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Genome-wide association study of BNT162b2 vaccine-related myocarditis identifies potential predisposing functional areas in Hong Kong adolescents. BNT162b2 疫苗相关心肌炎的全基因组关联研究确定了香港青少年的潜在易感功能区。
Q3 GENETICS & HEREDITY Pub Date : 2024-06-06 DOI: 10.1186/s12863-024-01238-6
Chun Hing She, Hing Wai Tsang, Xingtian Yang, Sabrina Sl Tsao, Clara Sm Tang, Sophelia Hs Chan, Mike Yw Kwan, Gilbert T Chua, Wanling Yang, Patrick Ip

Vaccine-related myocarditis associated with the BNT162b2 vaccine is a rare complication, with a higher risk observed in male adolescents. However, the contribution of genetic factors to this condition remains uncertain. In this study, we conducted a comprehensive genetic association analysis in a cohort of 43 Hong Kong Chinese adolescents who were diagnosed with myocarditis shortly after receiving the BNT162b2 mRNA COVID-19 vaccine. A comparison of whole-genome sequencing data was performed between the confirmed myocarditis cases and a control group of 481 healthy individuals. To narrow down potential genomic regions of interest, we employed a novel clustering approach called ClusterAnalyzer, which prioritised 2,182 genomic regions overlapping with 1,499 genes for further investigation. Our pathway analysis revealed significant enrichment of these genes in functions related to cardiac conduction, ion channel activity, plasma membrane adhesion, and axonogenesis. These findings suggest a potential genetic predisposition in these specific functional areas that may contribute to the observed side effect of the vaccine. Nevertheless, further validation through larger-scale studies is imperative to confirm these findings. Given the increasing prominence of mRNA vaccines as a promising strategy for disease prevention and treatment, understanding the genetic factors associated with vaccine-related myocarditis assumes paramount importance. Our study provides valuable insights that significantly advance our understanding in this regard and serve as a valuable foundation for future research endeavours in this field.

与 BNT162b2 疫苗相关的心肌炎是一种罕见的并发症,在男性青少年中的发病风险更高。然而,遗传因素对这一病症的影响仍不确定。在本研究中,我们对43名在接种BNT162b2 mRNA COVID-19疫苗后不久被诊断为心肌炎的中国香港青少年进行了全面的遗传关联分析。我们对确诊的心肌炎病例和由 481 名健康人组成的对照组进行了全基因组测序数据比较。为了缩小潜在的基因组感兴趣区域,我们采用了一种名为 ClusterAnalyzer 的新型聚类方法,优先选择了与 1,499 个基因重叠的 2,182 个基因组区域进行进一步研究。我们的通路分析表明,这些基因在与心脏传导、离子通道活性、质膜粘附和轴突生成有关的功能方面有明显的富集。这些发现表明,在这些特定功能领域存在潜在的遗传易感性,这可能是导致观察到的疫苗副作用的原因。然而,要证实这些发现,必须通过更大规模的研究来进一步验证。鉴于 mRNA 疫苗作为一种有前景的疾病预防和治疗策略的重要性日益突出,了解与疫苗相关的心肌炎的遗传因素就显得至关重要。我们的研究提供了宝贵的见解,极大地推动了我们在这方面的认识,并为该领域未来的研究工作奠定了宝贵的基础。
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引用次数: 0
Quantifying variations associated with dental caries reveals disparity in effect allele frequencies across diverse populations. 通过量化与龋齿相关的变异,可以发现不同人群中影响等位基因频率的差异。
IF 1.9 Q3 GENETICS & HEREDITY Pub Date : 2024-06-03 DOI: 10.1186/s12863-024-01215-z
Sangram Sandhu, Varun Sharma, Sachin Kumar, Niraj Rai, Pooran Chand

Background: Dental caries (DC) is a multifaceted oral condition influenced by genetic and environmental factors. Recent advancements in genotyping and sequencing technologies, such as Genome-Wide Association Studies (GWAS) have helped researchers to identify numerous genetic variants associated with DC, but their prevalence and significance across diverse global populations remain poorly understood as most of the studies were conducted in European populations, and very few were conducted in Asians specifically in Indians.

