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Transcriptomics for Clinical and Experimental Biology Research: Hang on a Seq 临床和实验生物学研究的转录组学:挂在序列上
Pub Date : 2023-01-17 DOI: 10.1002/ggn2.202200024
Tanner Stokes, Haoning Howard Cen, Philipp Kapranov, Iain J Gallagher, Andrew A. Pitsillides, Claude-Henry Volmar, William E Kraus, James D. Johnson, Stuart M. Phillips, Claes Wahlestedt, James A. Timmons

Sequencing the human genome empowers translational medicine, facilitating transcriptome-wide molecular diagnosis, pathway biology, and drug repositioning. Initially, microarrays are used to study the bulk transcriptome; but now short-read RNA sequencing (RNA-seq) predominates. Positioned as a superior technology, that makes the discovery of novel transcripts routine, most RNA-seq analyses are in fact modeled on the known transcriptome. Limitations of the RNA-seq methodology have emerged, while the design of, and the analysis strategies applied to, arrays have matured. An equitable comparison between these technologies is provided, highlighting advantages that modern arrays hold over RNA-seq. Array protocols more accurately quantify constitutively expressed protein coding genes across tissue replicates, and are more reliable for studying lower expressed genes. Arrays reveal long noncoding RNAs (lncRNA) are neither sparsely nor lower expressed than protein coding genes. Heterogeneous coverage of constitutively expressed genes observed with RNA-seq, undermines the validity and reproducibility of pathway analyses. The factors driving these observations, many of which are relevant to long-read or single-cell sequencing are discussed. As proposed herein, a reappreciation of bulk transcriptomic methods is required, including wider use of the modern high-density array data—to urgently revise existing anatomical RNA reference atlases and assist with more accurate study of lncRNAs.

人类基因组测序为转化医学提供了动力,促进了转录组范围的分子诊断、途径生物学和药物重新定位。最初,微阵列被用于研究大量转录组;但现在短读RNA测序(RNA-seq)占主导地位。定位为一种卓越的技术,这使得发现新的转录本成为常规,大多数RNA-seq分析实际上是基于已知的转录组建模的。RNA-seq方法的局限性已经出现,而阵列的设计和应用的分析策略已经成熟。提供了这些技术之间的公平比较,突出了现代阵列比RNA-seq具有的优势。阵列技术可以更准确地定量组织复制中组成表达的蛋白质编码基因,并且更可靠地研究低表达基因。阵列显示,长链非编码rna (lncRNA)既不稀疏,也不低于蛋白质编码基因的表达。用RNA-seq观察到的组成性表达基因的异质性覆盖,破坏了途径分析的有效性和可重复性。驱动这些观察的因素,其中许多与长读或单细胞测序有关。正如本文所提出的,需要重新认识大量转录组学方法,包括更广泛地使用现代高密度阵列数据,以紧急修改现有的解剖RNA参考图谱,并协助更准确地研究lncRNAs。
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引用次数: 5
(Advanced Genetics 4/03) (高级遗传学4/03)
Pub Date : 2022-12-22 DOI: 10.1002/ggn2.202270041
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引用次数: 0
Global Action on Biodiversity May Hinge on Genetic Data Sharing Agreement 全球生物多样性行动可能取决于遗传数据共享协议
Pub Date : 2022-12-22 DOI: 10.1002/ggn2.202200031
Jacqueline Batley, Andrew L. Hufton, Guilherme Oliveira, Rajeev K. Varshney

This month, parties to the Convention on Biological Diversity (CBD) are meeting in Montreal with the aim of concluding negotiations on an important new action plan for global biodiversity conservation, known as the post-2020 Global Biodiversity Framework (GBF). In these negotiations, genetic data from plants, animals, fungi and microorganisms, known as digital sequence information (DSI) in policy circles, has emerged as a central source of tension. A number of parties are demanding that benefits arising from the use of these genetic data be better shared with the countries where the genetic material was collected.

