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Identification of cross-talk pathways and PANoptosis-related genes in periodontitis and atherosclerosis by bioinformatics analysis and machine learning 通过生物信息学分析和机器学习鉴定牙周炎和动脉粥样硬化的串音通路和panoptosis相关基因
IF 3 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-11-01 Epub Date: 2025-09-10 DOI: 10.1016/j.ygeno.2025.111106
Nan Yang , Shiqun Sun , Xiantao Chen , Tongtong Yan , Nan Gu , Zhihui Liu

Background and objectives

Periodontitis(PD) is a chronic inflammatory disease that poses a serious threat to oral health and is one of the risk factors for atherosclerosis(AS). A growing body of evidence suggests that the two diseases are closely related. However, current studies have yet to fully understand the common genes and common mechanisms between PD and AS. This study aimed to screen the tandem genes of PD and AS and the potential relationship between the tandem genes and pan-apoptosis-related genes. By analyzing the relationship between the core genes and immune cells, it will provide new targets for clinical treatment.

Materials and methods

The PD and AS datasets were downloaded from the GEO database and differential expression analysis was performed to obtain DEGs. AS-related genes were downloaded from the GeneCards database, and PANoptosis-related genes were obtained through literature review. AS-related genes were merged into AS DEGs, and overlapping DEGs were cross-talk genes for PD and AS. Protein-protein interaction (PPI) network was constructed using the STRING database and Cytoscape software. Pearson coefficients were used to calculate the correlation between cross-talk genes and PANoptosis-related genes in the PD and AS datasets. The intersection of cross-talk genes and PANoptosis-related genes was defined as cross-talk-PANoptosis genes. Core genes were screened using ROC analysis and XGBoost. PPI sub-network, gene-biological processes and gene-pathway networks were constructed based on the core genes. In addition, immune infiltration on the PD and AS datasets was analyzed using the CIBERSORT algorithm.

Results

285 cross-talk genes overlapped between PD DEGs and AS DEGs. The intersection of cross-talk genes with 109 PANoptosis-related genes was defined as cross-talk-PAoptosis genes. ROC and XGBoost showed that MLKL, ZBP1, CD14, and IL6 were more accurate than the other cross-talk-PAoptosis genes in predicting the diseases, and were better in terms of the overall characteristics. GO and KEGG analyses showed that these four core genes were involved in the immune and inflammatory response of the organism. The results of immune infiltration showed that Monocytes and Mast cells resting were altered to a greater extent in PD and AS patients. Finally, 24 drugs related to the core genes were retrieved from the DGIDB database.

