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Combined short- and long-read sequencing reveals the important regulators and alternative splicing events associated with the thermo-sensitive flowering retardation of rice Tartary buckwheat 结合短、长读序列分析,揭示了与水稻苦荞热敏性开花迟缓相关的重要调控因子和选择性剪接事件。
IF 3 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-11-01 DOI: 10.1016/j.ygeno.2025.111155
Huihui Guo , Xiaoli Gao , Xiao'an Li , Lan Wang , Wenhua Liao , Xue Bai , Qi Wu
Heat stress has deleterious effects on flowering and yield of Tartary buckwheat. In this study, we compared the transcriptomes between thermo-sensitive MQ and adaptive KQ and XQ, in leaves and inflorescences. Compared with adaptive KQ and XQ, flowering genes like FtFT1, FtFT3 and MADS-Box, and developmental genes like PIF3, CIB1, CLAVATA3, YABBY, and HY5 were repressed in thermo-sensitive MQ leaf and inflorescence. Higher proportions of HSPs and HSFs were induced in thermo-sensitive MQ leaf and inflorescence. By using long-read sequencing, we identified DAS events on circadian clock, floral development and heat stress related genes between thermo-sensitive MQ and adaptive XQ. We found the DAS events on PIF, LHY, MADS-Box AGAMOUS and HSF genes generated malfunctional proteins. We speculated that the DAS events on key floral development and heat stress related genes may influence expressions of downstream flowering genes, thus leading to the flowering retardation in thermo-sensitive rice Tartary buckwheat.
热胁迫对苦荞的开花和产量有不利影响。在本研究中,我们比较了叶片和花序中温敏型MQ和自适应型KQ和XQ的转录组。与自适应KQ和XQ相比,温敏MQ叶片和花序中FtFT1、FtFT3、MADS-Box等开花基因和PIF3、CIB1、CLAVATA3、YABBY、HY5等发育基因均受到抑制。在热敏型MQ叶片和花序中诱导出较高比例的HSPs和hsf。通过长读测序,我们确定了热敏性MQ和适应性XQ之间的生物钟、花发育和热胁迫相关基因的DAS事件。我们发现PIF、LHY、MADS-Box AGAMOUS和HSF基因上的DAS事件产生了异常蛋白。我们推测,对关键花发育和热胁迫相关基因的DAS事件可能影响下游开花基因的表达,从而导致温敏水稻苦荞开花延迟。
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引用次数: 0
Cultivation regimes modulate flavonoid metabolism in rice: Integration of metabolomics and transcriptomics reveals NPK and density effects 栽培制度调节水稻类黄酮代谢:代谢组学和转录组学的整合揭示了氮磷钾和密度的影响
IF 3 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-24 DOI: 10.1016/j.ygeno.2025.111146
Hongbo Fu, Lina Xiong, En Lei
Cultivation regimes significantly modulate flavonoid metabolism in rice panicles. Metabolomic analysis identified 257 flavonoids, with high-density planting (T0-T3) enhancing total diversity compared to conventional sparse planting (CK). The zero‑nitrogen high-density regime (T0) yielded the highest number (254). Differential analysis revealed 226 metabolites (DFMs), showing distinct correlations: nitrogen rate negatively correlated with 5 DFMs, phosphorus/potassium positively with 11 DFMs, and planting density correlated with 20 DFMs (11 positive, 9 negative). Transcriptomics identified 149 differentially expressed genes (DEGs) enriched in flavonoid pathways. Integration analysis established regulatory networks linking cultivation factors, key DFMs (e.g., kaempferol glycosides), and DEGs (notably 4CL, CHI). Crucially, optimized density (20.8 hills/m2) combined with balanced NPK (150–45-60 kg/hm2) and delayed nitrogen application (T3) synergistically enhanced functional flavonoids like kaempferol-3-O-galactoside, providing a strategy for high-quality rice production.
