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Transcriptome and metabolome revealed the effects of hypoxic environment on ovarian development of Tibetan sheep. 转录组学和代谢组学揭示了缺氧环境对藏羊卵巢发育的影响。
IF 3.4 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-01-01 Epub Date: 2024-12-03 DOI: 10.1016/j.ygeno.2024.110973
Dan Zhang, Chao Yuan, Xuejiao An, Tingting Guo, Zengkui Lu, Jianbin Liu

Many studies on the adaptability of Tibetan sheep to hypoxia have been reported, but little attention has been paid to the reproduction of Tibetan sheep living at an altitude of more than 4000 m. In this study, the ovaries of Alpine Merino sheep (AM) living in middle-high altitude areas (2500 m) and the ovaries of Gangba Tibetan sheep (GB) and Huoba Tibetan sheep (HB) living in ultra-high altitude areas (4400 m or more) were collected. Through morphological, transcriptomics and metabolomics, the effects of ultra-high altitude areas on Tibetan sheep ovarian development and the molecular mechanism of sheep's adaptability to ultra-high altitude environment were explored. The results showed that the number of granulosa cells in AM was significantly higher than that in GB and HB. The transcriptome revealed several genes related to follicular development, such as DAPL1, IGFBP1, C5, GPR12, STRA6, BMPER, etc., which were mainly enriched in related pathways such as cell growth and development. Through metabolomics analysis, it was found that the differential metabolites between the three groups of sheep were mainly lipids and lipid-like small molecules, such as Glycerol 3-Phosphate, PC (16: 0 / 18: 3 (9Z, 12Z, 15Z)), mainly enriched in lipid metabolism and other related pathways. The results of combined analysis showed that Tryptophan metabolism and Steroid hormone biosynthesis may have a significant effect on Tibetan sheep follicular development. Some genes (including HSD17B7, CYP11A1, CYP19, HSD3B1, CYP17, etc.) and some metabolites (including Cortisone, 2-Methoxyestrone, etc.) are enriched in these pathways, regulating ovarian and follicular development by affecting estrogen, progesterone, etc.. The results further revealed the molecular mechanism of Tibetan sheep to adapt to the ultra-high altitude environment and maintain normal ovarian and follicular development through the regulation of genes and metabolites.

关于藏羊对缺氧适应性的研究已有很多报道,但对海拔4000 m以上的藏羊的繁殖研究却很少。本研究采集了生活在中高海拔地区(2500 m)的高山美利奴羊(AM)的卵巢,以及生活在超高海拔地区(4400 m及以上)的岗巴藏羊(GB)和火巴藏羊(HB)的卵巢。通过形态学、转录组学和代谢组学研究,探讨超高海拔地区对藏羊卵巢发育的影响,以及对超高海拔环境适应的分子机制。结果表明,AM组颗粒细胞数量明显高于GB组和HB组。转录组揭示了几个与卵泡发育相关的基因,如DAPL1、IGFBP1、C5、GPR12、STRA6、BMPER等,这些基因主要富集在细胞生长发育等相关通路中。通过代谢组学分析发现,三组绵羊的差异代谢物主要是脂质和类脂小分子,如甘油3-磷酸、PC (16:0 / 18:3 (9Z、12Z、15Z))等,主要富集于脂质代谢等相关途径。综合分析结果表明,色氨酸代谢和类固醇激素的生物合成可能对藏羊卵泡发育有显著影响。一些基因(包括HSD17B7、CYP11A1、CYP19、HSD3B1、CYP17等)和一些代谢物(包括可的松、2-甲氧基酮等)在这些通路中富集,通过影响雌激素、孕激素等调节卵巢和卵泡发育。结果进一步揭示了藏羊通过基因和代谢物调控适应超高海拔环境,维持卵巢和卵泡正常发育的分子机制。
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引用次数: 0
SlAN2 overexpression improves cold resistance in tomato (Solanum lycopersicum L.) by regulating glycolysis and ascorbic acid metabolism. 通过调节糖酵解和抗坏血酸代谢,过表达 SlAN2 可提高番茄(Solanum lycopersicum L.)的抗寒性。
IF 3.4 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-01-01 Epub Date: 2024-12-12 DOI: 10.1016/j.ygeno.2024.110978
Minghui Ye, Deying Wang, Ruixin Li, Kunyang Zhuang, Hongjiao Wang, Xinyin Cao, Tengfei Qin, Hengjia Zhang, Shangjing Guo, Bingjie Wu