Aim: This study aimed to evaluate the genetic affinity of effect alleles associated with DC to understand the genetic relationship between global populations with respect to the Indian context.

Methodology: This present study used an empirical approach in which variants associated with DC susceptibility were selected. These variants were identified and annotated using the GWAS summary. The genetic affinity was evaluated using Fst.

Results: The effect of allele frequencies among different populations was examined, revealing variations in allele distribution. African populations exhibited higher frequencies of specific risk alleles, whereas East Asian and European populations displayed distinct profiles. South Asian populations showed a unique genetic cluster.

Conclusion: Our study emphasises the complex genetic landscape of DC and highlights the need for population-specific research as well as validation of GWAS-identified markers in Indians before defining them as established candidate genes.

背景:龋齿(DC)是一种受遗传和环境因素影响的多方面口腔疾病。基因分型和测序技术的最新进展,如全基因组关联研究(GWAS),帮助研究人员确定了许多与龋齿相关的遗传变异,但由于大多数研究是在欧洲人群中进行的,而在亚洲人,特别是印度人中进行的研究很少,因此人们对这些变异在全球不同人群中的流行率和意义仍然知之甚少:本研究采用经验方法,筛选出与 DC 易感性相关的变体。使用 GWAS 摘要对这些变异进行了识别和注释。使用 Fst 对遗传亲和性进行了评估:对不同人群中等位基因频率的影响进行了研究,揭示了等位基因分布的差异。非洲人群的特定风险等位基因频率较高,而东亚和欧洲人群则表现出不同的特征。南亚人群显示出独特的遗传集群:我们的研究强调了 DC 遗传图谱的复杂性,并强调在将 GWAS 确定的标记物定义为确定的候选基因之前,需要在印度人中进行特定人群研究和验证。
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引用次数: 0
Comparative chloroplast genomics and phylogenetic analysis of Oreomecon nudicaulis (Papaveraceae). Oreomecon nudicaulis(木瓜科)叶绿体比较基因组学和系统发育分析。
Q3 GENETICS & HEREDITY Pub Date : 2024-05-30 DOI: 10.1186/s12863-024-01236-8
Qingbin Zhan, Yalin Huang, Xiaoming Xue, Yunxia Chen

Oreomecon nudicaulis, commonly known as mountain poppy, is a significant perennial herb. In 2022, the species O. nudicaulis, which was previously classified under the genus Papaver, was reclassified within the genus Oreomecon. Nevertheless, the phylogenetic status and chloroplast genome within the genus Oreomecon have not yet been reported. This study elucidates the chloroplast genome sequence and structural features of O. nudicaulis and explores its evolutionary relationships within Papaveraceae. Using Illumina sequencing technology, the chloroplast genome of O. nudicaulis was sequenced, assembled, and annotated. The results indicate that the chloroplast genome of O. nudicaulis exhibits a typical circular quadripartite structure. The chloroplast genome is 153,903 bp in length, with a GC content of 38.87%, containing 84 protein-coding genes, 8 rRNA genes, 38 tRNA genes, and 2 pseudogenes. The genome encodes 25,815 codons, with leucine (Leu) being the most abundant codon, and the most frequently used codon is AUU. Additionally, 129 microsatellite markers were identified, with mononucleotide repeats being the most abundant (53.49%). Our phylogenetic analysis revealed that O. nudicaulis has a relatively close relationship with the genus Meconopsis within the Papaveraceae family. The phylogenetic analysis supported the taxonomic status of O. nudicaulis, as it did not form a clade with other Papaver species, consistent with the revised taxonomy of Papaveraceae. This is the first report of a phylogenomic study of the complete chloroplast genome in the genus Oreomecon, which is a significant genus worldwide. This analysis of the O. nudicaulis chloroplast genome provides a theoretical basis for research on genetic diversity, molecular marker development, and species identification, enriching genetic information and supporting the evolutionary relationships among Papaveraceae.