The Nagoya Protocol, a component of the CBD, recognized the right of countries to share in the benefits derived from their nation's genetic resources, and established a framework by which countries can regulate and track the use of physical “genetic resources” (i.e., biological samples, strains, plant lines, etc., containing genetic material). This framework, however, is complex and, in the opinion of many, has proven inefficient at driving meaningful benefit sharing.[1]

Researchers and other stakeholders have raised serious concerns about applying such a framework to DSI.[2, 3] Some of the proposals on the table could spell an end to the culture of open sequence sharing that has defined non-human genetics research for decades, and which is widely agreed to have massive positive effects on research progress and economic value creation. A poorly developed solution could therefore have a negative impact on biodiversity research that is crucial to the aims of the CBD. Representatives of indigenous peoples and local communities have also been active in the discussions on this topic and argue that the rights and roles of their communities must be respected in any final agreement.[4]

That this issue alone could stymie global biodiversity conservation efforts is not in doubt. Talks in August on a major ocean biodiversity treaty failed to make progress because of lack of agreement on DSI,[5] and African negotiators have warned that they will not agree to a GBF that lacks a concrete solution to DSI.[6] The issue has also proven contentious in a recent meeting of the Governing Body session of the International Treaty on Plant Genetic Resources for Food and Agriculture.[7] It is clear that an effective benefit sharing solution must be part of any global action plan to conserve biodiversity.

But grounds for optimism remain. Scientists and major research organizations are arguing that it is possible to build a solution that will drive benefit-sharing, protect open science and promote biodiversity conservation.[4, 8, 9