Chilling stress seriously affects the growth and yield of tomato. Anthocyanin is a typical chilling-induced metabolite with strong antioxidant activity and photoprotective capacity. Here, we found that anthocyanin was also involved in ascorbic acid biosynthesis and glycolysis under chilling stress. SlAN2 is an important positive gene in anthocyanin biosynthesis. The results of physiological indicators showed that SlAN2 overexpression lines (A189) had a greater ability to tolerate cold stress than wild-type (WT) plants. Conjoint analysis of transcriptomics and metabonomics of A189 lines and WT plants was used to analyze the metabolic difference and the cold resistance mechanisms caused by anthocyanin under chilling stress. The anthocyanin accumulated more in A189 than that in WT under chilling stress at 4 °C for 24 h, which led to hexoses and ascorbic acid increased significantly. Results indicate that SlAN2 overexpression reduces the expression of key enzyme genes in glycolytic pathway such as phosphofructokinase (PFK) and pyruvate kinase (PK) genes, weakens glycolysis ability, and promotes accumulation of hexoses in A189 lines at 4 °C for 24 h compared with wild lines. Additionally, ascorbic acid content is increased by up-regulated the genes of ascorbate peroxidase (APX) and dehydroascorbate reductase (DHAR). The increased hexose content can reduce cell osmotic potential, freezing point and synthesize more ascorbic acid, while the increased ascorbic acid content can enhance the ability to scavenge reactive oxygen species, so improves the cold resistance of tomato. The glycolysis and ascorbic acid metabolism pathway mediated by SlAN2 provides a new insight for the molecular mechanism of anthocyanins in improving the cold resistance of tomato and provides a new theoretical basis for cultivating new cold-tolerant tomato varieties.

寒冷胁迫严重影响番茄的生长和产量。花青素是一种典型的冷胁迫诱导代谢产物,具有很强的抗氧化活性和光保护能力。在这里,我们发现花青素还参与了冷胁迫下抗坏血酸的生物合成和糖酵解。SlAN2 是花青素生物合成过程中的一个重要阳性基因。生理指标结果表明,SlAN2过表达株系(A189)比野生型(WT)植株具有更强的耐寒胁迫能力。通过对A189株系和WT株系的转录组学和代谢组学的联合分析,分析了寒冷胁迫下花青素引起的代谢差异和抗寒机制。结果表明,在4 °C的寒冷胁迫下24 h,A189株系的花青素积累高于WT株系,导致己糖和抗坏血酸显著增加。结果表明,与野生品系相比,SlAN2 过表达会降低糖酵解途径中关键酶基因(如磷酸果糖激酶(PFK)和丙酮酸激酶(PK)基因)的表达量,削弱糖酵解能力,并促进 A189 品系在 4 ℃ 胁迫 24 小时后己糖的积累。此外,抗坏血酸过氧化物酶(APX)和脱氢抗坏血酸还原酶(DHAR)基因的上调也增加了抗坏血酸的含量。己糖含量的增加可降低细胞渗透势和冰点,合成更多的抗坏血酸,而抗坏血酸含量的增加可增强清除活性氧的能力,从而提高番茄的抗寒性。SlAN2 介导的糖酵解和抗坏血酸代谢途径为花青素提高番茄抗寒性的分子机制提供了新的认识,为培育耐寒番茄新品种提供了新的理论依据。
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引用次数: 0
Genomic regions associated with Holstein heifer times bred to artificial insemination and embryo transfer services. 与人工授精和胚胎移植服务的荷斯坦小母牛繁殖时间相关的基因组区域。
IF 3.4 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-01-01 Epub Date: 2024-12-02 DOI: 10.1016/j.ygeno.2024.110972
Victoria Kelson, Jennifer Kiser, Kimberly Davenport, Emaly Suarez, Brenda Murdoch, Holly Neibergs