Oreomecon nudicaulis,俗称山罂粟,是一种重要的多年生草本植物。2022 年,以前被归入 Papaver 属的 O. nudicaulis 被重新归入 Oreomecon 属。然而,Oreomecon 属的系统发育状况和叶绿体基因组尚未见报道。本研究阐明了 O. nudicaulis 的叶绿体基因组序列和结构特征,并探讨了其在罂粟科中的进化关系。利用 Illumina 测序技术,对 O. nudicaulis 的叶绿体基因组进行了测序、组装和注释。结果表明,O. nudicaulis 的叶绿体基因组呈现典型的环状四方结构。叶绿体基因组全长 153,903 bp,GC 含量为 38.87%,包含 84 个编码蛋白质的基因、8 个 rRNA 基因、38 个 tRNA 基因和 2 个假基因。基因组编码 25 815 个密码子,其中亮氨酸(Leu)是含量最高的密码子,最常用的密码子是 AUU。此外,还发现了 129 个微卫星标记,其中单核苷酸重复序列最多(53.49%)。我们的系统进化分析表明,O. nudicaulis 与罂粟科的 Meconopsis 属关系较为密切。系统发生分析支持了 O. nudicaulis 的分类学地位,因为它没有与其他罂粟属物种形成一个支系,这与修订后的罂粟科分类学一致。这是首次报告 Oreomecon 属完整叶绿体基因组的系统发生组学研究,该属是世界上一个重要的属。对 O. nudicaulis 叶绿体基因组的分析为遗传多样性研究、分子标记开发和物种鉴定提供了理论依据,丰富了遗传信息,支持了罂粟科植物之间的进化关系。
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引用次数: 0
Genome sequence of two novel virulent clinical strains of Burkholderia pseudomallei isolated from acute melioidosis cases imported to Israel from India and Thailand. 从印度和泰国输入以色列的急性瓜虫病病例中分离出的两株新型假马利伯克霍尔德氏菌临床毒株的基因组序列。
Q3 GENETICS & HEREDITY Pub Date : 2024-05-23 DOI: 10.1186/s12863-024-01225-x
Inbar Cohen-Gihon, Galia Zaide, Sharon Amit, Iris Zohar, Orna Schwartz, Yasmin Maor, Ofir Israeli, Gal Bilinsky, Ma'ayan Israeli, Shirley Lazar, David Gur, Moshe Aftalion, Anat Zvi, Adi Beth-Din, Erez Bar-Haim, Uri Elia, Ofer Cohen, Emanuelle Mamroud, Theodor Chitlaru

Objective: Burkholderia pseudomallei, the etiological cause of melioidosis, is a soil saprophyte endemic in South-East Asia, where it constitutes a public health concern of high-priority. Melioidosis cases are sporadically identified in nonendemic areas, usually associated with travelers or import of goods from endemic regions. Due to extensive intercontinental traveling and the anticipated climate change-associated alterations of the soil bacterial flora, there is an increasing concern for inadvertent establishment of novel endemic areas, which may expand the global burden of melioidosis. Rapid diagnosis, isolation and characterization of B. pseudomallei isolates is therefore of utmost importance particularly in non-endemic locations.

Data description: We report the genome sequences of two novel clinical isolates (MWH2021 and MST2022) of B. pseudomallei identified in distinct acute cases of melioidosis diagnosed in two individuals arriving to Israel from India and Thailand, respectively. The data includes preliminary genetic analysis of the genomes determining their phylogenetic classification in rapport to the genomes of 131 B. pseudomallei strains documented in the NCBI database. Inspection of the genomic data revealed the presence or absence of loci encoding for several documented virulence determinants involved in the molecular pathogenesis of melioidosis. Virulence analysis in murine models of acute or chronic melioidosis established that both strains belong to the highly virulent class of B. pseudomalleii.