Conclusions

This study reveals the joint mechanism between PD and AS associated with PANoptosis. Analyzing the four core genes and immune cells may provide new therapeutic directions for the pathogenesis of PD combined with AS.
背景与目的牙周炎(periodontitis, PD)是一种严重威胁口腔健康的慢性炎症性疾病,是动脉粥样硬化(AS)的危险因素之一。越来越多的证据表明这两种疾病密切相关。然而,目前的研究尚未完全了解PD和AS之间的共同基因和共同机制。本研究旨在筛选PD和AS的串联基因,以及串联基因与泛凋亡相关基因之间的潜在关系。通过分析核心基因与免疫细胞的关系,将为临床治疗提供新的靶点。材料和方法从GEO数据库中下载PD和AS数据集,进行差异表达分析,获得deg。从GeneCards数据库下载as相关基因,通过文献查阅获得panoptosis相关基因。将AS相关基因合并为AS deg,重叠deg为PD与AS的串扰基因。利用STRING数据库和Cytoscape软件构建蛋白-蛋白相互作用(PPI)网络。使用Pearson系数计算PD和AS数据集中相声基因与panoptosis相关基因之间的相关性。将相声基因与panoptosis相关基因的交集定义为相声- panoptosis基因。采用ROC分析和XGBoost筛选核心基因。以核心基因为基础构建PPI子网络、基因生物学过程和基因通路网络。此外,使用CIBERSORT算法分析PD和AS数据集上的免疫浸润。结果PD - deg与AS - deg间有285个串音基因重叠。将相声基因与109个panoptosis相关基因的交集定义为相声- panoptosis基因。ROC和XGBoost结果显示,MLKL、ZBP1、CD14和IL6在预测疾病方面比其他串音- paoptosis基因更准确,在整体特征方面也更好。GO和KEGG分析表明,这四个核心基因参与了机体的免疫和炎症反应。免疫浸润结果显示,PD和AS患者单核细胞和肥大细胞静息改变程度更大。最后,从DGIDB数据库中检索到与核心基因相关的24种药物。结论本研究揭示了帕金森病与AS合并PANoptosis的联合机制。分析这四个核心基因和免疫细胞可能为PD合并AS的发病机制提供新的治疗方向。
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引用次数: 0
Regulation of alternative splicing of retinol metabolism in lipid abnormality of PCOS liver by Cyp4a32 and Hsd17b6 Cyp4a32和Hsd17b6对PCOS肝脏脂质异常中视黄醇代谢的选择性剪接调控。
IF 3 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-11-01 Epub Date: 2025-10-11 DOI: 10.1016/j.ygeno.2025.111136
Guangyi Chen , Junhui Zhang , Jiayi Wang , Wenxiu Chen , Haoran Li , Haoran Su , Shaoyi Dai , Yumei Tao , Yunxia Cao , Qiang Hong , Fenfen Xie
Liver lipid disorders are common in polycystic ovary syndrome (PCOS) patients. A DHEA-induced PCOS mouse model exhibited elevated liver triglyceride (TG) and total cholesterol (TC), reinforcing this association between liver lipids and PCOS. Liver transcriptomic sequencing revealed that 168 differentially expressed genes and 285 alternative splicing (AS) event genes, significantly enriching retinol metabolism. Further combined analyses showed the Cyp4a32 and Hsd17b6 genes were abnormally expressed in the livers of PCOS mice. AS analysis revealed that Cyp4a32 had upregulated exon skipping (SE), including SE and mutually exclusive exons (MXE), while among the modes of SE, MXE, and alternative 3′ splice site (A3SS), Hsd17b6 showed downregulated MXE. These findings suggest that Cyp4a32 and Hsd17b6 may change the retinol metabolism by modulating AS patterns, which then dysregulate hepatic lipid metabolism in PCOS. This study highlights potential therapeutic targets for PCOS-associated liver lipid disorders.
肝脏脂质紊乱在多囊卵巢综合征(PCOS)患者中很常见。dhea诱导的PCOS小鼠模型显示肝脏甘油三酯(TG)和总胆固醇(TC)升高,加强了肝脏脂质与PCOS之间的联系。肝脏转录组测序显示,168个差异表达基因和285个选择性剪接(AS)事件基因显著丰富视黄醇代谢。进一步的联合分析显示,Cyp4a32和Hsd17b6基因在PCOS小鼠肝脏中异常表达。AS分析显示Cyp4a32的外显子跳变(SE)上调,包括SE和互斥外显子(MXE),而在SE、MXE和3'剪接位点(A3SS)模式中,Hsd17b6的MXE下调。这些发现表明Cyp4a32和Hsd17b6可能通过调节AS模式改变视黄醇代谢,从而失调PCOS的肝脂质代谢。这项研究强调了pcos相关肝脏脂质紊乱的潜在治疗靶点。
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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 : 2025-11-01 Epub 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
High-fat diet promotes kidney lipid droplet deposition contributing to the pathogenesis of obesity-related glomerulopathy in mice through gut microbial metabolism 高脂肪饮食通过肠道微生物代谢促进肾脏脂滴沉积,参与小鼠肥胖相关性肾小球病变的发病机制。
IF 3 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-11-01 Epub Date: 2025-11-03 DOI: 10.1016/j.ygeno.2025.111151
Kai-Wen Cai , Ying-Ying Xie , Zi-Yan Deng , Zong-Chao Yu , Hong-Wei Wu , Zhuang-Feng Weng , Zhen-Chuan Lin , Bin Xia , Xiao-Hua Wang , Zhi-Hua Zheng , Chun Tang , Ting Zhu , Yong-Ping Lu