This study aimed to identify loci (p < 1 × 10-5) and gene sets (normalized enrichment score (NES) ≥ 3.0) associated with the number of times a heifer is bred to attain a successful pregnancy (TBRD) for Holstein heifers bred by artificial insemination (AI, n = 2754) or that were embryo transfer (ET, n = 1566) recipients. Eight loci were associated (p < 1 × 10-5) with TBRD in AI bred heifers and four loci were associated with TBRD in ET recipients. The gene set enrichment analysis with SNP data identified one gene set enriched (NES ≥ 3.0) with TBRD in AI bred heifers and two gene sets that were enriched with TBRD in ET recipients. The estimated pseudo-heritability for times bred to AI was 0.063 and 0.043 for ET. The identification of loci associated with embryonic loss aids in the selection of Holstein heifers with higher reproductive efficiencies that are AI bred or that are ET recipients.

本研究旨在确定人工授精(AI, n = 2754)或胚胎移植(ET, n = 1566)受体荷斯坦小母牛成功妊娠次数(TBRD)相关的基因座(p -5)和基因集(归一化富集评分(NES) ≥ 3.0)。8个基因座与人工授精母牛的TBRD相关(p -5),4个基因座与ET受体的TBRD相关。利用SNP数据对基因集进行富集分析,发现人工智能犊牛中有1个基因集富集TBRD (NES ≥ 3.0),ET受体中有2个基因集富集TBRD。人工授精和体外授精的拟遗传率分别为0.063和0.043。鉴定与胚胎丢失相关的基因位点有助于选择人工授精或体外授精的繁殖效率更高的荷斯坦小母牛。
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引用次数: 0
Retraction notice to "LncRNA HOTAIR regulates the expression of E-cadherin to affect nasopharyngeal carcinoma progression by recruiting histone methylase EZH2 to mediate H3K27 trimethylation" [Genomics Volume 113, Issue 4, July 2021, Pages 2276-2289]. LncRNA HOTAIR通过招募组蛋白甲基化酶EZH2介导H3K27三甲基化,调节E-cadherin的表达以影响鼻咽癌的进展》的撤稿通知[《基因组学》第113卷第4期,2021年7月,第2276-2289页]。
IF 3.4 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-01-01 Epub Date: 2024-11-22 DOI: 10.1016/j.ygeno.2024.110939
Feng-Lian Yang, Yu-Xia Wei, Bi-Yun Liao, Gui-Jiang Wei, Hai-Mei Qin, Xiao-Xia Pang, Jun-Li Wang
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引用次数: 0
Identification of CCR7 as a potential biomarker in polycystic ovary syndrome through transcriptome sequencing and integrated bioinformatics. 通过转录组测序和综合生物信息学鉴定CCR7作为多囊卵巢综合征的潜在生物标志物
IF 3.4 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-01-01 Epub Date: 2024-11-27 DOI: 10.1016/j.ygeno.2024.110968
Zuwei Yang, Chengliang Zhou, Li Jin, Jiexue Pan

Polycystic ovary syndrome (PCOS) is a prevalent endocrine disorder, yet its mechanisms remain elusive. This study employed transcriptome sequencing on granulosa cells from 5 PCOS women and 5 controls, followed by bioinformatic analyses. We identified 684 mRNAs and 167 lncRNAs with significant differential expression. Gene Ontology and KEGG analyses highlighted enrichment in immune and inflammatory responses among these genes. Through CytoHubba plug-in and three machine learning algorithms, CCR7 was identified as the hub gene of PCOS, further validated through analysis of GSE65746, GSE34526 and a cohort of eighty subjects (40 PCOS and 40 controls). Furthermore, a competing endogenous RNA network targeting CCR7 was constructed. Immune infiltration analysis unveiled a significant decrease in monocyte infiltration in PCOS women, with CCR7 expression positively correlated to naïve B cells. Our findings suggest CCR7 and related molecules play a crucial role in the pathogenesis of PCOS, potentially serving as biomarkers for the disorder.

