro and in mice, this work describes an attractive mindset to develop next-generation anticancer therapies.

耐药性是阻碍包括癌症在内的许多疾病有效治疗的主要障碍。Leighow 等人1 利用模型指导设计,设计了一种双开关选择基因驱动系统,专门用于对抗耐药性肿瘤。通过在体外和小鼠体内使用人类非小肺癌细胞的临床前模型中展示出显著的杀伤效果,这项工作描述了一种开发下一代抗癌疗法的诱人思路。
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引用次数: 0
Rhinovirus infection of airway epithelial cells uncovers the non-ciliated subset as a likely driver of genetic risk to childhood-onset asthma. 气道上皮细胞的鼻病毒感染揭示了非纤毛亚群可能是儿童期哮喘遗传风险的驱动因素。
IF 11.1 Q1 CELL BIOLOGY Pub Date : 2024-09-11 Epub Date: 2024-08-27 DOI: 10.1016/j.xgen.2024.100636
Sarah Djeddi, Daniela Fernandez-Salinas, George X Huang, Vitor R C Aguiar, Chitrasen Mohanty, Christina Kendziorski, Steven Gazal, Joshua A Boyce, Carole Ober, James E Gern, Nora A Barrett, Maria Gutierrez-Arcelus

Asthma is a complex disease caused by genetic and environmental factors. Studies show that wheezing during rhinovirus infection correlates with childhood asthma development. Over 150 non-coding risk variants for asthma have been identified, many affecting gene regulation in T cells, but the effects of most risk variants remain unknown. We hypothesized that airway epithelial cells could also mediate genetic susceptibility to asthma given they are the first line of defense against respiratory viruses and allergens. We integrated genetic data with transcriptomics of airway epithelial cells subject to different stimuli. We demonstrate that rhinovirus infection significantly upregulates childhood-onset asthma-associated genes, particularly in non-ciliated cells. This enrichment is also observed with influenza infection but not with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) or cytokine activation. Overall, our results suggest that rhinovirus infection is an environmental factor that interacts with genetic risk factors through non-ciliated airway epithelial cells to drive childhood-onset asthma.

哮喘是一种由遗传和环境因素引起的复杂疾病。研究表明,鼻病毒感染时的喘息与儿童哮喘的发生有关。目前已发现 150 多种哮喘的非编码风险变异,其中许多影响 T 细胞的基因调控,但大多数风险变异的影响仍然未知。鉴于气道上皮细胞是抵御呼吸道病毒和过敏原的第一道防线,我们假设气道上皮细胞也可能介导哮喘的遗传易感性。我们将遗传数据与受到不同刺激的气道上皮细胞的转录组学进行了整合。我们证明,鼻病毒感染会显著上调儿童期发病的哮喘相关基因,尤其是在非纤毛细胞中。在感染流感时也能观察到这种富集现象,但在感染严重急性呼吸系统综合征冠状病毒 2(SARS-CoV-2)或细胞因子激活时却观察不到。总之,我们的研究结果表明,鼻病毒感染是一种环境因素,它通过非纤毛气道上皮细胞与遗传风险因素相互作用,导致儿童发病型哮喘。
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引用次数: 0
Cell-type-specific loops linked to RNA polymerase II elongation in human neural differentiation. 与人类神经分化中 RNA 聚合酶 II 延长有关的细胞特异性环路
IF 11.1 Q1 CELL BIOLOGY Pub Date : 2024-08-14 Epub Date: 2024-07-10 DOI: 10.1016/j.xgen.2024.100606
Katelyn R Titus, Zoltan Simandi, Harshini Chandrashekar, Dominik Paquet, Jennifer E Phillips-Cremins

DNA is folded into higher-order structures that shape and are shaped by genome function. The role of long-range loops in the establishment of new gene expression patterns during cell fate transitions remains poorly understood. Here, we investigate the link between cell-specific loops and RNA polymerase II (RNA Pol II) during neural lineage commitment. We find thousands of loops decommissioned or gained de novo upon differentiation of human induced pluripotent stem cells (hiPSCs) to neural progenitor cells (NPCs) and post-mitotic neurons. During hiPSC-to-NPC and NPC-to-neuron transitions, genes changing from RNA Pol II initiation to elongation are >4-fold more likely to anchor cell-specific loops than repressed genes. Elongated genes exhibit significant mRNA upregulation when connected in cell-specific promoter-enhancer loops but not invariant promoter-enhancer loops or promoter-promoter loops or when unlooped. Genes transitioning from repression to RNA Pol II initiation exhibit a slight mRNA increase independent of loop status. Our data link cell-specific loops and robust RNA Pol II-mediated elongation during neural cell fate transitions.

