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Genomic signatures of selection in drug metabolizing genes across cattle populations. 牛种群中药物代谢基因选择的基因组特征。
IF 2.7 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-09-01 Epub Date: 2025-06-17 DOI: 10.1007/s00335-025-10139-7
Sonali Sonejita Nayak, Manjit Panigrahi, Ayushi Vaidhya, G Ravi Prakash, Subhashree Parida, Triveni Dutt

Cattle are integral to agriculture and rural livelihoods in India, where diverse indigenous breeds have adapted to varied environments. The diversity of Indian breeds has shaped genetic traits linked to toxin processing, disease resistance, and metabolic efficiency. The genomic study of cattle reveals significant insights into the evolutionary pressures shaping drug-metabolizing genes (DMGs) across breeds. This study analyzed genome-wide selection signatures in seven cattle breeds, including Indigenous such as Red Sindhi (n = 96), Tharparkar (n = 72), Gir (n = 96), crossbred such as Frieswal (n = 14), Vrindavani (n = 72), and exotic cattle populations such as Holstein Friesian (n = 63), Jersey (n = 28). We utilized 50K and ddRAD SNP genotyping data to perform intra-population analyses (iHS, CLR, ROH) and inter-population analyses (FST, XP-EHH) for detecting genomic regions under selection. Key findings include the identification of cytochrome P450 genes (e.g., CYP7A1, CYP4A11, CYP19A1) and other DMGs exhibiting selection signatures linked to metabolic and biosynthetic processes. Red Sindhi cattle exhibited selection in genes like CYP7A1 and CYP2W1, which were involved in steroid biosynthesis and chemical stimulus response. Tharparkar cattle demonstrated positive selection in CYP4A11 and related genes involved in the functionalization of compounds. Crossbreeds of Vrindavani and Frieswal displayed intermediate signatures, reflecting mixed genetic contributions. Our research shows that Indigenous purebred cattle possess a superior selection signature of drug-metabolizing ability, enhanced disease resistance, and greater adaptability than crossbred and exotic breeds. This research contributes to understanding breed-specific adaptations, informing pharmacological interventions and conservation efforts.

在印度,牛是农业和农村生计不可或缺的一部分,各种本土品种已经适应了各种环境。印度品种的多样性形成了与毒素处理、抗病能力和代谢效率相关的遗传特征。牛的基因组研究揭示了对不同品种形成药物代谢基因(dmg)的进化压力的重要见解。本研究分析了7个牛品种的全基因组选择特征,包括土著牛,如Red Sindhi (n = 96), Tharparkar (n = 72), Gir (n = 96),杂交牛,如Frieswal (n = 14), Vrindavani (n = 72),以及异国牛,如Holstein Friesian (n = 63), Jersey (n = 28)。我们利用50K和ddRAD SNP基因分型数据进行群体内分析(iHS, CLR, ROH)和群体间分析(FST, XP-EHH),以检测处于选择中的基因组区域。主要发现包括细胞色素P450基因的鉴定(例如,CYP7A1, CYP4A11, CYP19A1)和其他与代谢和生物合成过程相关的选择特征的dmg。红信德牛对参与类固醇生物合成和化学刺激反应的CYP7A1和CYP2W1等基因表现出选择性。Tharparkar牛在CYP4A11和参与化合物功能化的相关基因中表现出正选择。温达瓦尼和弗里斯瓦尔的杂交品种表现出中间特征,反映了混合的遗传贡献。我们的研究表明,与杂交品种和外来品种相比,本土纯种牛在药物代谢能力、抗病能力和适应性方面具有优越的选择特征。这项研究有助于了解品种特异性适应,为药理干预和保护工作提供信息。
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引用次数: 0
Elucidation of novel diagnostic biomarkers and therapeutic targets in colorectal carcinoma: an integrative approach leveraging multi-omics, computational biology, and single-cell sequencing technologies. 结直肠癌新的诊断生物标志物和治疗靶点的阐明:利用多组学、计算生物学和单细胞测序技术的综合方法。
IF 2.7 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-09-01 Epub Date: 2025-06-25 DOI: 10.1007/s00335-025-10141-z
Tingyang Li, Yuhua Tian, Yinchuan Wang, Jianle Yang, Ziyu Chen, Yiliang Li