多囊卵巢综合征(PCOS)是一种常见的内分泌疾病,其发病机制尚不明确。本研究对5名PCOS女性和5名对照组的颗粒细胞进行转录组测序,然后进行生物信息学分析。我们鉴定出684种mrna和167种lncrna具有显著的差异表达。基因本体和KEGG分析强调了这些基因在免疫和炎症反应中的富集。通过CytoHubba插件和三种机器学习算法,CCR7被确定为PCOS的枢纽基因,并通过分析GSE65746、GSE34526和80名PCOS受试者(40名PCOS患者和40名对照组)进一步验证。此外,构建了一个以CCR7为靶点的竞争性内源性RNA网络。免疫浸润分析显示PCOS女性单核细胞浸润显著减少,CCR7表达与naïve B细胞呈正相关。我们的研究结果表明,CCR7及相关分子在多囊卵巢综合征的发病机制中起着至关重要的作用,可能作为多囊卵巢综合征的生物标志物。
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引用次数: 0
A chromosome-level genome of Lobelia seguinii provides insights into the evolution of Campanulaceae and the lobeline biosynthesis. 对半边莲染色体水平基因组的研究,为了解半边莲科植物的进化和半边莲的生物合成提供了新的思路。
IF 3.4 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-01-01 Epub Date: 2024-12-14 DOI: 10.1016/j.ygeno.2024.110979
Na Zhang, Puguang Zhao, Wenda Zhang, Huiying Wang, Kaixuan Wang, Xiangyu Wang, Zhanjiang Zhang, Ninghua Tan, Lingyun Chen

Lobelia seguinii is a plant with great ecological and medicinal value and belongs to Campanulaceae. Lobelia contains lobeline, a well-known compound used to treat respiratory diseases. Nevertheless, lobeline biosynthesis needs further exploration. Moreover, whole-genome duplication (WGD) and karyotype evolution within Campanulaceae still need to be better understood. In this study, we obtained a chromosome-level genome of L. seguinii with a size of 1.4 Gb and 38253 protein-coding genes. Analyses revealed two WGDs within Campanulaceae, one at the most recent common ancestor (MRCA) of Campanula and Adenophora, and another at the MRCA of Lobelioideae. Analyses further revealed that the karyotype of Platycodon grandiflorus represents the ancient type within Asterales. We proposed eight enzymes involved in the lobeline biosynthesis pathway of L. seguinii. Molecular cloning and heterologous expression of phenylalanine ammonia-lyase (PAL), a candidate enzyme involved in the first step of lobeline biosynthesis, verified its function to catalyze the deamination of phenylalanine to cinnamic acid. This study sheds light on the evolution of Campanulaceae and lobeline biosynthesis.

Lobelia seguinii 是一种具有重要生态和药用价值的植物,属于凌霄花科。龙须菜含有龙须菜碱,这是一种用于治疗呼吸道疾病的著名化合物。然而,龙脑香碱的生物合成还需要进一步探索。此外,人们还需要更好地了解凌霄花科植物的全基因组复制(WGD)和核型演化。在这项研究中,我们获得了一个染色体组水平的 L. seguinii 基因组,大小为 1.4 Gb,包含 38,253 个蛋白编码基因。分析表明,在凌霄花科(Campanulaceae)中存在两个WGD,一个位于凌霄花科和Adenophora科的最近共同祖先(MRCA)处,另一个位于Lobelioideae科的最近共同祖先(MRCA)处。分析进一步表明,桔梗的核型代表了菊科植物中的古老类型。我们提出了参与L. seguinii小叶碱生物合成途径的八种酶。苯丙氨酸氨解酶(PAL)是参与小叶碱生物合成第一步的候选酶,其分子克隆和异源表达验证了其催化苯丙氨酸脱氨为肉桂酸的功能。这项研究揭示了钟乳石科植物和龙脑香脂生物合成的进化过程。
{"title":"A chromosome-level genome of Lobelia seguinii provides insights into the evolution of Campanulaceae and the lobeline biosynthesis.","authors":"Na Zhang, Puguang Zhao, Wenda Zhang, Huiying Wang, Kaixuan Wang, Xiangyu Wang, Zhanjiang Zhang, Ninghua Tan, Lingyun Chen","doi":"10.1016/j.ygeno.2024.110979","DOIUrl":"10.1016/j.ygeno.2024.110979","url":null,"abstract":"<p><p>Lobelia seguinii is a plant with great ecological and medicinal value and belongs to Campanulaceae. Lobelia contains lobeline, a well-known compound used to treat respiratory diseases. Nevertheless, lobeline biosynthesis needs further exploration. Moreover, whole-genome duplication (WGD) and karyotype evolution within Campanulaceae still need to be better understood. In this study, we obtained a chromosome-level genome of L. seguinii with a size of 1.4 Gb and 38253 protein-coding genes. Analyses revealed two WGDs within Campanulaceae, one at the most recent common ancestor (MRCA) of Campanula and Adenophora, and another at the MRCA of Lobelioideae. Analyses further revealed that the karyotype of Platycodon grandiflorus represents the ancient type within Asterales. We proposed eight enzymes involved in the lobeline biosynthesis pathway of L. seguinii. Molecular cloning and heterologous expression of phenylalanine ammonia-lyase (PAL), a candidate enzyme involved in the first step of lobeline biosynthesis, verified its function to catalyze the deamination of phenylalanine to cinnamic acid. This study sheds light on the evolution of Campanulaceae and lobeline biosynthesis.</p>","PeriodicalId":12521,"journal":{"name":"Genomics","volume":" ","pages":"110979"},"PeriodicalIF":3.4,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142828056","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Single-cell RNA sequencing unveils dynamic transcriptional profiles during the process of donkey spermatogenesis and maturation. 单细胞RNA测序揭示了驴精子发生和成熟过程中的动态转录谱。
IF 3.4 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-01-01 Epub Date: 2024-12-16 DOI: 10.1016/j.ygeno.2024.110974
Yadan Jin, Fangdi Zhang, Ruixue Ma, Jingya Xing, Min Wang, Yujiang Sun, Guoliang Zhang