DNA 折叠成高阶结构,形成基因组功能,并由基因组功能所形成。在细胞命运转换过程中,长程环路在建立新基因表达模式中的作用仍鲜为人知。在此,我们研究了在神经谱系承诺过程中细胞特异性环路与 RNA 聚合酶 II(RNA Pol II)之间的联系。我们发现,在人类诱导多能干细胞(hiPSC)分化为神经祖细胞(NPC)和有丝分裂后神经元的过程中,有数千个环路退役或新生。在hiPSC向NPC和NPC向神经元转变的过程中,从RNA Pol II起始转为伸长的基因锚定细胞特异性环路的可能性是被抑制基因的4倍以上。当伸长基因连接在细胞特异性启动子-增强子环路中,而不是不变的启动子-增强子环路或启动子-启动子环路中,或未连接时,会表现出显著的 mRNA 上调。从抑制状态过渡到 RNA Pol II 启动状态的基因表现出轻微的 mRNA 增加,与环路状态无关。我们的数据将神经细胞命运转变过程中细胞特异性环路和 RNA Pol II 介导的强健伸长联系起来。
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引用次数: 0
Genomic patterns of somatic mutations provide new prognostic, therapeutic, and biological insights in cancer. 体细胞突变的基因组模式为癌症的预后、治疗和生物学研究提供了新的视角。
IF 11.1 Q1 CELL BIOLOGY Pub Date : 2024-08-14 DOI: 10.1016/j.xgen.2024.100635
Dana Tseitline, Yuval Cohen, Sheera Adar

The mutational landscape of an individual's cancer can inform on its molecular state and be used as prognostic and therapeutic markers. The study by Barbour et al.1 analyzes mutational patterns in bladder cancer samples to uncover new biological insights into the ERCC2 gene function and develop new predictive prognostic tools.

个体癌症的突变情况可以反映其分子状态,并可作为预后和治疗标志物。Barbour等人1的研究分析了膀胱癌样本的突变模式,揭示了ERCC2基因功能的新生物学见解,并开发了新的预测预后工具。
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引用次数: 0
Crosstalk between epitranscriptomic and epigenomic modifications and its implication in human diseases. 表观转录组和表观基因组修饰之间的相互关系及其对人类疾病的影响。
IF 11.1 Q1 CELL BIOLOGY Pub Date : 2024-08-14 Epub Date: 2024-07-08 DOI: 10.1016/j.xgen.2024.100605
Chengyu Li, Kexuan Chen, Qianchen Fang, Shaohui Shi, Jiuhong Nan, Jialin He, Yafei Yin, Xiaoyu Li, Jingyun Li, Lei Hou, Xinyang Hu, Manolis Kellis, Xikun Han, Xushen Xiong

Crosstalk between N6-methyladenosine (m6A) and epigenomes is crucial for gene regulation, but its regulatory directionality and disease significance remain unclear. Here, we utilize quantitative trait loci (QTLs) as genetic instruments to delineate directional maps of crosstalk between m6A and two epigenomic traits, DNA methylation (DNAme) and H3K27ac. We identify 47 m6A-to-H3K27ac and 4,733 m6A-to-DNAme and, in the reverse direction, 106 H3K27ac-to-m6A and 61,775 DNAme-to-m6A regulatory loci, with differential genomic location preference observed for different regulatory directions. Integrating these maps with complex diseases, we prioritize 20 genome-wide association study (GWAS) loci for neuroticism, depression, and narcolepsy in brain; 1,767 variants for asthma and expiratory flow traits in lung; and 249 for coronary artery disease, blood pressure, and pulse rate in muscle. This study establishes disease regulatory paths, such as rs3768410-DNAme-m6A-asthma and rs56104944-m6A-DNAme-hypertension, uncovering locus-specific crosstalk between m6A and epigenomic layers and offering insights into regulatory circuits underlying human diseases.

