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Weed genomics: yielding insights into the genetics of weedy traits for crop improvement 杂草基因组学:为作物改良提供杂草性状遗传学见解。
IF 3.6 4区 农林科学 Pub Date : 2023-01-09 DOI: 10.1007/s42994-022-00090-5
Yujie Huang, Dongya Wu, Zhaofeng Huang, Xiangyu Li, Aldo Merotto Jr, Lianyang Bai, Longjiang Fan

Weeds cause tremendous economic and ecological damage worldwide. The number of genomes established for weed species has sharply increased during the recent decade, with some 26 weed species having been sequenced and de novo genomes assembled. These genomes range from 270 Mb (Barbarea vulgaris) to almost 4.4 Gb (Aegilops tauschii). Importantly, chromosome-level assemblies are now available for 17 of these 26 species, and genomic investigations on weed populations have been conducted in at least 12 species. The resulting genomic data have greatly facilitated studies of weed management and biology, especially origin and evolution. Available weed genomes have indeed revealed valuable weed-derived genetic materials for crop improvement. In this review, we summarize the recent progress made in weed genomics and provide a perspective for further exploitation in this emerging field.

杂草在世界范围内造成巨大的经济和生态破坏。近十年来,为杂草物种建立的基因组数量急剧增加,约有26种杂草物种已被测序并重新组装了基因组。这些基因组从270 Mb(Barbarea vulgaris)到近4.4 Gb(Aegilops tauschii)不等。重要的是,在这26个物种中,有17个物种可以进行染色体水平的组装,至少有12个物种对杂草种群进行了基因组调查。由此产生的基因组数据极大地促进了杂草管理和生物学的研究,特别是起源和进化。现有的杂草基因组确实揭示了用于作物改良的有价值的杂草衍生遗传物质。在这篇综述中,我们总结了杂草基因组学的最新进展,并为这一新兴领域的进一步开发提供了前景。
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引用次数: 0
Genetic architecture and molecular regulation of sorghum domestication 高粱驯化的遗传结构和分子调控。
IF 3.6 4区 农林科学 Pub Date : 2022-12-19 DOI: 10.1007/s42994-022-00089-y
Fengyong Ge, Peng Xie, Yaorong Wu, Qi Xie

Over time, wild crops have been domesticated by humans, and the knowledge gained from parallel selection and convergent domestication-related studies in cereals has contributed to current techniques used in molecular plant breeding. Sorghum (Sorghum bicolor (L.) Moench) is the world’s fifth-most popular cereal crop and was one of the first crops cultivated by ancient farmers. In recent years, genetic and genomic studies have provided a better understanding of sorghum domestication and improvements. Here, we discuss the origin, diversification, and domestication processes of sorghum based on archeological discoveries and genomic analyses. This review also comprehensively summarized the genetic basis of key genes related to sorghum domestication and outlined their molecular mechanisms. It highlights that the absence of a domestication bottleneck in sorghum is the result of both evolution and human selection. Additionally, understanding beneficial alleles and their molecular interactions will allow us to quickly design new varieties by further de novo domestication.

随着时间的推移,野生作物已经被人类驯化,从谷物的平行选择和趋同驯化相关研究中获得的知识为目前用于分子植物育种的技术做出了贡献。高粱(Sorghum bicolor(L.)Moench)是世界上第五大最受欢迎的谷物作物,也是古代农民最早种植的作物之一。近年来,遗传和基因组研究为高粱的驯化和改良提供了更好的了解。在这里,我们根据考古发现和基因组分析讨论高粱的起源、多样化和驯化过程。本文还全面综述了高粱驯化相关关键基因的遗传基础,并概述了其分子机制。它强调,高粱没有驯化瓶颈是进化和人类选择的结果。此外,了解有益的等位基因及其分子相互作用将使我们能够通过进一步的从头驯化快速设计新品种。
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引用次数: 2
The evolution of China’s regulation of agricultural biotechnology 中国农业生物技术监管的演变
IF 3.6 4区 农林科学 Pub Date : 2022-12-05 DOI: 10.1007/s42994-022-00086-1
Jingang Liang, Xiaowei Yang, Yue Jiao, Danxia Wang, Qiang Zhao, Yu Sun, Yunhe Li, Kongming Wu