Background

Obesity-related glomerulopathy (ORG) is a kidney disorder associated with obesity, where dysbiosis of the gut microbiota and disturbances in lipid metabolism play crucial roles in its development. However, the exact mechanisms by which imbalances in gut microbiota influence lipid metabolism and contribute to the pathogenesis of ORG are still not fully understood.

Methods

A high-fat diet (HFD)-induced ORG model was established using 6-week-old male C57BL/6 J mice to investigate the role of gut microbiota and gut-derived metabolites in ORG progression. 16S rRNA sequencing was employed to profile the gut microbiota, while liquid chromatography-tandem mass spectrometry (LC-MS/MS) was applied for metabolite analysis in fecal, serum, and kidney samples.

Results

Compared to age-matched normal diet (ND) mice, ORG mice exhibited significant increases in triglycerides (TG), cholesterol (CHO), and urinary albumin-to-creatinine ratio (UACR), alongside enhanced lipid droplet accumulation in renal tubules and glomerular hypertrophy. Metabolomic analysis revealed altered metabolic profiles in ORG mice, particularly the reprogramming of glycerophospholipid metabolism. Additionally, 16S rRNA sequencing demonstrated reduced gut microbiota diversity in ORG mice relative to the ND group. Further investigation revealed that the shift in renal glycerophospholipid metabolism and elevated blood lipid levels in ORG mice were closely linked to gut microbiota dysbiosis, specifically increased abundance of Lachnospiraceae and decreased abundance of Muribaculaceae.