目的:假丝酵母伯克霍尔德氏菌(Burkholderia pseudomallei)是导致美拉德氏病的病原体,它是东南亚地区流行的一种土壤寄生菌,在那里构成了一个高度优先的公共卫生问题。在非流行地区发现的零星美拉伊病例通常与旅行者或来自流行地区的进口商品有关。由于广泛的洲际旅行和预期的气候变化引起的土壤细菌菌群的改变,人们越来越担心会无意中建立新的流行区,这可能会扩大美拉伊病的全球负担。因此,快速诊断、分离和鉴定假丝酵母菌分离物至关重要,尤其是在非流行地区:我们报告了两例新型假丝酵母菌临床分离株(MWH2021 和 MST2022)的基因组序列,这两例分离株是在两名分别从印度和泰国抵达以色列的患者身上发现的。这些数据包括对基因组的初步遗传分析,确定了它们与 NCBI 数据库中记录的 131 株假丝虫基因组的系统发育分类。对基因组数据的检查显示,存在或不存在编码涉及美拉德氏病分子致病机理的几个有记载的毒力决定因子的位点。在小鼠急性或慢性美拉德氏病模型中进行的毒力分析表明,这两种菌株都属于高毒力类假马来疽杆菌。
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引用次数: 0
Combined full-length transcriptomic and metabolomic analysis reveals the molecular mechanisms underlying nutrients and taste components development in Primulina juliae. 结合全长转录组学和代谢组学分析,揭示茱莉叶报春花营养成分和味觉成分发育的分子机制。
Q3 GENETICS & HEREDITY Pub Date : 2024-05-23 DOI: 10.1186/s12863-024-01231-z
Yi Zhang, Endian Yang, Qin Liu, Jie Zhang, Chen Feng

Background: Primulina juliae has recently emerged as a novel functional vegetable, boasting a significant biomass and high calcium content. Various breeding strategies have been employed to the domestication of P. juliae. However, the absence of genome and transcriptome information has hindered the research of mechanisms governing the taste and nutrients in this plant. In this study, we conducted a comprehensive analysis, combining the full-length transcriptomics and metabolomics, to unveil the molecular mechanisms responsible for the development of nutrients and taste components in P. juliae.

Results: We obtain a high-quality reference transcriptome of P. juliae by combing the PacBio Iso-seq and Illumina sequencing technologies. A total of 58,536 cluster consensus sequences were obtained, including 28,168 complete protein coding transcripts and 8,021 Long Non-coding RNAs. Significant differences were observed in the composition and content of compounds related to nutrients and taste, particularly flavonoids, during the leaf development. Our results showed a decrease in the content of most flavonoids as leaves develop. Malate and succinate accumulated with leaf development, while some sugar metabolites were decreased. Furthermore, we identified the different accumulation of amino acids and fatty acids, which are associated with taste traits. Moreover, our transcriptomic analysis provided a molecular basis for understanding the metabolic variations during leaf development. We identified 4,689 differentially expressed genes in the two developmental stages, and through a comprehensive transcriptome and metabolome analysis, we discovered the key structure genes and transcription factors involved in the pathways.

Conclusions: This study provides a high-quality reference transcriptome and reveals molecular mechanisms associated with the development of nutrients and taste components in P. juliae. These findings will enhance our understanding of the breeding and utilization of P. juliae as a vegetable.

背景:茱莉亚樱草(Primulina juliae)是最近出现的一种新型功能性蔬菜,其生物量大、钙含量高。为了驯化茱莉亚樱草,人们采用了各种育种策略。然而,基因组和转录组信息的缺失阻碍了对这种植物的味道和营养成分机制的研究。在本研究中,我们结合全长转录组学和代谢组学进行了综合分析,以揭示茱莉亚蕨菜营养成分和味道成分形成的分子机制:结果:通过结合 PacBio Iso-seq 和 Illumina 测序技术,我们获得了一个高质量的 P. juliae 参考转录组。共获得 58,536 个聚类共识序列,包括 28,168 个完整的蛋白质编码转录本和 8,021 个长非编码 RNA。在叶片发育过程中,与营养和味道相关的化合物(尤其是类黄酮)的组成和含量存在显著差异。我们的研究结果表明,大多数黄酮类化合物的含量随着叶片的生长而减少。苹果酸盐和琥珀酸盐随着叶片的生长而积累,而一些糖类代谢物则有所减少。此外,我们还发现了氨基酸和脂肪酸的不同积累情况,这与口味特征有关。此外,我们的转录组分析为理解叶片发育过程中的代谢变化提供了分子基础。我们在两个发育阶段发现了 4,689 个差异表达基因,并通过全面的转录组和代谢组分析,发现了参与通路的关键结构基因和转录因子:本研究提供了高质量的参考转录组,并揭示了与茱莉亚鹦鹉营养成分和味觉成分发育相关的分子机制。这些发现将加深我们对茄子作为蔬菜的育种和利用的理解。
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引用次数: 0
Genome assembly of Ottelia alismoides, a multiple-carbon utilisation aquatic plant. 多种碳利用水生植物 Ottelia alismoides 的基因组组装。
IF 1.9 Q3 GENETICS & HEREDITY Pub Date : 2024-05-23 DOI: 10.1186/s12863-024-01230-0
Zheng-Feng Wang, Lin-Fang Wu, Lei Chen, Wei-Guang Zhu, En-Ping Yu, Feng-Xia Xu, Hong-Lin Cao