This study employs a comprehensive, multi-layered analytical approach to comprehensively investigate the pathogenesis, diagnostic methodologies, and potential therapeutic targets of colorectal cancer. Integrating data from the Global Burden of Disease (GBD) database, transcriptomics, proteomics, and single-cell sequencing technologies, this study elucidates both the epidemiological characteristics and molecular mechanisms of colorectal cancer. Our findings indicate that VEGFA, ICAM1, and IL6R play prominent roles in cancer progression. Proteomics analysis has identified multiple potential drug targets, and molecular docking and dynamic simulations have provided a theoretical foundation for developing drugs targeting VEGFA. Multi-omics studies have revealed that colorectal cancer progression involves intricate microbiome-host interactions, metabolic regulation, and immune response mechanisms, with factors such as Clostridia, 4E-BP1, AIFM1, and CXCL5 exhibiting dual roles. These discoveries not only deepen our understanding of colorectal cancer pathogenesis but also offer novel insights for optimizing diagnostic and therapeutic strategies, thereby laying the groundwork for developing personalized treatment regimens. Future research should focus on further validating these findings and exploring their potential clinical applications.

本研究采用全面、多层次的分析方法,全面探讨结直肠癌的发病机制、诊断方法和潜在的治疗靶点。本研究整合了全球疾病负担(GBD)数据库、转录组学、蛋白质组学和单细胞测序技术的数据,阐明了结直肠癌的流行病学特征和分子机制。我们的研究结果表明,VEGFA、ICAM1和IL6R在癌症进展中发挥着重要作用。蛋白质组学分析发现了多个潜在的药物靶点,分子对接和动态模拟为开发靶向VEGFA的药物提供了理论基础。多组学研究表明,结直肠癌的进展涉及复杂的微生物-宿主相互作用、代谢调节和免疫反应机制,其中梭状芽胞杆菌、4E-BP1、AIFM1和CXCL5等因子发挥双重作用。这些发现不仅加深了我们对结直肠癌发病机制的认识,而且为优化诊断和治疗策略提供了新的见解,从而为制定个性化的治疗方案奠定了基础。未来的研究应侧重于进一步验证这些发现并探索其潜在的临床应用。
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引用次数: 0
Transforming beef quality through healthy breeding: a strategy to reduce carcinogenic compounds and enhance human health: a review. 通过健康养殖改变牛肉品质:减少致癌化合物和增进人类健康的策略:综述。
IF 2.7 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-09-01 Epub Date: 2025-05-09 DOI: 10.1007/s00335-025-10129-9
Belete Kuraz Abebe, Juntao Guo, Diba Dedacha Jilo, Jianfang Wang, Shengchen Yu, Haibing Liu, Gong Cheng, Linsen Zan

The presence of carcinogenic substances in beef poses a significant risk to public health, with far-reaching implications for consumer safety and the meat production industry. Despite advancements in food safety measures, traditional breeding methods have proven inadequate in addressing these risks, revealing a substantial gap in knowledge. This review aims to fill this gap by evaluating the potential of healthy breeding techniques to significantly reduce the levels of carcinogenic compounds in beef. We focus on elucidating the molecular pathways that contribute to the formation of key carcinogens, such as heterocyclic amines (HCAs) and polycyclic aromatic hydrocarbons (PAHs), while exploring the transformative capabilities of advanced genomic technologies. These technologies include genomic selection, CRISPR/Cas9, base editing, prime editing, and artificial intelligence-driven predictive models. Additionally, we examine multi-omics approaches to gain new insights into the genetic and environmental factors influencing carcinogen formation. Our findings suggest that healthy breeding strategies could markedly enhance meat quality, thereby offering a unique opportunity to improve public health outcomes. The integration of these innovative technologies into breeding programs not only provides a pathway to safer beef production but also fosters sustainable livestock management practices. The improvement of these strategies, along with careful consideration of ethical and regulatory challenges, will be crucial for their effective implementation and broader impact.