栽培制度显著调节水稻穗部类黄酮代谢。代谢组学分析鉴定出257种黄酮类化合物,与常规稀疏种植(CK)相比,高密度种植(T0-T3)提高了总多样性。零氮高密度方案(T0)产生了最高的数量(254)。差异分析结果显示,226种代谢物(DFMs)呈显著相关,其中氮率与5种代谢物呈负相关,磷/钾与11种代谢物呈正相关,种植密度与20种代谢物呈负相关(11种正相关,9种负相关)。转录组学鉴定出149个在黄酮类通路中富集的差异表达基因(DEGs)。整合分析建立了连接培养因子、关键dfs(如山奈酚苷)和DEGs(特别是4CL、CHI)的调控网络。最重要的是,优化密度(20.8丘/m2)配合平衡氮磷钾(150 ~ 45 ~ 60 kg/hm2)和延迟施氮(T3)可协同提高山奈酚-3- o -半乳苷等功能性黄酮类化合物,为优质水稻生产提供策略。
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引用次数: 0
TIMP1: A novel immune-related signature associated with invasiveness and inhibition of pituitary adenoma TIMP1:一种新的与垂体腺瘤侵袭性和抑制相关的免疫相关信号。
IF 3 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-17 DOI: 10.1016/j.ygeno.2025.111140
Hongyu Wu , Yu Zhang , Xin Ma , Zenghua Mi , Zhijun Yang
The invasiveness of pituitary adenomas is closely related to the tumour immune microenvironment. This study aimed to identify immune-related genes associated with IPAs. Transcriptomic data from 32 patient-derived samples were analysed to screen immune-related differentially expressed genes between IPAs and non-invasive pituitary adenomas. Weighted gene co-expression network analysis of merged datasets (GSE26966 and GSE51618) was performed to identify hub genes, which were then intersected with immune-related DEGs. Least absolute shrinkage and selection operator regression and support vector machine algorithms consistently identified tissue inhibitor of metalloproteinases 1 (TIMP1) as a key immune-associated invasive gene. Multi-omics validation confirmed significant downregulation of TIMP1 in IPAs. Functional enrichment, single-sample gene set enrichment analysis, CIBERSORT, and immune checkpoint profiling linked TIMP1 to macrophage infiltration and immune regulation. Immunohistochemistry and in vitro experiments further demonstrated that TIMP1 overexpression inhibited tumour-cell proliferation, invasion, and migration. Collectively, these findings suggest that TIMP1 downregulation may promote IPA progression through immune dysregulation.
垂体腺瘤的侵袭性与肿瘤免疫微环境密切相关。本研究旨在鉴定与IPAs相关的免疫相关基因。我们分析了来自32例患者样本的转录组学数据,以筛选IPAs和非侵袭性垂体腺瘤之间的免疫相关差异表达基因。对合并的数据集(GSE26966和GSE51618)进行加权基因共表达网络分析,以确定中心基因,然后将其与免疫相关的deg相交。最小绝对收缩、选择算子回归和支持向量机算法一致确定组织金属蛋白酶抑制剂1 (TIMP1)是一个关键的免疫相关侵袭基因。多组学验证证实了IPAs中TIMP1的显著下调。功能富集、单样本基因集富集分析、CIBERSORT和免疫检查点分析将TIMP1与巨噬细胞浸润和免疫调节联系起来。免疫组织化学和体外实验进一步证实TIMP1过表达抑制肿瘤细胞的增殖、侵袭和迁移。总的来说,这些发现表明TIMP1下调可能通过免疫失调促进IPA的进展。
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引用次数: 0
Computational methods for the analysis of long-read RNA-seq data 长读rna序列数据分析的计算方法
IF 3 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-17 DOI: 10.1016/j.ygeno.2025.111144
Kristina Santucci, Yuning Cheng, Si-Mei Xu, Michael Janitz
Advancements in the accuracy of long-read sequencing technologies and bioinformatic approaches have broadened the applications of RNA sequencing (RNA-seq). This review covers such developments across various aspects of genomics, transcriptomics, and proteomics, focussing on the discovery and characterisation of new genes, transcriptional isoforms, and proteins. This review also explores the different approaches to characterise transcript isoforms that transcribed from both annotated and unannotated novel genes, such as determining protein-coding potential, functional domains, and conserved regions. Finally, the long-read RNA-seq (lrRNA-seq) based approaches for analysing co-transcriptional and post-transcriptional events, such as alternative splicing, polyadenylation, and RNA modifications, are elaborated. Conflicting recommendations, limitations, and priorities for future research for such methods reported by previous studies are also addressed. Overall, this review intends to demonstrate how integrated analyses can be achieved with lrRNA-seq in various areas of molecular biology.