To ensure safe use of genetically modified organisms (GMOs), since 1993, China has made great efforts to establish and improve the safety regulatory system for GMOs. Here, we summarize and analyze the regulatory framework of agricultural GMOs, and the progress in regulatory approval of GM crops in China. In general, the development of GMO safety regulations underwent four stages: exploration (1993–2000), development (2001–2010), improvement (2011–2020) and current (2021-present) stage. The first formal regulation was promulgated in 1993, which provided a basis for further development of the regulations, during the exploration stage, when insect-resistant GM cotton, expressing genes from Bacillus thuringiensis (Bt), was approved for cultivation. During the development stage, the Chinese government issued a series of administrative measures, which covered almost all the fields relative to GMO safety when the basic regulatory system was established. Along with the controversy over GMO safety, the regulations have been further, and greatly improved, during improvement stage. From 2021, a few additional revisions have been made, and meanwhile, the new regulation on gene-edited crops was introduced with the development of biotechnology, forming a relative complete regulation and law system for China. The well-developed GMO regulations establishes a firm basis for safe use of GM crops in China. Currently, GM cotton and GM papaya have been widely grown on a large scale in China that have brought great economic and ecological benefits. In addition, 12 corn events, 3 soybean events, and 2 rice events have also obtained biosafety certification, but presently, these lines have yet to enter commercial production. However, several GM soybean and corn events have entered pilot industrialization, and can soon be expected to be commercially grown in China. In addition to planting, six GM crops, including soybean, corn, cotton, canola, papaya and sugar beet, with a total of 64 events, have been approved for import as processing material in China.

为确保转基因生物的安全使用,自1993年以来,中国大力建立和完善转基因生物安全监管体系。在这里,我们总结和分析了农业转基因生物的监管框架,以及中国转基因作物监管审批的进展。总的来说,GMO安全法规的制定经历了四个阶段:探索(1993-2000)、制定(2001-2010)、改进(2011-2020)和当前(2021至今)阶段。第一个正式法规于1993年颁布,为该法规的进一步发展提供了基础。在探索阶段,表达苏云金芽孢杆菌(Bt)基因的抗虫转基因棉花被批准种植。在发展阶段,中国政府颁布了一系列管理措施,在基本监管体系建立时,几乎涵盖了与转基因安全相关的所有领域。随着对转基因安全的争议,在改进阶段,法规得到了进一步的改进。从2021年开始,随着生物技术的发展,对基因编辑作物进行了一些额外的修订,同时引入了新的法规,形成了一个相对完整的中国法规体系。完善的转基因法规为在中国安全使用转基因作物奠定了坚实的基础。目前,转基因棉花和转基因木瓜已在中国大规模种植,带来了巨大的经济效益和生态效益。此外,12个玉米项目、3个大豆项目和2个水稻项目也获得了生物安全认证,但目前,这些生产线尚未进入商业生产。然而,一些转基因大豆和玉米项目已经进入工业化试点,预计很快就会在中国进行商业种植。除种植外,大豆、玉米、棉花、油菜籽、木瓜和甜菜等六种转基因作物共64项,已获准在中国作为加工材料进口。
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引用次数: 5
G2-LIKE CAROTENOID REGULATOR (SlGCR) is a positive regulator of lutein biosynthesis in tomato G2类胡萝卜素调节因子(SlGCR)是番茄叶黄素生物合成的正调节因子
IF 3.6 4区 农林科学 Pub Date : 2022-11-29 DOI: 10.1007/s42994-022-00088-z
Siyan Ren, Yong Yuan, Hsihua Wang, Yang Zhang