牛肉中致癌物质的存在对公众健康构成重大风险,对消费者安全和肉类生产行业产生深远影响。尽管在食品安全措施方面取得了进展,但传统的育种方法已被证明不足以应对这些风险,这表明在知识方面存在巨大差距。这篇综述旨在通过评估健康养殖技术的潜力来填补这一空白,以显著降低牛肉中致癌化合物的水平。我们专注于阐明有助于形成关键致癌物的分子途径,如杂环胺(HCAs)和多环芳烃(PAHs),同时探索先进基因组技术的变革能力。这些技术包括基因组选择、CRISPR/Cas9、碱基编辑、初始编辑和人工智能驱动的预测模型。此外,我们研究了多组学方法,以获得影响致癌物形成的遗传和环境因素的新见解。我们的研究结果表明,健康的育种策略可以显著提高肉质,从而为改善公共卫生结果提供了独特的机会。将这些创新技术整合到育种计划中,不仅为更安全的牛肉生产提供了途径,而且还促进了可持续的牲畜管理做法。改进这些战略,同时仔细考虑道德和监管方面的挑战,将对其有效实施和产生更广泛的影响至关重要。
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引用次数: 0
Glycosylated protein-related microenvironmental features in breast cancer are associated with patient prognosis. 乳腺癌中糖基化蛋白相关微环境特征与患者预后相关。
IF 2.7 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-09-01 Epub Date: 2025-05-24 DOI: 10.1007/s00335-025-10137-9
Xiaoxiao Zhong, Jiaxuan Han, Huan Li, Xiangyu Shen, Bowen Yu, Ting Chen, Haobing Li, Jun Li, Jin Pang, Liyuan Qian, Wei Wu, Xiaoliang Tong, Boni Ding

The tumor microenvironment (TME) and aberrant glycosylation have been suggested to play key roles in cancer. This study integrated differentially expressed genes (DEGs) and weighted gene coexpression network analysis (WGCNA) to identify tumor microenvironment-related genes and construct a TME-risk prognostic signature (TMERS) through LASSO Cox regression. After batch effect removal, 44 TME-prognosis-related genes (TMEPGs) were identified and classified into three molecular subtypes via K-means clustering. The finalized 22-gene TMERS model demonstrated robust prognostic predictive capacity in GEO datasets. The results revealed distinct immune profiles and prognostic stratifications among genetic subtypes and risk groups, confirming that the TMERS is an independent prognostic indicator for breast cancer (BRCA). Glycosyltransferase genes (GTs) have potential therapeutic relevance through immune regulation, with TMEPG member killer cell lectin like receptor B1 (KLRB1) significantly correlated with BRCA prognosis. Cellular experiments demonstrated that KLRB1 overexpression suppressed BRCA cell proliferation and migration. This work establishes a novel prognostic model for BRCA while highlighting KLRB1 as a potential biomarker, providing new insights into TME-targeted therapeutic strategies.