N6-甲基腺苷(m6A)和表观基因组之间的串扰对基因调控至关重要,但其调控方向性和疾病意义仍不清楚。在这里,我们利用数量性状位点(QTLs)作为遗传工具,勾画出了m6A与DNA甲基化(DNAme)和H3K27ac这两种表观基因组性状之间串扰的方向图。我们确定了 47 个 m6A 对 H3K27ac 和 4,733 个 m6A 对 DNAme 的调控位点,以及反方向的 106 个 H3K27ac 对 m6A 和 61,775 个 DNAme 对 m6A 的调控位点,并观察到不同调控方向的基因组位置偏好不同。将这些图谱与复杂疾病相结合,我们优先选择了 20 个全基因组关联研究(GWAS)位点,这些位点与大脑中的神经质、抑郁和嗜睡症有关;1,767 个变异与肺中的哮喘和呼气流量特征有关;249 个变异与肌肉中的冠心病、血压和脉率有关。这项研究建立了疾病调控路径,如rs3768410-DNAme-m6A-哮喘和rs56104944-m6A-DNAme-高血压,揭示了m6A和表观基因组层之间的位点特异性串扰,为人类疾病的基础调控回路提供了见解。
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引用次数: 0
The centromere landscapes of four karyotypically diverse Papaver species provide insights into chromosome evolution and speciation. 四个核型不同的 Papaver 物种的中心粒景观为染色体进化和物种分化提供了启示。
IF 11.1 Q1 CELL BIOLOGY Pub Date : 2024-08-14 Epub Date: 2024-07-30 DOI: 10.1016/j.xgen.2024.100626
Shenghan Gao, Yanyan Jia, Hongtao Guo, Tun Xu, Bo Wang, Stephen J Bush, Shijie Wan, Yimeng Zhang, Xiaofei Yang, Kai Ye

Understanding the roles played by centromeres in chromosome evolution and speciation is complicated by the fact that centromeres comprise large arrays of tandemly repeated satellite DNA, which hinders high-quality assembly. Here, we used long-read sequencing to generate nearly complete genome assemblies for four karyotypically diverse Papaver species, P. setigerum (2n = 44), P. somniferum (2n = 22), P. rhoeas (2n = 14), and P. bracteatum (2n = 14), collectively representing 45 gapless centromeres. We identified four centromere satellite (cenSat) families and experimentally validated two representatives. For the two allopolyploid genomes (P. somniferum and P. setigerum), we characterized the subgenomic distribution of each satellite and identified a "homogenizing" phase of centromere evolution in the aftermath of hybridization. An interspecies comparison of the peri-centromeric regions further revealed extensive centromere-mediated chromosome rearrangements. Taking these results together, we propose a model for studying cenSat competition after hybridization and shed further light on the complex role of the centromere in speciation.

由于中心粒由大量串联重复的卫星 DNA 阵列组成,阻碍了高质量的组装,因此了解中心粒在染色体进化和物种分化中的作用变得更加复杂。在这里,我们利用长线程测序技术为四个核型不同的巴布亚草物种(P. setigerum (2n = 44)、P. somniferum (2n = 22)、P. rhoeas (2n = 14) 和 P. bracteatum (2n = 14))生成了近乎完整的基因组组装,总共代表了 45 个无间隙中心粒。我们发现了四个中心粒卫星(cenSat)家族,并通过实验验证了其中两个代表。对于两个全多倍体基因组(P. somniferum 和 P. setigerum),我们描述了每个卫星的亚基因组分布,并确定了杂交后中心粒进化的 "同质化 "阶段。中心粒周围区域的种间比较进一步揭示了广泛的由中心粒介导的染色体重排。综合这些结果,我们提出了一个研究杂交后中心粒竞争的模型,并进一步揭示了中心粒在物种演化中的复杂作用。
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引用次数: 0
Comparative genomics illuminates karyotype and sex chromosome evolution of sharks. 比较基因组学揭示了鲨鱼核型和性染色体的进化。
IF 11.1 Q1 CELL BIOLOGY Pub Date : 2024-08-14 Epub Date: 2024-07-11 DOI: 10.1016/j.xgen.2024.100607
Jiahong Wu, Fujiang Liu, Jie Jiao, Haoran Luo, Shiyu Fan, Jiao Liu, Hongxiang Wang, Ning Cui, Ning Zhao, Qingming Qu, Shigehiro Kuraku, Zhen Huang, Luohao Xu

Chondrichthyes is an important lineage to reconstruct the evolutionary history of vertebrates. Here, we analyzed genome synteny for six chondrichthyan chromosome-level genomes. Our comparative analysis reveals a slow evolutionary rate of chromosomal changes, with infrequent but independent fusions observed in sharks, skates, and chimaeras. The chondrichthyan common ancestor had a proto-vertebrate-like karyotype, including the presence of 18 microchromosome pairs. The X chromosome is a conversed microchromosome shared by all sharks, suggesting a likely common origin of the sex chromosome at least 181 million years ago. We characterized the Y chromosomes of two sharks that are highly differentiated from the X except for a small young evolutionary stratum and a small pseudoautosomal region. We found that shark sex chromosomes lack global dosage compensation but that dosage-sensitive genes are locally compensated. Our study on shark chromosome evolution enhances our understanding of shark sex chromosomes and vertebrate chromosome evolution.