长读测序技术和生物信息学方法的准确性的提高,扩大了RNA测序(RNA-seq)的应用范围。这篇综述涵盖了基因组学、转录组学和蛋白质组学各个方面的发展,重点是新基因、转录异构体和蛋白质的发现和表征。这篇综述还探讨了不同的方法来表征从带注释和未带注释的新基因转录的转录异构体,如确定蛋白质编码电位、功能域和保守区域。最后,详细阐述了基于长读RNA-seq (lrRNA-seq)的方法,用于分析共转录和转录后事件,如选择性剪接、聚腺苷化和RNA修饰。本文还讨论了先前研究报告的这些方法的相互矛盾的建议、局限性和未来研究的优先事项。总之,这篇综述旨在展示如何利用lrna -seq在分子生物学的各个领域实现综合分析。
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引用次数: 0
Identification and analysis of long non-coding RNAs response to quinclorac stress in tobacco 烟草长链非编码rna对二氯丙酸胁迫响应的鉴定与分析。
IF 3 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-16 DOI: 10.1016/j.ygeno.2025.111143
Zefeng Li , Jing Lv , Zhong Wang , Feng Li , Shuaibin Wang , Xinxi He , Mingzhu Wu , Changbo Dai , Xin Xu , Xiaodong Xie , Yuhe Sun , Jun Yang , Zhaopeng Luo , Junping Gao
Quinclorac is a widely used herbicide known to inhibit tobacco growth, yet its molecular impact remains poorly understood. To elucidate tobacco's response mechanisms, we profiled long non-coding RNAs (lncRNAs) under quinclorac stress. A total of 1867 lncRNAs were identified, including 1337 novel transcripts. Differential expression analysis revealed 672 lncRNAs significantly altered by quinclorac treatment. Co-expression clustering grouped these into 20 distinct expression profiles. Target prediction indicated that 415 lncRNAs potentially regulate mRNAs via cis- and/or trans-acting interactions. Functional enrichment of their targets highlighted overrepresentation of photosynthesis and stress-response pathways. Moreover, we constructed regulatory networks linking lncRNAs to quinclorac-resistance–associated genes involved in hormone biosynthesis and signaling, molecular transport, and xenobiotic metabolism. These findings uncover a repertoire of lncRNAs responsive to quinclorac and suggest their roles in mediating herbicide tolerance in tobacco.
Quinclorac是一种广泛使用的除草剂,已知可以抑制烟草生长,但其分子影响仍然知之甚少。为了阐明烟草的应答机制,我们分析了长链非编码rna (lncRNAs)在四氯丙酸胁迫下的表达。共鉴定出1867个lncrna,包括1337个新转录本。差异表达分析显示,672个lncrna在喹洛酸处理后显著改变。共表达聚类将它们分为20个不同的表达谱。靶标预测表明,415种lncrna可能通过顺式和/或反式相互作用调控mrna。功能富集的目标突出了光合作用和应激反应途径的过度代表。此外,我们构建了连接lncrna与喹诺昔耐药相关基因的调控网络,这些基因参与激素生物合成和信号传导、分子运输和外源代谢。这些发现揭示了一系列对喹诺啉有反应的lncrna,并提示它们在介导烟草除草剂耐受性方面的作用。
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引用次数: 0
Genomic insights into dendrobine biosynthesis in the endophytic fungus Fusarium sp. DN689 内生真菌Fusarium sp. DN689中石斛碱生物合成的基因组学见解。
IF 3 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-16 DOI: 10.1016/j.ygeno.2025.111145
Nana Chen , Xinying Zhong , Hongwei Li , Yaxuan Wang , Linshan Tang , Guiyuan Shi , Delin Xu , Lin Li
Dendrobine is a bioactive sesquiterpene alkaloid from Dendrobium nobile with notable pharmacological properties, yet its sustainable production remains challenging. Here, we focused on an endophytic fungal isolate, Fusarium sp. DN689, from Dendrobium nobile and confirmed its capacity for consistent dendrobine production under liquid fermentation conditions. Whole genome sequencing and mining of DN689 identified 13 terpenoid biosynthetic gene clusters, including genes of the core mevalonate (MVA) pathway as well as downstream tailoring enzymes. Furthermore, quantitative PCR revealed that the expression of four candidate cyclase and oxidase genes was positively correlated with dendrobine accumulation. Among these, a sesquiterpene cyclase encoded by one candidate gene was identified as a key enzyme in the biosynthetic pathway. Collectively, this work provides the first genomic framework for fungal dendrobine biosynthesis, and lays a foundation for future metabolic engineering and sustainable production of this valuable compound.