肿瘤微环境(tumor microenvironment, TME)和异常糖基化在肿瘤发生中起关键作用。本研究结合差异表达基因(DEGs)和加权基因共表达网络分析(WGCNA),鉴定肿瘤微环境相关基因,并通过LASSO Cox回归构建tme风险预后特征(TMERS)。去除批效应后,鉴定出44个tme预后相关基因(tmepg),并通过K-means聚类将其分为三个分子亚型。最终的22基因TMERS模型在GEO数据集中显示出强大的预后预测能力。结果揭示了不同基因亚型和风险组的不同免疫特征和预后分层,证实了TMERS是乳腺癌(BRCA)的独立预后指标。糖基转移酶基因(GTs)通过免疫调节具有潜在的治疗相关性,TMEPG成员杀伤细胞凝集素样受体B1 (KLRB1)与BRCA预后显著相关。细胞实验表明,KLRB1过表达可抑制BRCA细胞的增殖和迁移。这项工作建立了一种新的BRCA预后模型,同时突出了KLRB1作为潜在的生物标志物,为tme靶向治疗策略提供了新的见解。
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引用次数: 0
Evaluation of genomic breeding values and accuracy for carcass traits in Korean Hanwoo cows using whole-genome SNP chip panels. 利用全基因组SNP芯片评价韩国韩宇奶牛胴体性状的基因组育种价值和准确性。
IF 2.7 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-09-01 Epub Date: 2025-06-17 DOI: 10.1007/s00335-025-10142-y
Ji-Hee Jang, Han-Deul Lee, Jong-Joo Kim, Md Azizul Haque

Enhancing the quality and yield of Korean beef relies on improving carcass traits, including carcass weight (CWT), eye muscle area (EMA), backfat thickness (BF), and marbling score (MS). This study aimed to evaluate the accuracy of genomic EBVs for these traits using the genomic BLUP method. Phenotypic data were collected from 19,153 Hanwoo steers and 6,200 Hanwoo cows, with all animals genotyped using the Illumina Bovine 50K SNP chip. The population was divided into three groups to evaluate prediction accuracy. For CWT, theoretical accuracy reached 0.76, 0.75, and 0.78 for Groups 1, 2, and 3, respectively, with realized accuracy ranging from 0.70 to 0.74, indicating a strong correlation between predicted and actual performance. For EMA, theoretical accuracy ranged from 0.74 to 0.76, while realized accuracy was lower (0.64, 0.68, 0.69), suggesting the need for improved prediction models or larger, more diverse reference populations. BF showed theoretical accuracies of 0.75, 0.75, and 0.77, with realized accuracies of 0.59, 0.62, and 0.65. MS demonstrated the highest performance, with theoretical accuracies between 0.78 and 0.81, and realized accuracies between 0.73 and 0.78, reflecting a strong genetic component in marbling traits. This study underscores the importance of building a larger, cow-specific reference population to enhance GEBV prediction accuracy and maximize genetic gains in Hanwoo cow breeding programs.

提高韩国牛肉的质量和产量依赖于改善胴体性状,包括胴体重(CWT)、眼肌面积(EMA)、背膘厚度(BF)和大理石纹评分(MS)。本研究旨在利用基因组BLUP方法评估基因组ebv对这些性状的准确性。表型数据来自19153头韩宇阉牛和6200头韩宇奶牛,所有动物均使用Illumina Bovine 50K SNP芯片进行基因分型。将人群分为三组来评估预测的准确性。对于CWT, 1组、2组和3组的理论精度分别达到0.76、0.75和0.78,实现精度在0.70 ~ 0.74之间,表明预测和实际性能之间存在较强的相关性。EMA的理论准确度范围为0.74 ~ 0.76,而实际准确度较低(0.64、0.68、0.69),这表明需要改进预测模型或更大、更多样化的参考人群。BF的理论精度分别为0.75、0.75和0.77,实际精度分别为0.59、0.62和0.65。质谱分析的理论精度在0.78 ~ 0.81之间,实际精度在0.73 ~ 0.78之间,反映了大理石纹性状中较强的遗传成分。这项研究强调了建立一个更大的奶牛特异性参考群体的重要性,以提高GEBV预测的准确性,并最大限度地提高韩宇奶牛育种计划的遗传收益。
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引用次数: 0
The RSPO2 gene is associated with bilateral anterior amelia in Chihuahuas. RSPO2基因与吉娃娃双侧前amelia相关。
IF 2.7 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-09-01 Epub Date: 2025-03-25 DOI: 10.1007/s00335-025-10123-1
Lucie Chevallier, Marin Green, Julia Vo, Karen Vernau, Denis J Marcellin-Little, Vidhya Jagannathan, Tosso Leeb, Danika Bannasch