Introduction: With the increasing demand for donkey production, there has been a growing focus on the breeding of donkeys. However, our current understanding of the mechanisms underlying spermatogenesis and maturation in donkeys during reproduction remains limited.

Objectives: This study is to provide a comprehensive single-cell landscape analysis of spermatogenesis and maturation in donkeys.

Methods: In this study, we employed single-cell RNA sequencing to investigate cell composition, gene expression patterns, and regulatory roles during spermatogenesis and maturation in donkeys.

Results: The expression patterns of CDK1, CETN3, and UBE2J1 were found to be indicative of specific germ cells during donkey spermatogenesis. Additionally, the DEFB121, ELSPBP1, and NPC2 genes were specifically identified in the principal cells of the donkey epididymis.

Conclusions: We performed single-cell RNA sequencing to analyze the cellular composition and spatial distribution of donkey testis and epididymis, thereby generating comprehensive transcriptional atlases at the single-cell resolution.

随着对驴生产需求的增加,人们越来越关注驴的繁殖。然而,我们目前对驴生殖过程中精子发生和成熟的机制的理解仍然有限。目的:本研究旨在对毛驴精子发生和成熟过程进行全面的单细胞景观分析。方法:在本研究中,我们采用单细胞RNA测序来研究驴精子发生和成熟过程中的细胞组成、基因表达模式和调控作用。结果:CDK1、CETN3和UBE2J1的表达模式可指示驴精子发生过程中特定的生殖细胞。此外,在驴附睾主细胞中特异性鉴定出DEFB121、ELSPBP1和NPC2基因。结论:我们通过单细胞RNA测序分析了驴睾丸和附睾的细胞组成和空间分布,从而获得了单细胞分辨率的综合转录图谱。
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引用次数: 0
Purslane (Portulaca oleracea L.) polysaccharide attenuates carbon tetrachloride-induced acute liver injury by modulating the gut microbiota in mice. 马齿苋多糖通过调节小鼠肠道菌群减轻四氯化碳诱导的急性肝损伤。
IF 3.4 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-01-01 Epub Date: 2024-12-28 DOI: 10.1016/j.ygeno.2024.110983
Jiahui Li, Yuyang Chen, Shuang Zhang, Yuehan Zhao, Demeng Gao, Jiaying Xing, YuYan Cao, Guangyu Xu

This study investigated the preventive and protective effects of Portulaca oleracea polysaccharides (PP) on Acute liver injury (ALI) in mice and its regulatory effects on intestinal microorganisms, and explored the underlying protective mechanisms. Initially, PP was administered, and then CCl4 was used to induce the mouse ALI model. Serum and liver markers were measured by ELISA. The fecal microbiota was analyzed by 16S rRNA sequencing. The results showed that PP significantly decreased the expression levels of ALT and AST in the serum of mice. The expression levels of MDA, TNF-α, and IL-6 in liver tissue were found to be reduced, while the levels of GSH and SOD increased. At the same time, PP increased the number of Bacteroides, reduced the number of Proteobacteria, activated the GAG degradation pathway, protected the integrity of the intestinal barrier, inhibited oxidative stress and reduced inflammation, thereby assisting the prevention and protection of ALI.