石斛碱是一种来自石斛的生物活性倍半萜生物碱,具有显著的药理特性,但其可持续生产仍然具有挑战性。本研究以石斛内生真菌Fusarium sp. DN689为研究对象,验证了其在液体发酵条件下持续生产石斛碱的能力。DN689的全基因组测序和挖掘鉴定出13个萜类生物合成基因簇,包括核心甲羟戊酸(MVA)途径的基因以及下游裁剪酶的基因。此外,定量PCR结果显示,4个环化酶和氧化酶候选基因的表达与石斛碱积累呈正相关。其中,一个候选基因编码的倍半萜环化酶被确定为生物合成途径的关键酶。总的来说,这项工作为真菌石斛生物合成提供了第一个基因组框架,为未来的代谢工程和这种有价值的化合物的可持续生产奠定了基础。
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引用次数: 0
m6A-RNA epitranscriptomes regulate splicing and neuronal development in the Pacific oyster Crassostrea gigas m6A-RNA表转录组调控太平洋牡蛎长牡蛎的剪接和神经元发育。
IF 3 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-13 DOI: 10.1016/j.ygeno.2025.111142
Natacha Clairet , Hélène Auger , Roberto-Carlos Arredondo-Espinoza , Hugo Koechlin , Benoît Bernay , Lukas Manoury , Didier Goux , Guillaume Rivière
N6-adenosine RNA methylation (m6A) is a key regulator of gene expression during embryogenesis and neurogenesis in mammals and insects. However, its functional relevance remains unknown in lophotrochozoans like the Pacific oyster Crassostrea gigas, despite its association with developmental gene expression.
We treated oyster embryos with STM2457, a METTL3 methyltransferase-inhibitor. m6A-RNA reduction in treated embryos induced morphological alterations and 5-HT immunohistochemistry revealed impaired neuronal development. Transcriptome and proteome analyses indicated that m6A inhibition disturbs transcription and translation. Epitranscriptome sequencing showed that m6A inhibition increased transcript length by exon and intron retention, suggesting m6A-dependent recruitment of splicing factors at intron–exon boundaries.
Together, our results support an essential role for m6A in neural differentiation and development in the oyster by regulating alternative splicing. This study provides the first evidence of a functional role for m6A in lophotrochozoan development, providing new eco-evo-devo insights of epitranscriptomic processes.