Bilateral anterior amelia (BAA) is the congenital absence of thoracic limbs and has been reported in the Chihuahua as an autosomal recessive disorder. In some cases, the digits of the pelvic limbs can be variably affected, but otherwise, the pelvic limbs are generally spared. A GWAS performed with nine BAA affected Chihuahuas identified a significant association on chromosome 13, and homozygosity mapping delineated a 2.1 Mb chromosomal region containing the RSPO2 gene. Loss of function variants of RSPO2 in humans and cattle has been associated with the absence of all limbs. Six affected Chihuahuas were whole genome sequenced (WGS) and aligned to the CanFam4 assembly. SNVs, small indels, and structural variants within the critical interval that fitted a recessive model were investigated. Three SNVs (NC_049234.1:g.8891861C > T; NC_049234.1:g.8974204C > T and NC_049234.1:g.9789424G > A) were homozygous in five cases and absent from 3,418 genetically diverse control genome sequences, except for one Small Poodle that was heterozygous. One SNV resided in RSPO2's second intron, while the two others were intergenic. The three candidate variants were genotyped in 7 additional cases and 100 control Chihuahuas. Twelve of 13 cases were homozygous for the mutant allele, and one case was heterozygous. Controls were either homozygous for the reference allele (97%) or heterozygous (3%). Our data should facilitate genetic testing of Chihuahuas to prevent the unintentional production of BAA affected dogs. Moreover, the identification of these variants enhances understanding of RSPO2 gene function in limb development.

双侧前肢缺失(BAA)是先天性胸肢缺失,在吉娃娃犬中作为常染色体隐性遗传病被报道过。在某些情况下,骨盆肢的手指可能会受到不同程度的影响,但除此之外,骨盆肢通常不会受到影响。对9只受BAA影响的吉娃娃进行GWAS鉴定,在13号染色体上发现了显著的关联,纯合性定位描绘了一个2.1 Mb的包含RSPO2基因的染色体区域。人类和牛的RSPO2变异的功能丧失与所有肢体缺失有关。对6只受影响的吉娃娃进行了全基因组测序(WGS),并与CanFam4组装体进行了比对。研究了snv、小指数和符合隐性模型的临界区间内的结构变异。三个snv (NC_049234.1:g.8891861C > T;NC_049234.1: g。8974204C > T和NC_049234.1:g.9789424G > A)在5例中为纯合子,在3,418个遗传多样性对照基因组序列中缺失,只有1只小贵宾犬为杂合子。一个SNV位于RSPO2的第二个内含子上,另外两个位于基因间。在另外7例和100只对照吉娃娃中对3种候选变异进行了基因分型。突变等位基因12例为纯合子,1例为杂合子。对照为参考等位基因纯合(97%)或杂合(3%)。我们的数据应该有助于吉娃娃的基因检测,以防止无意中产生受BAA影响的狗。此外,这些变异的鉴定有助于了解RSPO2基因在肢体发育中的功能。
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引用次数: 0
Identification of novel gene expression patterns and pathways involved in PARP-1 inhibitor resistance. PARP-1抑制剂耐药性的新基因表达模式和途径的鉴定。
IF 2.7 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-09-01 Epub Date: 2025-05-22 DOI: 10.1007/s00335-025-10134-y
Zulfa Khan, Anish Gomatam, Upadhyayula Suryanarayana Murty, Vaibhav A Dixit