Lutein is an oxygen-containing carotenoid synthesized in plant chloroplasts and chromoplasts. It plays an indispensable role in promoting plant growth and maintaining eye health in humans. The rate-limiting step of lutein biosynthesis is catalyzed by the lycopene ε-cyclase enzyme (LCYE). Although great progress has been made in the identification of transcription factors involved in the lutein biosynthetic pathway, many systematic molecular mechanisms remain to be elucidated. Here, using co-expression analysis, we identified a gene, G2-LIKE CAROTENOID REGULATOR (SlGCR), encoding a GARP G2-like transcription factor, as the potential regulator of SlLCYE in tomato. Silencing of SlGCR reduced the expression of carotenoid biosynthetic genes and the accumulation of carotenoids in tomato leaves. By contrast, overexpression of SlGCR in tomato fruit significantly increased the expression of relevant genes and enhanced the accumulation of carotenoids. SlGCR can directly bind to the SlLCYE promoter and activate its expression. In addition, we also discovered that expression of SlGCR was negatively regulated by the master regulator SlRIN, thereby inhibiting lutein synthesis during tomato fruit ripening. Taken together, we identified SlGCR as a novel regulator involved in tomato lutein biosynthesis, elucidated the regulatory mechanism, and provided a potential tool for tomato lutein metabolic engineering.

叶黄素是一种在植物叶绿体和色质体中合成的含氧类胡萝卜素。它在促进植物生长和维护人类眼睛健康方面发挥着不可或缺的作用。叶黄素生物合成的限速步骤是由番茄红素ε-环化酶(LCYE)催化的。尽管在识别参与叶黄素生物合成途径的转录因子方面取得了很大进展,但许多系统的分子机制仍有待阐明。在这里,使用共表达分析,我们鉴定了一个编码GARP G2样转录因子的基因,即G2样CAROTENOID调节剂(SlGCR),作为番茄SlLCYE的潜在调节剂。SlGCR的沉默降低了番茄叶片中类胡萝卜素生物合成基因的表达和类胡萝卜素的积累。相反,SlGCR在番茄果实中的过表达显著增加了相关基因的表达,并增强了类胡萝卜素的积累。SlGCR可以直接与SlLCYE启动子结合并激活其表达。此外,我们还发现SlGCR的表达受到主调节因子SlRIN的负调控,从而抑制番茄果实成熟过程中叶黄素的合成。总之,我们确定SlGCR是一种参与番茄叶黄素生物合成的新型调控因子,阐明了其调控机制,并为番茄叶黄素代谢工程提供了一种潜在的工具。
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引用次数: 2
Transcription factor CsESE3 positively modulates both jasmonic acid and wax biosynthesis in citrus 转录因子CsESE3对柑橘茉莉酸和蜡质生物合成的正向调控
IF 3.6 4区 农林科学 Pub Date : 2022-11-22 DOI: 10.1007/s42994-022-00085-2
Haoliang Wan, Haiji Qiu, Zhuoran Li, Xiaoliang Zhang, Jingyu Zhang, Deyuan Jiang, Alisdair R. Fernie, Yi Lyu, Yunjiang Cheng, Weiwei Wen

PLIP lipases can initiate jasmonic acid (JA) biosynthesis. However, little is known about the transcriptional regulation of this process. In this study, an ERF transcription factor (CsESE3) was found to be co-expressed with all necessary genes for JA biosynthesis and several key genes for wax biosynthesis in transcriptomes of ‘Newhall’ navel orange. CsESE3 shows partial sequence similarity to the well-known wax regulator SHINEs (SHNs), but lacks a complete MM protein domain. Ectopic overexpression of CsESE3 in tomato (OE) resulted in reduction of fruit surface brightness and dwarf phenotype compared to the wild type. The OE tomato lines also showed significant increases in the content of wax and JA and the expression of key genes related to their biosynthesis. Overexpression of CsESE3 in citrus callus and fruit enhanced the JA content and the expression of JA biosynthetic genes. Furthermore, CsESE3 could bind to and activate the promoters of two phospholipases from the PLIP gene family to initiate JA biosynthesis. Overall, this study indicated that CsESE3 could mediate JA biosynthesis by activating PLIP genes and positively modulate wax biosynthesis. The findings provide important insights into the coordinated control of two defense strategies of plants represented by wax and JA biosynthesis.