Objectives: Ottelia Pers. is in the Hydrocharitaceae family. Species in the genus are aquatic, and China is their centre of origin in Asia. Ottelia alismoides (L.) Pers., which is distributed worldwide, is a distinguishing element in China, while other species of this genus are endemic to China. However, O. alismoides is also considered endangered due to habitat loss and pollution in some Asian countries. Ottelia alismoides is the only submerged macrophyte that contains three carbon dioxide-concentrating mechanisms, i.e. bicarbonate (HCO3-) use, crassulacean acid metabolism and the C4 pathway. In this study, we present its first genome assembly to help illustrate the various carbon metabolism mechanisms and to enable genetic conservation in the future.

Data description: Using DNA and RNA extracted from one O. alismoides leaf, this work produced ∼ 73.4 Gb HiFi reads, ∼ 126.4 Gb whole genome sequencing short reads and ∼ 21.9 Gb RNA-seq reads. The de novo genome assembly was 6,455,939,835 bp in length, with 11,923 scaffolds/contigs and an N50 of 790,733 bp. Genome assembly completeness assessment with Benchmarking Universal Single-Copy Orthologs revealed a score of 94.4%. The repetitive sequence in the assembly was 4,875,817,144 bp (75.5%). A total of 116,176 genes were predicted. The protein sequences were functionally annotated against multiple databases, facilitating comparative genomic analysis.

目标Ottelia Pers.属水芹科。该属物种为水生植物,中国是其在亚洲的原产地中心。Ottelia alismoides (L.) Pers.分布于世界各地,是中国的一个特色物种,而该属的其他物种则为中国特有。然而,由于栖息地的丧失和一些亚洲国家的污染,O. alismoides 也被认为是濒危物种。Ottelia alismoides是唯一含有三种二氧化碳浓缩机制的沉水大型植物,即碳酸氢盐(HCO3-)利用、褐藻酸代谢和C4途径。在这项研究中,我们首次对其基因组进行了组装,以帮助说明各种碳代谢机制,并在未来实现基因保护:本研究使用从一片 O. alismoides 叶片中提取的 DNA 和 RNA,产生了 73.4 Gb HiFi 读数、126.4 Gb 全基因组测序短读数和 21.9 Gb RNA-seq 读数。从头开始的基因组组装长度为6,455,939,835 bp,有11,923个支架/片段,N50为790,733 bp。利用基准通用单拷贝同源物(Benchmarking Universal Single-Copy Orthologs)进行的基因组组装完整性评估显示,得分率为 94.4%。装配中的重复序列为 4,875,817,144 bp(75.5%)。共预测出 116 176 个基因。根据多个数据库对蛋白质序列进行了功能注释,便于进行基因组比较分析。
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引用次数: 0
New reports of pathogen spectrum associated with bulb rot and their interactions during the development of rot in tulip. 与鳞茎腐烂病相关的病原体谱及其在郁金香腐烂发展过程中的相互作用的新报告。
Q3 GENETICS & HEREDITY Pub Date : 2024-05-09 DOI: 10.1186/s12863-024-01218-w
Qadrul Nisa, Gazala Gulzar, Mohammad Saleem Dar, Efath Shahnaz, Saba Banday, Zahoor A Bhat, Mohamed A El-Sheikh, Sajad Un Nabi, Vivak M Arya, Ali Anwar, Sheikh Mansoor