本月,《生物多样性公约》(CBD)缔约方在蒙特利尔举行会议,目的是完成一项重要的全球生物多样性保护新行动计划的谈判,即2020年后全球生物多样性框架(GBF)。在这些谈判中,来自植物、动物、真菌和微生物的基因数据,在政策圈被称为数字序列信息(DSI),已成为紧张局势的主要来源。一些缔约方要求与收集遗传材料的国家更好地分享使用这些遗传数据所产生的利益。《名古屋议定书》是《生物多样性公约》的一个组成部分,承认各国有权分享本国遗传资源所产生的惠益,并建立了一个框架,使各国能够管理和跟踪物理“遗传资源”(即含有遗传物质的生物样品、品系、植物品系等)的使用。然而,这个框架很复杂,而且在许多人看来,在推动有意义的利益分享方面效率低下。[1]研究人员和其他利益相关者对将这种框架应用于DSI提出了严重的担忧。[2,3]一些摆在桌面上的提议可能会终结开放序列共享的文化,这种文化几十年来定义了非人类遗传学研究,并被广泛认为对研究进展和经济价值创造具有巨大的积极影响。因此,一个不完善的解决方案可能会对生物多样性研究产生负面影响,而生物多样性研究对《生物多样性公约》的目标至关重要。土著人民和地方社区的代表也积极参与了关于这一专题的讨论,他们认为,在任何最后协议中都必须尊重其社区的权利和作用。[4]毫无疑问,单单这个问题就会阻碍全球生物多样性保护的努力。8月份关于一项重要的海洋生物多样性条约的谈判未能取得进展,因为缺乏关于DSI的协议[5],非洲谈判代表警告说,他们不会同意缺乏关于DSI的具体解决方案的GBF[6]。在《粮食和农业植物遗传资源国际条约》理事会最近的一次会议上,这个问题也被证明是有争议的。[7]显然,有效的利益分享解决方案必须成为任何保护生物多样性的全球行动计划的一部分。但乐观的理由依然存在。科学家和主要研究机构认为,有可能建立一种解决方案,推动利益分享、保护开放科学和促进生物多样性保护。[4,8,9]由DSI科学网络组织的一封表达这些原则的公开信,已经有来自全球的一千多名研究人员和30多个科学组织和机构签署。[10]我们以科学家的身份并代表《先进遗传学》发表文章,鼓励研究人员在这个关键问题上发出他们的声音,并为合理和公平的解决方案大声疾呼,以保持科学数据的共享。我们必须捍卫现代研究的合作性质,因为只有共同努力,我们才能应对地球面临的主要挑战。, G.O.和R.K.V.是DSI科学网络的无偿成员。
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引用次数: 0
Editorial Board: (Advanced Genetics 4/03) 编委会:(Advanced Genetics 4/03)
Pub Date : 2022-12-22 DOI: 10.1002/ggn2.202270042
Nadav Ahituv, University of California, San Francisco, San Francisco, CA USA Nir Barzilai, Albert Einstein College of Medicine, Bronx, NY USA Jacqueline Batley, University of Western Australia, Perth, Australia Touati Benoukraf,Memorial University of Newfoundland, St. John’s, NL, Canada Ewan Birney, EMBL-EBI, Cambridge, UK Catherine A. Brownstein, Boston Children’s Hospital, Boston, MA USA Stephen J. Chanock, National Cancer Institute, Bethesda, MD USA George Church, Harvard Medical School, Boston, MA USA Francesco Cucca, University of Sassari, Sassari, Sardinia, Italy Marcella Devoto, Istituto di Ricerca Genetica e Biomedica, Consiglio Nazionale delle Ricerche, Cagliari, Italy Roland Eils, Berlin Institue of Health, Berlin, Germany Jeanette Erdmann, Institute for Cardiogenetics, University of Lubeck, Lubeck, Germany Andrew Feinberg, Johns Hopkins University, Baltimore, MD USA Claudio Franceschi, University of Bologna, Bologna, Italy Paul W. Franks, Lund University, Malmö, Sweden Rachel Freathy, University of Exeter, Exeter, UK Jingyuan Fu, University Medical Center Groningen, Groningen, The Netherlands Eileen Furlong, European Molecular Biology Laboratory, Heidelberg, Germany Tom Gilbert, University of Copenhagen, The Globe Institute, Copenhagen, Denmark Joseph G. Gleeson, University of California, San Diego, Howard Hughes Medical Institute for Genomic Medicine, La Jolla, CA USA Erica Golemis, Fox Chase Cancer Center, Philadelphia, PA USA Sarah Hearne, International Maize and Wheat Improvement Centre (CIMMYT), Texcoco, Mexico Agnar Helgason, deCODE Genetics, Reykjavik, Iceland Kristina Hettne, Leiden University Libraries, Leiden, The Netherlands Sanwen Huang, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China Youssef Idaghdour, New York University, Abu Dhabi, Abu Dhabi, UAE Rosalind John, Cardiff University, Cardiff, UK Moien Kanaan, Bethlehem University, Bethlehem, Palestine Beat Keller, University of Zurich, Zurich, Switzerland Tuuli Lappalainen, New York Genome Center, Columbia University, New York, NY USA Luis F. Larrondo, Pontifica Universidad Catolica de Chile, Santiago, Chile Suet-Yi Leung, The University of Hong Kong, Hong Kong, China Ryan Lister, The University of Western Australia, Perth, Australia Jianjun Liu, Genome Institute Singapore, Singapore Naomichi Matsumoto, Yokohama City University, Yokohama, Japan Rachel S. Meyer, University of California, Los Angeles, Los Angeles, CA USA Nicola Mulder, University of Cape Town, Cape Town, South Africa Seishi Ogawa, Kyoto University, Kyoto, Japan Guilherme Oliveira, Vale Institute of Technology, Belem, Brazil Qiang Pan-Hammarstrom, Karolinska Institute, Stockholm, Sweden Len A. Pennacchio, Joint Genome Institute, Walnut Creek, CA USA Martin Pera, Jackson Lab, Bar Harbor, ME USA Danielle Posthuma, VU University Amsterdam, Amsterdam, The Netherlands Michael Purugganan, New York University, New York, NY USA Maanasa Raghavan, University of Chic
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引用次数: 0
Mendelian Disorders in an Interstitial Cystitis/Bladder Pain Syndrome Cohort 间质性膀胱炎/膀胱疼痛综合征队列中的孟德尔疾病
Pub Date : 2022-11-27 DOI: 10.1002/ggn2.202200013
Elicia Estrella, Shira Rockowitz, Marielle Thorne, Pressley Smith, Jeanette Petit, Veronica Zehnder, Richard N. Yu, Stuart Bauer, Charles Berde, Pankaj B. Agrawal, Alan H. Beggs, Ali G. Gharavi, Louis Kunkel, Catherine A. Brownstein