Conclusion

The dysbiosis of gut microbiota induced by a HFD leads to glycerophospholipid metabolic reprogramming, promoting lipid droplet deposition in the kidneys and contributing to ORG progression. Our study highlights the contribution of gut microbial metabolism to the development of ORG, offering new perspectives for potential therapeutic strategies targeting the gut in ORG treatment.
背景:肥胖相关性肾小球病(obesity -related glomerullopathy, ORG)是一种与肥胖相关的肾脏疾病,其中肠道菌群失调和脂质代谢紊乱在其发展中起着至关重要的作用。然而,肠道菌群失衡影响脂质代谢并导致ORG发病的确切机制尚不完全清楚。方法:以6周龄雄性C57BL/6 J小鼠为实验对象,建立高脂饮食(HFD)诱导的ORG模型,研究肠道菌群和肠道源性代谢物在ORG进展中的作用。采用16S rRNA测序分析肠道微生物群,采用液相色谱-串联质谱(LC-MS/MS)分析粪便、血清和肾脏样品的代谢物。结果:与年龄匹配的正常饮食(ND)小鼠相比,ORG小鼠表现出甘油三酯(TG)、胆固醇(CHO)和尿白蛋白与肌酐比率(UACR)的显著增加,同时肾小管脂滴积聚增强,肾小球肥大。代谢组学分析显示,ORG小鼠的代谢谱发生了改变,尤其是甘油磷脂代谢的重编程。此外,16S rRNA测序显示,相对于ND组,ORG小鼠的肠道微生物群多样性减少。进一步的研究表明,ORG小鼠肾脏甘油磷脂代谢的改变和血脂水平的升高与肠道菌群失调密切相关,特别是Lachnospiraceae的丰度增加和Muribaculaceae的丰度减少。结论:HFD诱导的肠道菌群失调导致甘油磷脂代谢重编程,促进肾脏脂滴沉积,促进ORG进展。我们的研究强调了肠道微生物代谢对ORG发展的贡献,为ORG治疗中针对肠道的潜在治疗策略提供了新的视角。
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引用次数: 0
Construction of a genome-wide linkage map and QTL mapping for growth and hypoxia tolerance traits in Chinese longsnout catfish (Leiocassis longirostris) 中国长鼻鲶鱼生长和耐缺氧性状全基因组连锁图谱的构建及QTL定位
IF 3 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-11-01 Epub Date: 2025-11-19 DOI: 10.1016/j.ygeno.2025.111157
Fenfei Liang , Zhiru Yang , Wei Liu , Faling Zhang , Xia Liang , Cheng Zhao , Guosong Zhang
The Chinese longsnout catfish (Leiocassis longirostris) is an important freshwater aquaculture species, and the selective breeding of fast-growth and hypoxia tolerance population will have a positive impact on its industry. In order to promote the breeding process of Chinese longsnout catfish, construction of the genetic linkage map and identification of molecular markers associated with fast-growth and hypoxia tolerance is critical for the marker-assisted selection (MAS) of Chinese longsnout catfish. In the present study, whole-genome resequencing was used to construct a high-density genetic linkage map of the Chinese longsnout catfish. The map containing 2946 bin markers was distributed over 26 linkage groups (LGs) with a total genetic coverage of 1980.76 cM and an average density of 0.67 cM. Based on the genetic map, quantitative trait locus (QTL) mapping results suggested that 17 QTLs associated with growth traits and 1 QTL associated with hypoxia tolerance were identified in eight LGs with the phenotypic variability explained (PVE) ranged from 5.1 % to 9.3 %. Four SNP loci from these QTLs were associated with the phenotypic traits validated by Kompetitive Allele Specific PCR or Sanger sequencing. In addition, the expression of three candidate genes for growth traits and five candidate genes for hypoxia tolerance was examined in different growth speed populations and the process of hypoxia exposure and reoxygenation, respectively. The high-density genetic linkage map and QTLs for growth traits and hypoxia tolerance obtained in the present study could further provide the basis for genetic breeding and molecular marker-assisted breeding of Chinese longsnout catfish.