Bulb rot, a highly damaging disease of tulip plants, has hindered their profitable cultivation worldwide. This rot occurs in both field and storage conditions posing significant challenges. While this disease has been attributed to a range of pathogens, previous investigations have solely examined it within the framework of a single-pathogen disease model. Our study took a different approach and identified four pathogens associated with the disease: Fusarium solani, Penicillium chrysogenum, Botrytis tulipae, and Aspergillus niger. The primary objective of our research was to examine the impact of co-infections on the overall virulence dynamics of these pathogens. Through co-inoculation experiments on potato dextrose agar, we delineated three primary interaction patterns: antibiosis, deadlock, and merging. In vitro trials involving individual pathogen inoculations on tulip bulbs revealed that B. tulipae,was the most virulent and induced complete bulb decay. Nonetheless, when these pathogens were simultaneously introduced in various combinations, outcomes ranged from partial bulb decay to elongated rotting periods. This indicated a notable degree of antagonistic behaviour among the pathogens. While synergistic interactions were evident in a few combinations, antagonism overwhelmingly prevailed. The complex interplay of these pathogens during co-infection led to a noticeable change in the overall severity of the disease. This underscores the significance of pathogen-pathogen interactions in the realm of plant pathology, opening new insights for understanding and managing tulip bulb rot.

鳞茎腐烂病是一种对郁金香植物危害极大的病害,阻碍了全球范围内郁金香的盈利性种植。这种腐烂病在田间和储藏条件下都会发生,这给我们带来了巨大的挑战。虽然这种病害是由一系列病原体引起的,但以前的研究仅在单一病原体病害模型的框架内对其进行了研究。我们的研究采用了不同的方法,确定了与该病相关的四种病原体:我们的研究采用了不同的方法,确定了与该病相关的四种病原体:茄镰刀菌、蛹青霉、郁金香灰霉病菌和黑曲霉。我们研究的主要目的是考察共感染对这些病原体整体毒力动态的影响。通过在马铃薯葡萄糖琼脂上进行联合接种实验,我们确定了三种主要的相互作用模式:抗生、僵持和合并。在郁金香球茎上单独接种病原体的体外试验表明,郁金香疫霉菌的毒性最强,会导致球茎完全腐烂。然而,当这些病原体以不同的组合同时引入时,结果从部分球茎腐烂到延长腐烂期不等。这表明病原体之间存在明显的拮抗作用。虽然在少数组合中存在明显的协同作用,但拮抗作用占了绝大多数。在共同感染期间,这些病原体之间复杂的相互作用导致病害的总体严重程度发生了明显变化。这强调了病原体与病原体之间的相互作用在植物病理学领域的重要意义,为理解和管理郁金香球茎腐烂病提供了新的视角。
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引用次数: 0
Comparative transcriptome analysis between two different cadmium-accumulating genotypes of soybean (Glycine max) in response to cadmium stress. 大豆(Glycine max)两种不同镉积累基因型对镉胁迫反应的转录组比较分析。
Q3 GENETICS & HEREDITY Pub Date : 2024-05-07 DOI: 10.1186/s12863-024-01226-w
Xiaoqing Liu, Hongmei Zhang, Wei Zhang, Qianru Jia, Xin Chen, Huatao Chen

Background: Cadmium (Cd) is extremely toxic and non-essential for plants. Different soybean varieties differ greatly in their Cd accumulation ability, but little is known about the underlying molecular mechanisms.

Results: Here, we performed transcriptomic analysis using Illumina pair-end sequencing on root tissues from two soybean varieties (su8, high-Cd-accumulating (HAS) and su7, low Cd-accumulating (LAS)) grown with 0 or 50 μM CdSO4. A total of 18.76 million clean reads from the soybean root samples were obtained after quality assessment and data filtering. After Cd treatment, 739 differentially expressed genes (DEGs; 265 up and 474 down) were found in HAS; however, only 259 DEGs (88 up and 171 down) were found in LAS, and 64 genes were same between the two varieties. Pathway enrichment analysis suggested that after cadmium treatment, the DEGs between LAS and HAS were mainly enriched in glutathione metabolism and plant-pathogen interaction pathways. KEGG analysis showed that phenylalanine metabolism responding to cadmium stress in LAS, while ABC transporters responding to cadmium stress in HAS. Besides we found more differential expressed heavy metal transporters such as ABC transporters and zinc transporters in HAS than LAS, and there were more transcription factors differently expressed in HAS than LAS after cadmium treatment in two soybean varieties, eg. bHLH transcription factor, WRKY transcription factor and ZIP transcription factor.