PLIP脂肪酶可以启动茉莉酸(JA)的生物合成。然而,人们对这一过程的转录调控知之甚少。在本研究中,发现一种ERF转录因子(CsESE3)与“Newhall”脐橙转录组中JA生物合成的所有必需基因和蜡生物合成的几个关键基因共表达。CsESE3显示出与众所周知的蜡调节因子SHINE(SHNs)的部分序列相似性,但缺乏完整的MM蛋白结构域。与野生型相比,番茄中CsESE3的异位过表达导致果实表面亮度和矮化表型降低。OE番茄系的蜡质和JA含量以及与它们生物合成相关的关键基因的表达也显著增加。CsESE3在柑橘愈伤组织和果实中的过表达提高了JA含量和JA生物合成基因的表达。此外,CsESE3可以与PLIP基因家族的两种磷脂酶的启动子结合并激活,从而启动JA的生物合成。总之,本研究表明CsESE3可以通过激活PLIP基因介导JA生物合成,并积极调节蜡的生物合成。这些发现为植物以蜡和JA生物合成为代表的两种防御策略的协调控制提供了重要的见解。
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引用次数: 1
Solanaceae pangenomes are coming of graphical age to bring heritability back 茄科穿山甲正进入图解年龄,以恢复遗传力
IF 3.6 4区 农林科学 Pub Date : 2022-11-14 DOI: 10.1007/s42994-022-00087-0
Björn Usadel

Two recent articles describe a pangenome of potato and a graph-based pangenome for tomato, respectively. The latter improves our understanding of the tomato genomics architecture even further and the use of this graph-based pangenome versus a single reference dramatically improves heritability in tomato.

最近的两篇文章分别描述了马铃薯的泛基因组和番茄的基于图的泛基因组。后者进一步提高了我们对番茄基因组学结构的理解,使用这种基于图谱的pangenome与单一参考显著提高了番茄的遗传力。
{"title":"Solanaceae pangenomes are coming of graphical age to bring heritability back","authors":"Björn Usadel","doi":"10.1007/s42994-022-00087-0","DOIUrl":"10.1007/s42994-022-00087-0","url":null,"abstract":"<div><p>Two recent articles describe a pangenome of potato and a graph-based pangenome for tomato, respectively. The latter improves our understanding of the tomato genomics architecture even further and the use of this graph-based pangenome versus a single reference dramatically improves heritability in tomato.</p></div>","PeriodicalId":53135,"journal":{"name":"aBIOTECH","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2022-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s42994-022-00087-0.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50481745","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The genomic and bulked segregant analysis of Curcuma alismatifolia revealed its diverse bract pigmentation 泽泻的基因组和块状分段分析揭示了其不同的苞片色素沉着
IF 3.6 4区 农林科学 Pub Date : 2022-10-06 DOI: 10.1007/s42994-022-00081-6
Xuezhu Liao, Yuanjun Ye, Xiaoni Zhang, Dan Peng, Mengmeng Hou, Gaofei Fu, Jianjun Tan, Jianli Zhao, Rihong Jiang, Yechun Xu, Jinmei Liu, Jinliang Yang, Wusheng Liu, Luke R. Tembrock, Genfa Zhu, Zhiqiang Wu

Compared with most flowers where the showy part comprises specialized leaves (petals) directly subtending the reproductive structures, most Zingiberaceae species produce showy “flowers” through modifications of leaves (bracts) subtending the true flowers throughout an inflorescence. Curcuma alismatifolia, belonging to the Zingiberaceae family, a plant species originating from Southeast Asia, has become increasingly popular in the flower market worldwide because of its varied and esthetically pleasing bracts produced in different cultivars. Here, we present the chromosome-scale genome assembly of C. alismatifolia “Chiang Mai Pink” and explore the underlying mechanisms of bract pigmentation. Comparative genomic analysis revealed C. alismatifolia contains a residual signal of whole-genome duplication. Duplicated genes, including pigment-related genes, exhibit functional and structural differentiation resulting in diverse bract colors among C. alismatifolia cultivars. In addition, we identified the key genes that produce different colored bracts in C. alismatifolia, such as F3′5'H, DFR, ANS and several transcription factors for anthocyanin synthesis, as well as chlH and CAO in the chlorophyll synthesis pathway by conducting transcriptomic analysis, bulked segregant analysis using both DNA and RNA data, and population genomic analysis. This work provides data for understanding the mechanism of bract pigmentation and will accelerate breeding in developing novel cultivars with richly colored bracts in C. alismatifolia and related species. It is also important to understand the variation in the evolution of the Zingiberaceae family.