中国长鼻鲶鱼(Leiocassis longirostris)是一种重要的淡水养殖品种,对其快速生长和耐缺氧种群的选育将对其产业产生积极影响。为了促进中国长鼻鲶鱼的育种进程,构建遗传连锁图谱和鉴定与快速生长和耐缺氧相关的分子标记是中国长鼻鲶鱼标记辅助选择(MAS)的关键。本研究采用全基因组重测序技术构建了中国长鼻鲶鱼高密度遗传连锁图谱。该图谱包含2946个标记,分布在26个连锁群(LGs)上,总遗传盖度为1980.76 cM,平均密度为0.67 cM。基于遗传图谱,数量性状位点(QTL)定位结果表明,8个LGs中鉴定出17个与生长性状相关的QTL和1个与耐缺氧相关的QTL,表型变异解释(PVE)范围为5.1% ~ 9.3%。这些qtl中的4个SNP位点与竞争性等位基因特异性PCR或Sanger测序验证的表型性状相关。此外,还检测了3个生长性状候选基因和5个耐缺氧候选基因在不同生长速度群体以及缺氧暴露和再氧化过程中的表达情况。本研究获得的生长性状和耐缺氧性状的高密度遗传连锁图谱和qtl可进一步为中国长鼻鲶鱼的遗传育种和分子标记辅助育种提供依据。
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引用次数: 0
Organelle genomes of progeny of Tripidium arundinaceum × Saccharum spontaneum and sugarcane cultivar revealed their inheritance and characterization after hybridization 杂交后的三叶草(Tripidium arundinaceum × Saccharum spontanum)与甘蔗品种后代细胞器基因组揭示了它们的遗传和特性。
IF 3 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-11-01 Epub Date: 2025-09-17 DOI: 10.1016/j.ygeno.2025.111107
Sicheng Li , Shan Zhou , Fengzhen Wu , Yuxin Huang , Yang Zhao , Baoqing Zhang , Gemin Zhang , Weixing Duan , Xiping Yang
Sugarcane (Saccharum spp.) breeding often involves hybridization with distantly related wild species (such as Tripidium arundinaceum) to improve stress resistance, but mitochondrial and chloroplast inheritance across multiple backcross generations remains poorly understood. In this study, we employed PacBio and Illumina sequencing to assemble and compare the mitochondrial genomes (mitogenomes) and chloroplast genome of four genotypes: an distant hybrid F₁ GXAS 07–6-1 (Tripidium arundinaceum × Saccharum spontaneum), a subsequent hybrid F₁ GXASF1 08–2-28, a first-generation backcross GXASBC1 12-A6–3, and a second-generation backcross GXASBC2 15–114. Maternal inheritance preserves key co-linear gene clusters, whereas MTPT content varies, indicating post-hybridization structural adjustments. Our study confirms strict maternal inheritance of mitochondrial and chloroplast genomes across hybrid and backcross generations and validates mitochondrial transmission using organelle-specific markers, providing insights into organellar inheritance and references for sugarcane breeding.
甘蔗(Saccharum spp)的育种通常涉及与远亲野生物种(如Tripidium arundinaceum)杂交以提高抗逆性,但线粒体和叶绿体在多个回交代之间的遗传仍然知之甚少。在本研究中,我们采用PacBio和Illumina测序技术,对远缘杂交品种F₁GXAS 07-6-1 (Tripidium arundinaceum × Saccharum spontanum)、后续杂交品种F₁GXASF1 08-2-28、第一代回交品种GXASBC1 12-A6-3和第二代回交品种GXASBC2 15-114四种基因型的线粒体基因组(有线粒体基因组)和叶绿体基因组进行了组装和比较。母系遗传保留了关键的共线性基因簇,而MTPT含量发生了变化,表明杂交后结构发生了调整。本研究证实了线粒体和叶绿体基因组在杂交代和回交代之间的严格母系遗传,并利用细胞器特异性标记验证了线粒体遗传,为甘蔗细胞器遗传研究提供了新的思路和参考。
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引用次数: 0
Comparative transcriptome analysis revealed the molecular response mechanism of sugar beet (Beta vulgaris L.) against Cercospora Leaf Spot disease 比较转录组分析揭示了甜菜(Beta vulgaris L.)对Cercospora叶斑病的分子响应机制
IF 3 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-11-01 Epub Date: 2025-09-12 DOI: 10.1016/j.ygeno.2025.111109
Hongyong Lou , Guangzhou Ding , Fangpu Cai , Chunlei Zhao , Yanli Li
Cercospora leaf spot (CLS), caused by the hemibiotrophic fungus Cercospora beticola (C. beticola), critically threatens global sugar beet production through defoliation and chlorosis, reducing root yields by ≤50 % and impairing sucrose crystallization. As fungicide resistance escalates in C. beticola populations, developing genetically resistant sugar beet becomes imperative. We dissected CLS resistance mechanisms via comparative transcriptomics of resistant (81GM241) and susceptible (KWS6661) genotypes across four infection stages (0–30 dpi). Resistant