本研究探讨马齿苋多糖(PP)对小鼠急性肝损伤(ALI)的预防和保护作用及其对肠道微生物的调节作用,并探讨其保护机制。先给药PP,再用CCl4诱导小鼠ALI模型。采用ELISA法测定血清和肝脏标志物。采用16S rRNA测序分析粪便微生物群。结果表明,PP可显著降低小鼠血清中ALT和AST的表达水平。肝组织中MDA、TNF-α、IL-6表达降低,GSH、SOD表达升高。同时,PP增加拟杆菌(Bacteroides)数量,减少变形杆菌(Proteobacteria)数量,激活GAG降解途径,保护肠道屏障完整性,抑制氧化应激,减轻炎症,从而协助预防和保护ALI。
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引用次数: 0
Tissue-specific chromatin accessibility and transcriptional regulation in maize cold stress response. 玉米冷胁迫响应中组织特异性染色质可及性和转录调控。
IF 3.4 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-01-01 Epub Date: 2024-12-17 DOI: 10.1016/j.ygeno.2024.110981
Jinlei Han, Yan Dai, Jialiang Zhou, Jingjing Tian, Qi Chen, Xiaobing Kou, Ghulam Raza, Baohong Zhang, Kai Wang

Maize, a vital crop globally, faces significant yield losses due to its sensitivity to cold stress, especially in temperate regions. Understanding the molecular mechanisms governing maize response to cold stress is crucial for developing strategies to enhance cold tolerance. However, the precise chromatin-level regulatory mechanisms involved remain largely unknown. In this study, we employed DNase-seq and RNA-seq techniques to investigate chromatin accessibility and gene expression changes in maize root, stem, and leaf tissues subjected to cold treatment. We discovered widespread changes in chromatin accessibility and gene expression across these tissues, with strong tissue specificity. Cold stress-induced DNase I hypersensitive sites (coiDHSs) were associated with differentially expressed genes, suggesting a direct link between chromatin accessibility and gene regulation under cold stress. Motif enrichment analysis identified ERF transcription factors (TFs) as central regulators conserved across tissues, with ERF5 emerging as pivotal in the cold response regulatory network. Additionally, TF co-localization analysis highlighted six TF pairs (ERF115-SHN3, ERF9-LEP, ERF7-SHN3, LEP-SHN3, LOB-SHN3, and AS2-LOB) conserved across tissues but showing tissue-specific binding preferences. These findings indicate intricate regulatory networks in maize cold response. Overall, our study provides insights into the chromatin-level regulatory mechanisms underpinning maize adaptive response to cold stress, offering potential targets for enhancing cold tolerance in agricultural contexts.

玉米是一种全球重要作物,由于对冷胁迫的敏感性,特别是在温带地区,玉米面临着重大的产量损失。了解控制玉米对冷胁迫反应的分子机制对于制定增强抗寒性的策略至关重要。然而,所涉及的染色质水平的精确调节机制在很大程度上仍然未知。在这项研究中,我们采用dna -seq和RNA-seq技术研究了低温处理下玉米根、茎和叶组织的染色质可及性和基因表达变化。我们发现这些组织中染色质可及性和基因表达的广泛变化,具有很强的组织特异性。冷胁迫诱导的dna酶I超敏感位点(coiDHSs)与差异表达基因相关,表明冷胁迫下染色质可及性与基因调控之间存在直接联系。Motif富集分析发现ERF转录因子(TFs)是跨组织保守的中央调控因子,ERF5在冷反应调控网络中起关键作用。此外,TF共定位分析强调了六个TF对(ERF115-SHN3、ERF9-LEP、ERF7-SHN3、LEP-SHN3、LOB-SHN3和AS2-LOB)在组织中保守,但表现出组织特异性的结合偏好。这些发现表明玉米冷响应的调控网络错综复杂。总的来说,我们的研究提供了染色质水平调控机制的见解,支持玉米对冷胁迫的适应性反应,为提高农业环境中的耐寒性提供了潜在的靶点。
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引用次数: 0
Multiomics identification of programmed cell death-related characteristics for nonobstructive azoospermia based on a 675-combination machine learning computational framework. 基于675组合机器学习计算框架的非阻塞性无精子症程序性细胞死亡相关特征的多组学鉴定。
IF 3.4 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-01-01 Epub Date: 2024-12-09 DOI: 10.1016/j.ygeno.2024.110977
Shuqiang Huang, Cuiyu Tan, Wanru Chen, Tongtong Zhang, Liying Xu, Zhihong Li, Miaoqi Chen, Xiaojun Yuan, Cairong Chen, Qiuxia Yan