与大多数花相比,在大多数花中,艳丽的部分包括直接对着生殖结构的特化叶(花瓣),大多数姜科物种通过对整个花序中对着真花的叶(苞片)进行修饰来产生艳丽的“花”。泽泻姜黄属于姜科,是一种原产于东南亚的植物,由于其在不同品种中产生的多样且美观的苞片,在全球花卉市场上越来越受欢迎。在这里,我们介绍了泽泻“清迈粉”的染色体规模基因组组装,并探索了苞片色素沉着的潜在机制。比较基因组分析显示泽泻含有全基因组复制的残余信号。重复基因,包括色素相关基因,表现出功能和结构分化,导致泽泻品种的苞片颜色不同。此外,我们通过进行转录组学分析、利用DNA和RNA数据的扩增片段分析以及群体基因组分析,确定了泽泻中产生不同颜色苞片的关键基因,如F3′5′H、DFR、ANS和花青素合成的几种转录因子,以及叶绿素合成途径中的chlH和CAO。这项工作为理解苞片色素沉着的机制提供了数据,并将加速泽泻及其相关物种开发具有丰富苞片颜色的新品种。了解姜科植物进化过程中的变异也很重要。
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引用次数: 5
LncPheDB: a genome-wide lncRNAs regulated phenotypes database in plants LncPheDB:一个全基因组lncRNA调控的植物表型数据库
IF 3.6 4区 农林科学 Pub Date : 2022-10-05 DOI: 10.1007/s42994-022-00084-3
Danjing Lou, Fei Li, Jinyue Ge, Weiya Fan, Ziran Liu, Yanyan Wang, Jingfen Huang, Meng Xing, Wenlong Guo, Shizhuang Wang, Weihua Qiao, Zhenyun Han, Qian Qian, Qingwen Yang, Xiaoming Zheng

LncPheDB (https://www.lncphedb.com/) is a systematic resource of genome-wide long non-coding RNAs (lncRNAs)-phenotypes associations for multiple species. It was established to display the genome-wide lncRNA annotations, target genes prediction, variant-trait associations, gene-phenotype correlations, lncRNA-phenotype correlations, and the similar non-coding regions of the queried sequence in multiple species. LncPheDB sorted out a total of 203,391 lncRNA sequences, 2000 phenotypes, and 120,271 variants of nine species (Zea mays L., Gossypium barbadense L., Triticum aestivum L., Lycopersicon esculentum Mille, Oryza sativa L., Hordeum vulgare L., Sorghum bicolor L., Glycine max L., and Cucumis sativus L.). By exploring the relationship between lncRNAs and the genomic position of variants in genome-wide association analysis, a total of 68,862 lncRNAs were found to be related to the diversity of agronomic traits. More importantly, to facilitate the study of the functions of lncRNAs, we analyzed the possible target genes of lncRNAs, constructed a blast tool for performing similar fragmentation studies in all species, linked the pages of phenotypic studies related to lncRNAs that possess similar fragments and constructed their regulatory networks. In addition, LncPheDB also provides a user-friendly interface, a genome visualization platform, and multi-level and multi-modal convenient data search engine. We believe that LncPheDB plays a crucial role in mining lncRNA-related plant data.

LncPheDB(https://www.lncphedb.com/)是全基因组长非编码RNA(lncRNA)-多个物种表型关联的系统资源。建立它是为了在多个物种中显示全基因组lncRNA注释、靶基因预测、变异性状关联、基因表型相关性、lncRNA表型相关性以及查询序列的相似非编码区。LncPheDB共筛选出203391个lncRNA序列、2000个表型,和9个种(玉米、棉棉、小麦、番茄、水稻、大麦、高粱、大豆和黄瓜)的120271个变体。通过在全基因组关联分析中探讨lncRNA与变体基因组位置的关系,共发现68862个lncRNA与农艺性状的多样性有关。更重要的是,为了促进lncRNA功能的研究,我们分析了lncRNA可能的靶基因,构建了一个用于在所有物种中进行类似片段研究的爆炸工具,链接了与拥有类似片段的lncRNA相关的表型研究页面,并构建了它们的调控网络。此外,LncPheDB还提供了用户友好的界面、基因组可视化平台和多层次、多模式的便捷数据搜索引擎。我们认为LncPheDB在挖掘lncRNA相关植物数据方面发挥着至关重要的作用。
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引用次数: 4
Advances in plastid transformation for metabolic engineering in higher plants 高等植物质体转化代谢工程研究进展
IF 3.6 4区 农林科学 Pub Date : 2022-10-01 DOI: 10.1007/s42994-022-00083-4
Sheng Yang, Yi Deng, Shengchun Li