US-FDA has approved PARP-1 inhibitors (Talazoparib, Olaparib, Rucaparib, and Niraparib) as the first line of treatment for many cancer types (e.g., breast, ovarian, pancreatic, and prostate) caused by mutations in breast cancer gene 1 and 2 (BRCA1/2). However, developing resistance to PARP-1 inhibitors is a major concern, which limits therapeutic effectiveness. In the present study, we identified novel gene signatures implicated in developing resistance to Olaparib. Meta-analysis was performed on publicly available RNA-Seq data related to ovarian and breast cancers from the GEO (Gene Expression Omnibus) database. Differential gene expression analysis, gene ontology, KEGG pathway enrichment, and protein-protein interaction (PPI) networking analyses were performed. A total of 139 Common DEGs (Differentially Expressed Genes) were identified, comprising 69 and 70 genes that were upregulated and downregulated respectively. KEGG Pathways "P53 signaling pathway" and "Positive regulation of developmental process(BP)", "endoplasmic reticulum lumen(CC)," and "growth factor binding(MF)", were found to be potentially associated with Olaparib resistance. Five hub genes were identified using PPI networking of which FN1, CCN2, and JUN may play a significant role in the development of Olaparib resistance and could be promising therapeutic and diagnostic biomarkers for dealing with Olaparib resistance in BRCA1/2 mutant breast and ovarian cancer.

美国fda已批准PARP-1抑制剂(Talazoparib、Olaparib、Rucaparib和Niraparib)作为由乳腺癌基因1和2 (BRCA1/2)突变引起的许多癌症类型(如乳腺癌、卵巢癌、胰腺癌和前列腺癌)的一线治疗药物。然而,对PARP-1抑制剂产生耐药性是一个主要问题,这限制了治疗效果。在目前的研究中,我们发现了与奥拉帕尼耐药有关的新基因特征。对GEO (Gene Expression Omnibus)数据库中公开可获得的与卵巢癌和乳腺癌相关的RNA-Seq数据进行meta分析。进行差异基因表达分析、基因本体、KEGG通路富集和蛋白相互作用(PPI)网络分析。共鉴定出139个差异表达基因(Common DEGs),其中69个基因上调,70个基因下调。发现KEGG通路“P53信号通路”和“发育过程正调控(BP)”、“内质网管腔(CC)”和“生长因子结合(MF)”与奥拉帕尼耐药有潜在关联。使用PPI网络鉴定了五个中心基因,其中FN1, CCN2和JUN可能在奥拉帕尼耐药的发展中发挥重要作用,并且可能成为处理BRCA1/2突变乳腺癌和卵巢癌奥拉帕尼耐药的有希望的治疗和诊断生物标志物。
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引用次数: 0
Comprehensive identification of crucial biomarkers and therapeutic targets in cholestasis via integrated single-cell RNA and transcriptome sequencing analysis. 通过整合单细胞RNA和转录组测序分析,全面鉴定胆汁淤积症的关键生物标志物和治疗靶点。
IF 2.7 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-09-01 Epub Date: 2025-06-16 DOI: 10.1007/s00335-025-10146-8
Cichun Wu, Da Cheng, Juan Mo, Nianqi Zhou, Shifang Peng, Lei Fu

Cholestasis, characterized by impaired bile flow, leads to significant hepatic dysfunction and poses a clinical challenge. This study investigated cellular communication networks and molecular mechanisms underlying cholestasis using advanced single-cell and transcriptomic sequencing. Data from the GEO database, including single-cell sequencing (GSE237622) and transcriptome datasets (GSE206364, GSE183754), were analyzed to identify biomarkers and therapeutic targets. Lasso regression highlighted IL32, CRIP2, ANXA2, and VWF as key genes, supported by immune infiltration, functional enrichment, and drug repurposing analysis via the Connectivity Map (CMap) database. Expression of these genes was validated in liver tissue from 13 cholestatic liver disease (CLD) patients and 10 controls. Single-cell sequencing identified 534 cell-type-specific markers, with significant upregulation of IL32, CRIP2, ANXA2, and VWF in CLD patients, particularly in endothelial cells near liver sinusoids and periportal areas. Their expression correlated with serum ALT and AST levels, reflecting disease severity. Drug repurposing analysis identified dexamethasone, fenofibrate, promazine, and SB-590,885 as potential therapies. This study identifies IL32, CRIP2, ANXA2, and VWF as pivotal biomarkers and therapeutic targets for cholestasis, offering new avenues for targeted interventions.