Conclusions: Findings from this study will shed new insights on the underlying molecular mechanisms behind the Cd accumulation in soybean.

背景:镉(Cd)毒性极强,且对植物非必需。不同的大豆品种在镉积累能力方面差异很大,但人们对其潜在的分子机制知之甚少:在此,我们使用 Illumina 对端测序技术对在 0 或 50 μM CdSO4 条件下生长的两个大豆品种(su8,高 Cd-积累性(HAS)和 su7,低 Cd-积累性(LAS))的根组织进行了转录组分析。经过质量评估和数据过滤后,从大豆根部样本中总共获得了 1876 万个干净的读数。镉处理后,HAS发现了739个差异表达基因(DEGs;265个向上,474个向下);而LAS只发现了259个差异表达基因(88个向上,171个向下),两个品种之间有64个基因相同。通路富集分析表明,镉处理后,LAS和HAS的DEGs主要富集在谷胱甘肽代谢和植物与病原体相互作用通路中。KEGG分析表明,LAS的苯丙氨酸代谢对镉胁迫有响应,而HAS的ABC转运体对镉胁迫有响应。此外,我们还发现,在两个大豆品种中,镉处理后,重金属转运体(如 ABC 转运体和锌转运体)在 HAS 中的差异表达多于 LAS,转录因子(如 bHLH 转录因子、WRKY 转录因子和 ZIP 转录因子)在 HAS 中的差异表达也多于 LAS:本研究的结果将为大豆镉积累背后的分子机制提供新的见解。
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引用次数: 0
Dataset including whole blood gene expression profiles and matched leukocyte counts with utility for benchmarking cellular deconvolution pipelines. 数据集包括全血基因表达谱和匹配的白细胞计数,可用于对细胞解卷积管道进行基准测试。
Q3 GENETICS & HEREDITY Pub Date : 2024-05-07 DOI: 10.1186/s12863-024-01223-z
Grant C O'Connell

Objectives: Cellular deconvolution is a valuable computational process that can infer the cellular composition of heterogeneous tissue samples from bulk RNA-sequencing data. Benchmark testing is a crucial step in the development and evaluation of new cellular deconvolution algorithms, and also plays a key role in the process of building and optimizing deconvolution pipelines for specific experimental applications. However, few in vivo benchmarking datasets exist, particularly for whole blood, which is the single most profiled human tissue. Here, we describe a unique dataset containing whole blood gene expression profiles and matched circulating leukocyte counts from a large cohort of human donors with utility for benchmarking cellular deconvolution pipelines.

Data description: To produce this dataset, venous whole blood was sampled from 138 total donors recruited at an academic medical center. Genome-wide expression profiling was subsequently performed via next-generation RNA sequencing, and white blood cell differentials were collected in parallel using flow cytometry. The resultant final dataset contains donor-level expression data for over 45,000 protein coding and non-protein coding genes, as well as matched neutrophil, lymphocyte, monocyte, and eosinophil counts.

目的:细胞解卷积是一种有价值的计算过程,它可以从大量 RNA 序列数据中推断出异质组织样本的细胞组成。基准测试是开发和评估新的细胞解卷积算法的关键步骤,在为特定实验应用建立和优化解卷积管道的过程中也发挥着关键作用。然而,活体基准数据集很少,尤其是全血数据集,而全血是剖析最多的人体组织。在这里,我们描述了一个独特的数据集,该数据集包含来自大量人体捐献者的全血基因表达谱和匹配的循环白细胞计数,可用于细胞解卷积管道的基准测试:为了生成该数据集,我们从一家学术医疗中心招募的 138 名捐献者身上采集了静脉全血样本。随后通过下一代 RNA 测序进行了全基因组表达谱分析,并使用流式细胞仪同时收集了白细胞差异。最终的数据集包含超过 45,000 个蛋白编码基因和非蛋白编码基因的供体级表达数据,以及匹配的中性粒细胞、淋巴细胞、单核细胞和嗜酸性粒细胞计数。
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引用次数: 0
Development and verification of a 10K liquid chip for Hainan black goat based on genotyping by pinpoint sequencing of liquid captured targets. 基于液态捕获目标精确定位测序的基因分型技术,开发并验证海南黑山羊 10K 液态芯片。
Q3 GENETICS & HEREDITY Pub Date : 2024-05-07 DOI: 10.1186/s12863-024-01228-8
Yong Meng, Wencan Zhang, Yiwen Cheng, Yanru Wu, Haotian Wu, Meirong He, Si Chen, Churiga Man, Hongyan Gao, Li Du, Qiaoling Chen, Fengyang Wang