Interstitial cystitis/bladder pain syndrome (IC/BPS) is a chronic pain disorder causing symptoms of urinary frequency, urgency, and bladder discomfort or pain. Although this condition affects a large population, little is known about its etiology. Genetic analyses of whole exome sequencing are performed on 109 individuals with IC/BPS. One family has a previously reported SIX5 variant (ENST00000317578.6:c.472G>A, p.Ala158Thr), consistent with Branchiootorenal syndrome 2 (BOR2). A likely pathogenic heterozygous variant in ATP2A2 (ENST00000539276.2:c.235G>A, p.Glu79Lys) is identified in two unrelated probands, indicating possible Darier-White disease. Two private heterozygous variants are identified in ATP2C1 (ENST00000393221.4:c.2358A>T, p.Glu786Asp (VUS/Likely Pathogenic) and ENST00000393221.4:c.989C>G, p.Thr330Ser (likely pathogenic)), indicative of Hailey-Hailey Disease. Sequence kernel association test analysis finds an increased burden of rare ATP2C1 variants in the IC/BPS cases versus a control cohort (p = 0.03, OR = 6.76), though does not survive Bonferroni correction. The data suggest that some individuals with IC/BPS may have unrecognized Mendelian syndromes. Comprehensive phenotyping and genotyping aid in understanding the range of diagnoses in the population-based IC/BPS cohort. Conversely, ATP2C1, ATP2A2, and SIX5 may be candidate genes for IC/BPS. Further evaluation with larger numbers is needed. Genetically screening individuals with IC/BPS may help diagnose and treat this painful disorder due to its heterogeneous nature.

间质性膀胱炎/膀胱疼痛综合征(IC/BPS)是一种慢性疼痛障碍,会引起尿频、尿急和膀胱不适或疼痛症状。尽管这种情况影响了大量人群,但对其病因知之甚少。对109名IC/BPS患者进行了全外显子组测序的遗传分析。一个家族有一个先前报道的SIX5变体(ENST00000317578.6:c.472G>;a,p.Ala158Thr),与Branchiotorenal综合征2(BOR2)一致。在两个不相关的先证者中发现了ATP2A2中可能的致病性杂合变体(ENST00000539276.2:c.235G>;A,p.Glu79Lys),表明可能患有Darier-White病。在ATP2C1中鉴定出两个私人杂合变异体(ENST00000393221.4:c.2358A>;T,p.Glu786Asp(VUS/可能致病性)和ENST00000392221.4:c.989C>;G、 p.Thr330Ser(可能是致病性的),指示海利-海利病。序列核关联检验分析发现,与对照队列相比,IC/BPS病例中罕见的ATP2C1变体的负担增加(p=0.03,OR=6.76),尽管不能通过Bonferroni校正。数据表明,一些IC/BPS患者可能患有未被识别的孟德尔综合征。综合表型和基因分型有助于了解基于人群的IC/BPS队列的诊断范围。相反,ATP2C1、ATP2A2和SIX5可能是IC/BPS的候选基因。需要用更多的数字进行进一步的评估。对IC/BPS患者进行基因筛查可能有助于诊断和治疗这种疼痛性疾病,因为它具有异质性。
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引用次数: 0
Repetitive DNA is Functional and Encodes Parts of the Non-Coding RNA Repertoire 重复DNA是功能性的,并编码部分非编码RNA
Pub Date : 2022-11-26 DOI: 10.1002/ggn2.202200026
James A. Shapiro

This is a commentary on the article by Eviatar Nevo and Kexin Li entitled “Sympatric Speciation in Mole Rats and Wild Barley and Their Genome Repeatome Evolution: A Commentary”, published recently in Advanced Genetics.

本文是对Eviatar Nevo和Kexin Li最近发表在《高级遗传学》杂志上的文章《鼹鼠和野生大麦的同域物种形成及其基因组重复组进化述评》的评论。
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引用次数: 0
Variation of Female Pronucleus Reveals Oocyte or Embryo Chromosomal Copy Number Variations 雌性原核变异揭示卵母细胞或胚胎染色体拷贝数变异
Pub Date : 2022-11-10 DOI: 10.1002/ggn2.202200001
Jingwei Yang, Yikang Wang, Chong Li, Wei Han, Weiwei Liu, Shun Xiong, Qi Zhang, Keya Tong, Guoning Huang, Xiaodong Zhang

The characteristics of the human pronuclei (PNs), which exist 16–22 h after fertilization, appear to serve as good indicators to evaluate the quality of human oocyte and embryo, and may reflect the status of female and male chromosome composition. Here, a quantitative PN measurement method that is generated by applying expert experience combined with deep learning from large annotated datasets is reported. After mathematic reconstruction of PNs, significant differences are obtained in chromosome-normal rate and chromosomal small errors such as copy number variants by comparing the size of the reconstructive female PN. After integrating the whole procedure of PN dynamics and adjusting for errors that occur during PN identification, the results are robust. Notably, all positive prediction results are obtained from the female propositus population. Thus, the size of female PNs may mirror the internal quality of the chromosomal integrity of the oocyte. Embryos that develop from zygotes with larger female PNs may have a reduced risk of copy number variations.