胆汁淤积症以胆汁流动受损为特征,可导致严重的肝功能障碍,是一项临床挑战。本研究利用先进的单细胞和转录组测序技术研究了细胞通讯网络和胆汁淤积的分子机制。分析GEO数据库中的数据,包括单细胞测序(GSE237622)和转录组数据集(GSE206364, GSE183754),以确定生物标志物和治疗靶点。Lasso回归显示IL32、CRIP2、ANXA2和VWF是关键基因,免疫浸润、功能富集和通过Connectivity Map (CMap)数据库进行的药物再用途分析支持了这一结果。这些基因的表达在13例胆汁淤积性肝病(CLD)患者和10例对照组的肝组织中得到验证。单细胞测序鉴定出534个细胞类型特异性标记,在CLD患者中,IL32、CRIP2、ANXA2和VWF显著上调,特别是在肝窦附近和门静脉周围区域的内皮细胞中。它们的表达与血清ALT和AST水平相关,反映疾病的严重程度。药物再利用分析确定地塞米松、非诺贝特、丙嗪和SB-590,885是潜在的治疗方法。本研究确定IL32、CRIP2、ANXA2和VWF是胆汁淤积症的关键生物标志物和治疗靶点,为靶向干预提供了新的途径。
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引用次数: 0
A review on the mechanism and potential diagnostic application of CRISPR/Cas13a system. CRISPR/Cas13a系统的作用机制及潜在诊断应用综述
IF 2.7 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-09-01 Epub Date: 2025-06-24 DOI: 10.1007/s00335-025-10143-x
Abdul Basit, Anjing Liu, Wanglong Zheng, Jianzhong Zhu

Clustered regularly Interspaced short palindromic repeats (CRISPRs) and CRISPR-associated (Cas) proteins form a natural immune defense system in prokaryotic species, with approximately 90% of archaea and 40% of bacteria possessing these systems, highlighting their widespread role in microbial immunity. Among these, the CRISPR/Cas13a system, guided by a single-stranded RNA (crRNA), selectively targets RNA sequences and has shown immense potential in developing sensitive diagnostic tools. Recent advancements have combined Cas13a with amplification methods and lateral flow detection (CRISPR/Cas13a-LFD), improving its application for rapid and accurate RNA detection. In this review, we explore the history, structure, and functional mechanism of the CRISPR/Cas13a system, focusing on its diagnostic capabilities. We compare CRISPR/Cas13a to conventional diagnostic approaches, highlighting their advantages in sensitivity, specificity, speed, and flexibility for point-of-care application. Given the rapid development of CRISPR-based diagnostics in recent years, the Cas13a system shows great potential as a next-generation platform for accurate, portable, and cost-effective detection of viral and bacterial diseases. Furthermore, we address the existing challenges, including reliance upon amplification and off-target effects, and highlight the need for ongoing research to develop amplification-free systems suitable for clinical application.