plants deployed a triphasic defense strategy: During early infection (10 dpi), rapid activation of phenylpropanoid biosynthesis, fatty acid elongation, and glutathione metabolism established dual barriers of lignin-mediated cell wall fortification and ROS scavenging. By mid-infection (20 dpi), pathogen recognition receptors triggered MAPK-WRKY cascades that amplified jasmonate-mediated defenses while mobilizing flavonoid antimicrobials. In late infection (30 dpi), systemic downregulation of photosynthetic antenna proteins redirected resources to tryptophan-derived phytoalexins, sustaining defense without growth penalties. Crucially, resistant plants proactively anticipated stress through coordinated calcium signaling (CDPK), pectin methylesterase-driven cell wall remodeling, and antioxidant activation before pathogen proliferation. In contrast, susceptible plants exhibited delayed ROS detoxification and impaired signal transduction. This phased defense architecture—initiating with pathogen recognition and transient oxidative bursts, progressing through sustained immune activation, and culminating in metabolic optimization—provides a molecular framework for breeding resistant varieties by stacking phase-specific defense regulators.
由半生物营养真菌甜菜Cercospora beticola (C. beticola)引起的Cercospora叶斑病(CLS)通过落叶和褪绿严重威胁全球甜菜生产,使根产量减少≤50%,并损害蔗糖结晶。随着甜菜种群中杀菌剂抗性的升级,开发具有遗传抗性的甜菜变得势在必行。通过比较四个感染阶段(0-30 dpi)的耐药基因型(81GM241)和易感基因型(KWS6661)的转录组学,我们剖析了CLS的耐药机制。抗性植物采用了三重防御策略:在感染早期(10 dpi),苯丙素生物合成、脂肪酸延伸和谷胱甘肽代谢的快速激活建立了木质素介导的细胞壁强化和ROS清除的双重屏障。在感染中期(20 dpi),病原体识别受体触发MAPK-WRKY级联反应,放大茉莉酸介导的防御,同时动员类黄酮抗毒素。在感染后期(30 dpi),光合天线蛋白的系统性下调将资源重定向到色氨酸衍生的植物抗毒素,在不损害生长的情况下维持防御。关键是,抗性植物通过协调钙信号(CDPK)、果胶甲基酯酶驱动的细胞壁重塑和病原体增殖前的抗氧化激活来主动预测胁迫。相反,易感植物表现出ROS解毒延迟和信号转导受损。这种阶段性防御体系——从病原体识别和短暂的氧化爆发开始,经过持续的免疫激活,最终在代谢优化中达到高潮——通过堆叠阶段性防御调节因子,为培育抗性品种提供了分子框架。
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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 : 2025-11-01 Epub 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
Integrated genomic and transcriptomic analysis identifies novel candidate genes affecting carcass backfat thickness in pigs 综合基因组学和转录组学分析确定了影响猪胴体背膘厚度的新的候选基因。
IF 3 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-11-01 Epub Date: 2025-09-30 DOI: 10.1016/j.ygeno.2025.111117
Qian Liu , Jianghui Yu , Xinjie Ai , Huiying Xu , Zijian Qiu , Liming Xu , Jinfeng Ma , Jin Zhou , Chenxi Liu , Qingbo Zhao , Pinghua Li , Ruihua Huang
The carcass backfat thickness (BFT) provides a valuable indication of fat deposition and carcass leanness, which are essential for the determination of carcass grading and pricing. Identifying genetic loci and crucial genes related to BFT using integrated multi-omics methods offers significant contributions to the genetic advancement of pig. In the present study, 418 Chinese Suhuai pigs were slaughtered, and carcass BFT were subsequently measure. We conducted a genome-wide association study (GWAS) based on SNP chip data and imputed whole-genome sequencing data (iWGS), respectively. Significant quantitative trait loci (QTL) correlated with carcass BFT were identified on Sus scrofa chromosome (SSC) 2, SSC4, and SSC14, with the most significant single-nucleotide polymorphisms (SNPs) explaining 6.58 %–9.91 % of the phenotypic variance. Bayesian fine mapping validated two previously reported quantitative