The plastid (chloroplast) genome of higher plants is an appealing target for metabolic engineering via genetic transformation. Although the bacterial-type plastid genome is small compared with the nuclear genome, it can accommodate large quantities of foreign genes that precisely integrate through homologous recombination. Engineering complex metabolic pathways in plants often requires simultaneous and concerted expression of multiple transgenes, the possibility of stacking several transgenes in synthetic operons makes the transplastomic approach amazing. The potential for extraordinarily high-level transgene expression, absence of epigenetic gene silencing and transgene containment due to the exclusion of plastids from pollen transmission in most angiosperm species further add to the attractiveness of plastid transformation technology. This minireview describes recent advances in expanding the toolboxes for plastid genome engineering, and highlights selected high-value metabolites produced using transplastomic plants, including artemisinin, astaxanthin and paclitaxel.

高等植物的质体(叶绿体)基因组是通过遗传转化进行代谢工程的一个有吸引力的靶点。尽管细菌型质体基因组与核基因组相比较小,但它可以容纳大量通过同源重组精确整合的外源基因。在植物中设计复杂的代谢途径通常需要同时和协同表达多个转基因,在合成操纵子中堆叠多个转基因的可能性使转基因方法令人惊叹。在大多数被子植物物种中,由于质体被排除在花粉传播之外,转基因表达异常高、缺乏表观遗传基因沉默和转基因抑制的潜力进一步增加了质体转化技术的吸引力。这篇小型综述描述了在扩大质体基因组工程工具箱方面的最新进展,并重点介绍了使用转基因植物产生的高价值代谢产物,包括青蒿素、虾青素和紫杉醇。
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引用次数: 2
Fundamental and practical approaches for single-cell ATAC-seq analysis 单细胞ATAC-seq分析的基本和实用方法
IF 3.6 4区 农林科学 Pub Date : 2022-09-27 DOI: 10.1007/s42994-022-00082-5
Peiyu Shi, Yage Nie, Jiawen Yang, Weixing Zhang, Zhongjie Tang, Jin Xu

Assays for transposase-accessible chromatin through high-throughput sequencing (ATAC-seq) are effective tools in the study of genome-wide chromatin accessibility landscapes. With the rapid development of single-cell technology, open chromatin regions that play essential roles in epigenetic regulation have been measured at the single-cell level using single-cell ATAC-seq approaches. The application of scATAC-seq has become as popular as that of scRNA-seq. However, owing to the nature of scATAC-seq data, which are sparse and noisy, processing the data requires different methodologies and empirical experience. This review presents a practical guide for processing scATAC-seq data, from quality evaluation to downstream analysis, for various applications. In addition to the epigenomic profiling from scATAC-seq, we also discuss recent studies in which the function of non-coding variants has been investigated based on cell type-specific cis-regulatory elements and how to use the by-product genetic information obtained from scATAC-seq to infer single-cell copy number variants and trace cell lineage. We anticipate that this review will assist researchers in designing and implementing scATAC-seq assays to facilitate research in diverse fields.

通过高通量测序(ATAC-seq)检测转座酶可及染色质是研究全基因组染色质可及性景观的有效工具。随着单细胞技术的快速发展,已经使用单细胞ATAC-seq方法在单细胞水平上测量了在表观遗传学调控中发挥重要作用的开放染色质区域。scATAC-seq的应用已经变得和scRNA-seq一样流行。然而,由于scATAC-seq数据的稀疏性和噪声性,处理数据需要不同的方法和经验。这篇综述为各种应用提供了处理scATAC-seq数据的实用指南,从质量评估到下游分析。除了来自scATAC-seq的表观基因组分析外,我们还讨论了最近的研究,其中基于细胞类型特异性顺式调控元件研究了非编码变体的功能,以及如何使用从scATAC-seq获得的副产物遗传信息来推断单细胞拷贝数变体和追踪细胞谱系。我们预计这篇综述将有助于研究人员设计和实施scATAC-seq分析,以促进不同领域的研究。
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引用次数: 1
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