Background: China has thousands years of goat breeding and abundant goat genetic resources. Additionally, the Hainan black goat is one of the high-quality local goat breeds in China. In order to conserve the germplasm resources of the Hainan black goat, facilitate its genetic improvement and further protect the genetic diversity of goats, it is urgent to develop a single nucleotide polymorphism (SNP) chip for Hainan black goat.

Results: In this study, we aimed to design a 10K liquid chip for Hainan black goat based on genotyping by pinpoint sequencing of liquid captured targets (cGPS). A total of 45,588 candidate SNP sites were obtained, 10,677 of which representative SNP sites were selected to design probes, which finally covered 9,993 intervals and formed a 10K cGPS liquid chip for Hainan black goat. To verify the 10K cGPS liquid chip, some southern Chinese goat breeds and a sheep breed with similar phenotype to the Hainan black goat were selected. A total of 104 samples were used to verify the clustering ability of the 10K cGPS liquid chip for Hainan black goat. The results showed that the detection rate of sites was 97.34% -99.93%. 84.5% of SNP sites were polymorphic. The heterozygosity rate was 3.08%-36.80%. The depth of more than 99.4% sites was above 10X. The repetition rate was 99.66%-99.82%. The average consistency between cGPS liquid chip results and resequencing results was 85.58%. In addition, the phylogenetic tree clustering analysis verified that the SNP sites on the chip had better clustering ability.

Conclusion: These results indicate that we have successfully realized the development and verification of the 10K cGPS liquid chip for Hainan black goat, which provides a useful tool for the genome analysis of Hainan black goat. Moreover, the 10K cGPS liquid chip is conducive to the research and protection of Hainan black goat germplasm resources and lays a solid foundation for its subsequent breeding work.

背景:中国有着数千年的山羊养殖历史和丰富的山羊遗传资源。此外,海南黑山羊是我国优质的地方山羊品种之一。为了保护海南黑山羊的种质资源,促进其遗传改良,进一步保护山羊的遗传多样性,迫切需要开发海南黑山羊的单核苷酸多态性(SNP)芯片:本研究的目的是基于液态捕获靶点精确定位测序(cGPS)的基因分型技术,设计出一种10K的海南黑山羊液态芯片。共获得 45,588 个候选 SNP 位点,选择其中具有代表性的 10,677 个 SNP 位点设计探针,最终覆盖 9,993 个区间,形成海南黑山羊 10K cGPS 液体芯片。为了验证 10K cGPS 液体芯片,我们选择了与海南黑山羊表型相似的中国南方山羊品种和绵羊品种。为了验证 10K cGPS 液体芯片对海南黑山羊的聚类能力,共使用了 104 个样本。结果显示,位点检出率为 97.34% -99.93%。84.5%的SNP位点具有多态性。杂合率为 3.08% -36.80%。99.4% 以上的位点深度在 10 倍以上。重复率为 99.66%-99.82%。cGPS 液体芯片结果与重测序结果的平均一致性为 85.58%。此外,系统发生树聚类分析验证了芯片上的 SNP 位点具有较好的聚类能力:这些结果表明,我们成功实现了海南黑山羊 10K cGPS 液体芯片的开发和验证,为海南黑山羊基因组分析提供了有用的工具。此外,10K cGPS液体芯片有利于海南黑山羊种质资源的研究和保护,为其后续育种工作奠定了坚实的基础。
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引用次数: 0
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BMC genomic data
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