软骨鱼类是重建脊椎动物进化史的一个重要类群。在这里,我们分析了六个软骨鱼类染色体级基因组的同源关系。我们的比较分析表明,染色体变化的进化速度较慢,在鲨鱼、鳐鱼和奇美拉鱼中观察到不常见但独立的融合。软骨鱼类的共同祖先具有类似原脊椎动物的核型,包括 18 对微染色体。X染色体是所有鲨鱼共有的会话微染色体,这表明性染色体的共同起源可能至少在1.81亿年前。我们对两条鲨鱼的 Y 染色体进行了鉴定,除了一个小的年轻进化层和一个小的假常染色体区域外,它们与 X 染色体高度分化。我们发现鲨鱼的性染色体缺乏整体剂量补偿,但剂量敏感基因得到了局部补偿。我们对鲨鱼染色体进化的研究加深了我们对鲨鱼性染色体和脊椎动物染色体进化的理解。
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引用次数: 0
Quantification of escape from X chromosome inactivation with single-cell omics data reveals heterogeneity across cell types and tissues. 利用单细胞全息数据对 X 染色体失活逃逸进行量化,揭示了不同细胞类型和组织之间的异质性。
IF 11.1 Q1 CELL BIOLOGY Pub Date : 2024-08-14 Epub Date: 2024-07-30 DOI: 10.1016/j.xgen.2024.100625
Yoshihiko Tomofuji, Ryuya Edahiro, Kyuto Sonehara, Yuya Shirai, Kian Hong Kock, Qingbo S Wang, Shinichi Namba, Jonathan Moody, Yoshinari Ando, Akari Suzuki, Tomohiro Yata, Kotaro Ogawa, Tatsuhiko Naito, Ho Namkoong, Quy Xiao Xuan Lin, Eliora Violain Buyamin, Le Min Tan, Radhika Sonthalia, Kyung Yeon Han, Hiromu Tanaka, Ho Lee, Tatsusada Okuno, Boxiang Liu, Koichi Matsuda, Koichi Fukunaga, Hideki Mochizuki, Woong-Yang Park, Kazuhiko Yamamoto, Chung-Chau Hon, Jay W Shin, Shyam Prabhakar, Atsushi Kumanogoh, Yukinori Okada

Several X-linked genes escape from X chromosome inactivation (XCI), while differences in escape across cell types and tissues are still poorly characterized. Here, we developed scLinaX for directly quantifying relative gene expression from the inactivated X chromosome with droplet-based single-cell RNA sequencing (scRNA-seq) data. The scLinaX and differentially expressed gene analyses with large-scale blood scRNA-seq datasets consistently identified the stronger escape in lymphocytes than in myeloid cells. An extension of scLinaX to a 10x multiome dataset (scLinaX-multi) suggested a stronger escape in lymphocytes than in myeloid cells at the chromatin-accessibility level. The scLinaX analysis of human multiple-organ scRNA-seq datasets also identified the relatively strong degree of escape from XCI in lymphoid tissues and lymphocytes. Finally, effect size comparisons of genome-wide association studies between sexes suggested the underlying impact of escape on the genotype-phenotype association. Overall, scLinaX and the quantified escape catalog identified the heterogeneity of escape across cell types and tissues.

有几个 X 连锁基因从 X 染色体失活(XCI)中逃逸出来,而不同细胞类型和组织中逃逸基因的差异还没有得到很好的描述。在这里,我们开发了 scLinaX,利用基于液滴的单细胞 RNA 测序(scRNA-seq)数据直接量化来自失活 X 染色体的相对基因表达。利用 scLinaX 和大规模血液 scRNA-seq 数据集进行的差异表达基因分析一致发现,淋巴细胞中的逸漏比髓系细胞中的逸漏更强。将 scLinaX 扩展到 10 倍多组数据集(scLinaX-multi)表明,在染色质可及性水平上,淋巴细胞比髓系细胞有更强的逃避能力。对人类多器官 scRNA-seq 数据集进行的 scLinaX 分析也发现,淋巴组织和淋巴细胞对 XCI 的逃避程度相对较强。最后,性别间全基因组关联研究的效应大小比较表明,逸出对基因型-表型关联有潜在影响。总之,scLinaX 和量化的逃逸目录确定了不同细胞类型和组织中逃逸的异质性。
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引用次数: 0
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Cell genomics
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