n6 -腺苷RNA甲基化(m6A)是哺乳动物和昆虫胚胎发生和神经发生过程中基因表达的关键调控因子。然而,尽管它与发育性基因表达有关,但在像太平洋牡蛎长牡蛎这样的光栖动物中,其功能相关性仍然未知。我们用METTL3甲基转移酶抑制剂STM2457处理牡蛎胚胎。处理后的胚胎m6A-RNA减少导致形态学改变,5-HT免疫组化显示神经元发育受损。转录组学和蛋白质组学分析表明,抑制m6A会干扰转录和翻译。表转录组测序显示,m6A抑制通过外显子和内含子保留增加转录物长度,表明m6A依赖于剪接因子在内含子-外显子边界的招募。总之,我们的研究结果支持m6A通过调节选择性剪接在牡蛎神经分化和发育中的重要作用。这项研究首次证明了m6A在光合动物发育中的功能作用,为表观转录组学过程提供了新的生态-进化-发展见解。
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引用次数: 0
Transcriptional changes in Tibetan pig ovaries and spleen during gestation
IF 3 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-13 DOI: 10.1016/j.ygeno.2025.111141
Dongbin Zheng , Yihui Liu , Changjiu Dai , Hongyu Chen , Chao A , Pengliang Liu , Yongliang Fan , Yiren Gu , Xun Wang , Mingzhou Li , Long Jin
The Tibetan pig, as a typical highland breed, has a higher newborn-to-sow weight ratio than low-altitude breeds, which may be associated with better offspring survival in high-altitude environments. This suggests Tibetan pigs need a healthier physiological state during gestation. Understanding physiological changes during pregnancy is thus crucial for improving their reproductive performance. The ovaries secrete pregnancy-related hormones, while the spleen regulates immunity as a key immune organ. Both are vital for maintaining maternal health, yet their physiological changes during pregnancy in Tibetan pigs remain unclear. This study compared the transcriptome changes of the ovaries and spleens in non-pregnant and pregnant Tibetan pigs. The ovaries showed more pronounced transcriptional changes, with 757 differentially expressed PCGs (466 upregulated, e.g., ISM1, PRKAA2, STAR, CEBPB; 291 downregulated, e.g., BMP15, MOS) and 53 differentially expressed lncRNAs (34 upregulated, 19 downregulated). In the spleen, 229 PCGs were differentially expressed (76 upregulated, e.g., ISM1, PRKAA2, ESR1, CXCL8; 153 downregulated, e.g., NFATC4), along with 14 differentially expressed lncRNAs (5 upregulated, 9 downregulated). Functional analysis revealed enhanced ovarian hormone synthesis and suppressed oocyte activity, alongside reduced splenic inflammation during pregnancy. Notably, both organs showed increased lipid metabolism, and inflammation-related pathways were activated in the ovaries. Key candidate genes and regulatory factors potentially involved in pregnancy-related changes were also predicted. Overall, this study highlights transcriptional shifts in Tibetan pig ovaries and spleens during pregnancy, offering insights into plateau animal reproduction and strategies to improve Tibetan pig fertility.
因此,了解怀孕期间的生理变化对提高她们的生殖能力至关重要。卵巢分泌与妊娠有关的激素,而脾脏作为关键的免疫器官调节免疫。卵巢的转录变化更为明显,有757个差异表达的PCGs(上调466个,如ISM1、PRKAA2、STAR、CEBPB;下调291个,如BMP15、MOS)和53个差异表达的lncrna(上调34个,下调19个)。在脾脏中,229个PCGs差异表达(76个上调,如ISM1、PRKAA2、ESR1、CXCL8; 153个下调,如NFATC4), 14个lncrna差异表达(5个上调,9个下调)。功能分析显示,妊娠期间卵巢激素合成增强,卵母细胞活性抑制,脾脏炎症减少。值得注意的是,这两个器官都显示出脂质代谢增加,卵巢中的炎症相关途径被激活。关键的候选基因和调控因子可能涉及妊娠相关的变化也进行了预测。
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引用次数: 0
The role of transforming growth factor alpha in mediating the malignant transformation of human lung epithelial cells induced by single-walled carbon nanotubes and its role in the progression of non-small cell lung cancer 转化生长因子α在单壁碳纳米管诱导人肺上皮细胞恶性转化中的作用及其在非小细胞肺癌进展中的作用
IF 3 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-11 DOI: 10.1016/j.ygeno.2025.111137
Jun Wang , Yishuang Cui , Yexuan Liu , Yanlei Ge , Weinan Yao , Junqing Gan , Yanna Bi , Guogui Sun
Single-walled carbon nanotubes (SWCNT), as emerging nanomaterials, possess unclear potential carcinogenic mechanisms. This study established a model of malignant transformation using human lung epithelial cells chronically treated with SWCNT, and applied integrated multi-omics analysis to identify key regulatory factors.