人原核(PNs)在受精后16-22 h存在,其特征可以作为评价人卵母细胞和胚胎质量的良好指标,反映男女染色体组成的状况。本文报道了一种定量PN测量方法,该方法通过应用专家经验结合深度学习从大型带注释的数据集生成。对雌性PN进行数学重建后,通过比较重建雌性PN的大小,在染色体正常率和拷贝数变异等染色体小错误方面存在显著差异。将整个过程整合起来,并对辨识过程中的误差进行校正,结果具有鲁棒性。值得注意的是,所有阳性预测结果都来自于雌性原生种群。因此,雌性PNs的大小可能反映了卵母细胞染色体完整性的内在质量。具有较大雌性PNs的受精卵发育的胚胎可能具有较低的拷贝数变异风险。
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引用次数: 0
A CRISPR Path to Finding Vulnerabilities and Solving Drug Resistance: Targeting the Diverse Cancer Landscape and Its Ecosystem 寻找脆弱性和解决耐药性的CRISPR路径:针对不同的癌症景观及其生态系统
Pub Date : 2022-11-09 DOI: 10.1002/ggn2.202200014
Benjamin McLean, Aji Istadi, Teleri Clack, Mezzalina Vankan, Daniel Schramek, G. Gregory Neely, Marina Pajic

Cancer is the second leading cause of death globally, with therapeutic resistance being a major cause of treatment failure in the clinic. The dynamic signaling that occurs between tumor cells and the diverse cells of the surrounding tumor microenvironment actively promotes disease progression and therapeutic resistance. Improving the understanding of how tumors evolve following therapy and the molecular mechanisms underpinning de novo or acquired resistance is thus critical for the identification of new targets and for the subsequent development of more effective combination regimens. Simultaneously targeting multiple hallmark capabilities of cancer to circumvent adaptive or evasive resistance may lead to significantly improved treatment response in the clinic. Here, the latest applications of functional genomics tools, such as clustered regularly interspaced short palindromic repeats (CRISPR) editing, to characterize the dynamic cancer resistance mechanisms, from improving the understanding of resistance to classical chemotherapeutics, to deciphering unique mechanisms that regulate tumor responses to new targeted agents and immunotherapies, are discussed. Potential avenues of future research in combating therapeutic resistance, the contribution of tumor–stroma signaling in this setting, and how advanced functional genomics tools can help streamline the identification of key molecular determinants of drug response are explored.

癌症是全球第二大死亡原因,治疗耐药性是临床治疗失败的主要原因。肿瘤细胞与周围肿瘤微环境的多种细胞之间发生的动态信号传导积极促进疾病进展和治疗耐药性。因此,提高对肿瘤在治疗后如何演变以及支持新生或获得性耐药的分子机制的理解对于确定新的靶点和随后开发更有效的联合治疗方案至关重要。同时针对癌症的多个标志能力来规避适应性或逃避性抵抗可能会显著改善临床治疗反应。本文讨论了功能基因组学工具的最新应用,如聚类规则间隔短回文重复序列(CRISPR)编辑,以表征动态癌症耐药机制,从提高对经典化疗药物耐药的理解,到破译调节肿瘤对新靶向药物和免疫疗法反应的独特机制。未来研究的潜在途径是对抗治疗耐药性,肿瘤基质信号在这种情况下的贡献,以及先进的功能基因组学工具如何帮助简化识别药物反应的关键分子决定因素。
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引用次数: 1
Indirect Mechanisms of Transcription Factor-Mediated Gene Regulation during Cell Fate Changes 细胞命运变化中转录因子介导的基因调控的间接机制
Pub Date : 2022-11-09 DOI: 10.1002/ggn2.202200015
Michael R. Larcombe, Sheng Hsu, Jose M. Polo, Anja S. Knaupp