trait loci (QTLs), narrowing the most refined confidence interval to 3 kb (SSC2, 37.337–37.340 Mb and SSC4, 75.407–77.006 Mb), while identifying two novel QTLs (SSC14, 137.086–138.863 Mb and SSC4, 95.237–96.894 Mb) associated with carcass BFT. Furthermore, transcriptome analysis identified 322 differentially expressed genes (DEGs) and several critical regulatory pathways related to lipid and energy metabolism, including fatty acid and pyruvate metabolism. The integration of genomic and transcriptomic data identified three pivotal candidate genes, S100A12, XKR4 and PENK, which are typically associated with BFT. Transcriptome-wide association study (TWAS) and Phenome-wide association study (PheWAS) provided further evidence that these three genes were significantly associated with BFT and fatty acid composition. This study uncovers novel insights into the important genes and molecular markers related to carcass BFT in pig.
胴体背膘厚度(BFT)是脂肪沉积和胴体瘦度的重要指标,对胴体分级和定价具有重要意义。利用综合多组学方法鉴定与BFT相关的遗传位点和关键基因对猪的遗传进步有重要贡献。本研究屠宰了418头中国苏淮猪,随后测定了胴体肥厚。我们分别基于SNP芯片数据和全基因组测序数据进行了全基因组关联研究(GWAS)。结果表明,与胴体肥力相关的显著数量性状位点(QTL)分布在猪的SSC 2、SSC4和SSC14染色体上,其中最显著的单核苷酸多态性(snp)解释了6.58 % ~ 9.91 %的表型变异。贝叶斯精细定位验证了两个先前报道的数量性状位点(qtl),将最精细的置信区间缩小到3 kb (SSC2, 37.337-37.340 Mb和SSC4, 75.407-77.006 Mb),同时鉴定出两个与胴体BFT相关的新qtl (SSC14, 137.086-138.863 Mb和SSC4, 95.237-96.894 Mb)。此外,转录组分析确定了322个差异表达基因(DEGs)和一些与脂质和能量代谢相关的关键调控途径,包括脂肪酸和丙酮酸代谢。整合基因组和转录组学数据确定了三个关键的候选基因:S100A12、XKR4和PENK,它们通常与BFT相关。转录组全关联研究(TWAS)和表型全关联研究(PheWAS)进一步证明这三个基因与BFT和脂肪酸组成显著相关。本研究对猪胴体肥厚相关的重要基因和分子标记有了新的认识。
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引用次数: 0
Genomic and physiological characterization of beer spoiling Megasphaera spp. 啤酒腐坏Megasphaera的基因组和生理特性。
IF 3 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-11-01 Epub Date: 2025-10-27 DOI: 10.1016/j.ygeno.2025.111139
Manuel J. Arnold , Matthias A. Ehrmann , Yohanes N. Kurniawan , Koji Suzuki , Wolfgang Liebl
Beer spoiling bacteria represent a major concern for the brewing industry. Anaerobic spoilers of the genus Megasphaera are especially dreadful. Until now, the genome analysis of Megasphaera spp. was limited to mammal-associated species, yet beer borne Megasphaera species and their abilities to tolerate the multiple high stress factors in their niche were broadly overlooked. This study is the first to carry out an in silico genome comparison of ten strains from three different beer spoiling Megasphaera species (M. cerevisiae, M. paucivorans and M. sueciensis). We experimentally show a hitherto unseen resilience of beer spoiling Megasphaera strains, which can grow in lager beer with an isoα-acids content of up to 120 IBU, an ethanol concentration of up to 7.0 % (v/v) and at pH 4.0. The genomes revealed genes appearing to aid survival in the harsh brewing environment mainly comprised of hop, ethanol and acid stress.
啤酒腐坏细菌是酿酒行业关注的主要问题。Megasphaera属的厌氧破坏者尤其可怕。到目前为止,人们对巨斑蛛的基因组分析仅限于哺乳动物的亲缘种,而啤酒源的巨斑蛛及其对生态位中多种高应激因素的耐受能力却被广泛忽视。本研究首次对三种不同的啤酒腐坏Megasphaera物种(M. cerevisiae, M. paucivorans和M. sueciensis)的10株菌株进行了计算机基因组比较。我们通过实验显示了迄今为止未见的啤酒变质Megasphaera菌株的恢复能力,它可以在异α-酸含量高达120 IBU、乙醇浓度高达7.0 % (v/v)和pH 4.0的啤酒中生长。基因组揭示了在恶劣的酿造环境中帮助生存的基因,主要包括啤酒花、乙醇和酸胁迫。
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引用次数: 0
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Genomics
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