Chronic exposure to SWCNT promoted cellular growth, motility, invasive potential, and oncogenic capacity, and activated the PI3K/AKT pathway, facilitating malignant transformation of the cells. Among the upregulated genes, Transforming Growth Factor Alpha (TGFA) was identified as a core regulatory factor. It was significantly overexpressed in malignant transformed cells, lung cancer cells of the non-small cell type (NSCLC), and patient-derived cancer tissues. Further investigation revealed that high TGFA expression was closely associated with poor prognosis and an immune-suppressive microenvironment in patients with lung adenocarcinoma and squamous cell carcinoma. Knockdown of TGFA inhibited the epithelial-mesenchymal transition (EMT) process and the activation of the PI3K/AKT signaling pathway, significantly weakening the malignant phenotype of the cells. Additionally, drug sensitivity analysis suggested that TGFA might be involved in regulating drug responses. In conclusion, TGFA functions as an essential regulator in the carcinogenic effects of SWCNT and holds potential diagnostic, prognostic, and therapeutic value for NSCLC.
单壁碳纳米管(SWCNT)作为新兴的纳米材料,其潜在的致癌机制尚不清楚。本研究利用SWCNT长期治疗的人肺上皮细胞建立了恶性转化模型,并应用综合多组学分析鉴定关键调控因子。长期暴露于swcnts可促进细胞生长、运动、侵袭潜能和致癌能力,并激活PI3K/AKT通路,促进细胞的恶性转化。在上调基因中,转化生长因子α (TGFA)被确定为核心调控因子。它在恶性转化细胞、非小细胞型肺癌细胞(NSCLC)和患者来源的癌症组织中显著过表达。进一步研究发现,TGFA高表达与肺腺癌和鳞状细胞癌患者预后不良和免疫抑制微环境密切相关。TGFA的下调抑制了上皮-间质转化(epithelial-mesenchymal transition, EMT)过程和PI3K/AKT信号通路的激活,显著减弱了细胞的恶性表型。此外,药物敏感性分析表明TGFA可能参与调节药物反应。总之,TGFA在SWCNT的致癌作用中起着重要的调节作用,对非小细胞肺癌具有潜在的诊断、预后和治疗价值。
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引用次数: 0
Genomic insights into young stock survival in Danish Jersey cattle: A breed-specific QTL on chromosome 10 and its regulatory potential 丹麦泽西牛幼畜存活的基因组分析:10号染色体上的一个品种特异性QTL及其调控潜力。
IF 3 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-10-10 DOI: 10.1016/j.ygeno.2025.111134
Zhonghao Bai , Wei Chen , Zexi Cai , Goutam Sahana
Calf mortality during the rearing period is a major concern for dairy producers, impacting both profitability and animal welfare. A genome-wide association analysis of young stock survival (YSS) in Jersey cattle using whole-genome sequence variants identified a major QTL on chromosome 10 influencing survival at an early age. Within the QTL region, 27 variants were segregated in Jersey cattle but not in Holstein, suggesting a Jersey breed-specific locus associated with calf mortality. A strong colocalization signals were observed in lymph nodes between eQTL signals and five candidate variants. Gene-based association analysis identified several candidate genes. Comparison with Bos taurus assemblies revealed a 2 Mb gap region (BTA10:22499414–24,826,764), within which a 1 Mb segment remained unaligned to the Jersey-specific assembly, resulting in the absence of four lncRNA genes. Candidate genetic variants can be utilized in genetic selection to lower calf mortality to improve herd health in Jersey cattle.
犊牛在饲养期间的死亡率是乳品生产者关注的主要问题,影响着盈利能力和动物福利。利用全基因组序列变异对泽西牛幼畜存活率(YSS)进行全基因组关联分析,发现10号染色体上一个影响早期存活率的主要QTL。在QTL区域内,27个变异在泽西牛中分离,而在荷斯坦牛中未分离,这表明泽西牛品种特异性位点与小牛死亡率相关。在淋巴结中观察到eQTL信号与5个候选变异之间存在强烈的共定位信号。基于基因的关联分析确定了几个候选基因。与Bos taurus的片段比较发现了一个2 Mb的缺口区(BTA10:22499414-24,826,764),其中1 Mb的片段与jersey特有的片段不一致,导致4个lncRNA基因缺失。候选遗传变异可用于遗传选择,以降低小牛死亡率,改善泽西牛的群体健康。
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引用次数: 0
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