Transcription factors (TFs) are the master regulators of cellular identity, capable of driving cell fate transitions including differentiations, reprogramming, and transdifferentiations. Pioneer TFs recognize partial motifs exposed on nucleosomal DNA, allowing for TF-mediated activation of repressed chromatin. Moreover, there is evidence suggesting that certain TFs can repress actively expressed genes either directly through interactions with accessible regulatory elements or indirectly through mechanisms that impact the expression, activity, or localization of other regulatory factors. Recent evidence suggests that during reprogramming, the reprogramming TFs initiate opening of chromatin regions rich in somatic TF motifs that are inaccessible in the initial and final cellular states. It is postulated that analogous to a sponge, these transiently accessible regions “soak up” somatic TFs, hence lowering the initial barriers to cell fate changes. This indirect TF-mediated gene regulation event, which is aptly named the “sponge effect,” may play an essential role in the silencing of the somatic transcriptional network during different cellular conversions.

转录因子(tf)是细胞身份的主要调节因子,能够驱动细胞命运的转变,包括分化、重编程和转分化。先锋tf识别暴露在核小体DNA上的部分基序,允许tf介导的被抑制染色质的激活。此外,有证据表明,某些tf可以通过与可接近的调控元件的相互作用直接抑制活跃表达的基因,也可以通过影响其他调控因子的表达、活性或定位的机制间接抑制。最近的证据表明,在重编程过程中,重编程TF启动了富含体细胞TF基序的染色质区域的开放,这些染色质区域在细胞初始和最终状态下是无法进入的。据推测,与海绵类似,这些可瞬时进入的区域“吸收”了体细胞tf,从而降低了细胞命运改变的初始障碍。这种间接的tf介导的基因调控事件,被恰当地命名为“海绵效应”,可能在不同细胞转化过程中对体细胞转录网络的沉默起着重要作用。
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引用次数: 1
Translating Genetic Discovery into a Mechanistic Understanding of Pediatric Movement Disorders: Lessons from Genetic Dystonias and Related Disorders 将基因发现转化为对儿童运动障碍的机制理解:来自遗传性肌张力障碍和相关疾病的经验教训
Pub Date : 2022-11-09 DOI: 10.1002/ggn2.202200018
Wei-Sheng Lin

The era of next-generation sequencing has increased the pace of gene discovery in the field of pediatric movement disorders. Following the identification of novel disease-causing genes, several studies have aimed to link the molecular and clinical aspects of these disorders. This perspective presents the developing stories of several childhood-onset movement disorders, including paroxysmal kinesigenic dyskinesia, myoclonus-dystonia syndrome, and other monogenic dystonias. These stories illustrate how gene discovery helps focus the research efforts of scientists trying to understand the mechanisms of disease. The genetic diagnosis of these clinical syndromes also helps clarify the associated phenotypic spectra and aids the search for additional disease-causing genes. Collectively, the findings of previous studies have led to increased recognition of the role of the cerebellum in the physiology and pathophysiology of motor control—a common theme in many pediatric movement disorders. To fully exploit the genetic information garnered in the clinical and research arenas, it is crucial that corresponding multi-omics analyses and functional studies also be performed at scale. Hopefully, these integrated efforts will provide us with a more comprehensive understanding of the genetic and neurobiological bases of movement disorders in childhood.

下一代测序时代加快了儿童运动障碍领域基因发现的步伐。随着新的致病基因的发现,一些研究旨在将这些疾病的分子和临床方面联系起来。这一观点提出了几种儿童期发病的运动障碍的发展故事,包括阵发性运动性运动障碍,肌阵挛-肌张力障碍综合征和其他单基因肌张力障碍。这些故事说明了基因发现如何帮助科学家们集中精力研究,试图了解疾病的机制。这些临床综合征的遗传诊断也有助于阐明相关的表型谱,并有助于寻找其他致病基因。总的来说,先前的研究结果使人们更加认识到小脑在运动控制的生理和病理生理中的作用——这是许多儿童运动障碍的共同主题。为了充分利用临床和研究领域获得的遗传信息,进行相应的多组学分析和功能研究是至关重要的。希望这些综合的努力将使我们对儿童运动障碍的遗传和神经生物学基础有更全面的了解。
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引用次数: 0
期刊
Advanced genetics (Hoboken, N.J.)
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