Background: Abnormal programmed cell death (PCD) plays a central role in spermatogenic dysfunction. However, the molecular mechanisms and biomarkers of PCD in patients with nonobstructive azoospermia (NOA) remain unclear.

Methods: The genetic conditions of NOA patients were analysed using bulk transcriptomic, single-cell transcriptomic, single nucleotide polymorphism (SNP), and clinical data from multiple centres. A total of 675 machine learning methods were applied to construct models from 12 different PCDs and to screen for distinctive genes. A new PCDscore system was created to measure the degree of PCD in patients. Using the NOA mouse model, TUNEL, qRT-PCR, Western blotting, and immunohistochemistry (IHC) were utilized to validate the PCD status in NOA testes and the expression levels of hub PCD-related genes (PCDRGs). Mouse testicular samples were used for sequencing of the whole transcriptome. The sequencing results were used to evaluate the correlation between PCD scores and expression of hub genes.

Results: A PCDscore system was built using 12 characteristic PCDRGs chosen by machine learning. PCD scores correlated with gene interaction and immune activity changes. Leydig, Sertoli, and T cells were prominent in cell interactions with PCDscore changes. PCDscore in the NOA mouse testis was increased. Among the 12 PCDRGs, BCL2L14, GGA1, GPX4, PHKG2, and SLC39A8 were strongly linked to spermatogenesis. BCL2L14, GGA1, GPX4, and PHKG2 strongly correlated with PCD statuses. The changes in the expression of these genes may be due to the effects of SNPs, which may lead to the male reproductive system disorders.

Conclusions: Our study provides new insights into PCD-related mechanisms in NOA patients via multiomics and proposes reliable models for the diagnosis of NOA via the use of PCD biomarkers. A deeper understanding of these mechanisms may aid in the clinical diagnosis and treatment of NOA.

背景:异常程序性细胞死亡(PCD)在生精功能障碍中起核心作用。然而,PCD在非阻塞性无精子症(NOA)患者中的分子机制和生物标志物尚不清楚。方法:利用大量转录组学、单细胞转录组学、单核苷酸多态性(SNP)和多个中心的临床资料分析NOA患者的遗传状况。总共使用了675种机器学习方法来构建来自12种不同PCDs的模型,并筛选独特的基因。建立了一种新的PCDscore系统来衡量患者的PCD程度。采用NOA小鼠模型,采用TUNEL、qRT-PCR、Western blotting和免疫组化(IHC)技术验证NOA睾丸PCD状态和中枢PCD相关基因(PCDRGs)的表达水平。小鼠睾丸样本用于整个转录组的测序。测序结果用于评估PCD评分与枢纽基因表达之间的相关性。结果:利用机器学习选择的12个特征pcdrg构建PCDscore系统。PCD评分与基因相互作用和免疫活性变化相关。间质细胞、支持细胞和T细胞在与PCDscore变化的细胞相互作用中表现突出。NOA小鼠睾丸PCDscore升高。在12个PCDRGs中,BCL2L14、GGA1、GPX4、PHKG2和SLC39A8与精子发生密切相关。BCL2L14、GGA1、GPX4和PHKG2与PCD状态密切相关。这些基因的表达变化可能是由于snp的影响,从而导致男性生殖系统功能紊乱。结论:我们的研究通过多组学为NOA患者PCD相关机制提供了新的见解,并通过PCD生物标志物的使用为NOA的诊断提供了可靠的模型。对这些机制的深入了解可能有助于NOA的临床诊断和治疗。
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引用次数: 0
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Genomics
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