聚集规律间隔短回文重复序列(crispr)和crispr相关(Cas)蛋白在原核生物物种中形成天然的免疫防御系统,大约90%的古生菌和40%的细菌拥有这些系统,突出了它们在微生物免疫中的广泛作用。其中,CRISPR/Cas13a系统以单链RNA (crRNA)为导向,选择性靶向RNA序列,在开发敏感诊断工具方面显示出巨大的潜力。最近的进展是将Cas13a与扩增方法和侧流检测(CRISPR/Cas13a- lfd)结合起来,提高了其在快速准确的RNA检测中的应用。在这篇综述中,我们探讨了CRISPR/Cas13a系统的历史、结构和功能机制,重点介绍了其诊断能力。我们将CRISPR/Cas13a与传统诊断方法进行了比较,强调了它们在灵敏度、特异性、速度和灵活性方面的优势。鉴于近年来基于crispr的诊断技术的快速发展,Cas13a系统作为新一代准确、便携、低成本的病毒性和细菌性疾病检测平台显示出巨大的潜力。此外,我们解决了现有的挑战,包括对扩增和脱靶效应的依赖,并强调了正在进行的研究开发适合临床应用的无扩增系统的必要性。
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引用次数: 0
Exploration of shared diagnostic genes and mechanisms between crohn's disease and ischemic stroke by integrated comprehensive bioinformatics analysis and machine learning. 通过综合生物信息学分析和机器学习探索克罗恩病与缺血性脑卒中之间的共享诊断基因和机制。
IF 2.7 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-09-01 Epub Date: 2025-06-30 DOI: 10.1007/s00335-025-10145-9
Chunlin Ren, Xinmin Li, Fangjie Yang, Jing Wang, Pengxue Guo, Zhenfei Duan, Yuting Kong, Mengyao Bi, Yongqi Yuan, Tian Tian, Yasu Zhang

Investigating comorbidities of ischemic stroke (IS) enhances understanding of its intricate mechanisms. Crohn's disease (CD) is associated with an increased risk of IS, but the underlying mechanisms remain unclear. This study aims to identify shared diagnostic genes and explore the mechanisms underlying CD-IS comorbidity using bioinformatics and machine learning approaches. Gene expression data for CD and IS were obtained from the Gene Expression Omnibus. Shared genes were identified through differential expression and weighted gene co-expression network analyses (WGCNA). Functional enrichment analyses highlighted key biological pathways. Core genes were screened via machine learning algorithms and protein-protein interaction networks. Diagnostic nomograms were constructed, and single-cell RNA sequencing was used to characterize expression patterns of core genes. Immune cell infiltration was quantified using CIBERSORT, and a competing endogenous RNA network was built based on TarBase and SpongeScan databases. Mendelian randomization was performed to assess causal associations between core genes and disease risk. Candidate drugs were predicted using the Drug-Gene Interaction Database and validated through molecular docking. Twenty shared genes were identified through differential expression analysis and WGCNA. The toll-like receptor (TLR) signaling pathway was identified as a key pathway in CD-IS comorbidity. TLR2 and TLR8 were identified as core genes, with strong diagnostic performance (AUC > 0.80). The polymorphism of rs73221365 was associated with both CD and IS. Resveratrol hexanoic acid was a potential therapeutic candidate for CD-IS comorbidity. This study highlights the critical role of TLR-mediated inflammatory responses in CD-IS comorbidity. TLR2 and TLR8 may serve as promising diagnostic biomarkers. These findings advance understanding of the shared pathophysiology in CD-IS comorbidity and provide a foundation for developing precise diagnostics and targeted therapies.

研究缺血性卒中(IS)的合并症有助于了解其复杂的机制。克罗恩病(CD)与is风险增加有关,但其潜在机制尚不清楚。本研究旨在利用生物信息学和机器学习方法确定共享的诊断基因,并探索CD-IS合并症的机制。CD和IS的基因表达数据来自基因表达Omnibus。通过差异表达和加权基因共表达网络分析(WGCNA)鉴定共享基因。功能富集分析强调了关键的生物学途径。通过机器学习算法和蛋白质-蛋白质相互作用网络筛选核心基因。构建诊断图,并使用单细胞RNA测序来表征核心基因的表达模式。利用CIBERSORT定量免疫细胞浸润,并基于TarBase和海绵扫描数据库构建竞争性内源性RNA网络。采用孟德尔随机化来评估核心基因与疾病风险之间的因果关系。利用药物-基因相互作用数据库预测候选药物,并通过分子对接进行验证。通过差异表达分析和WGCNA鉴定出20个共有基因。toll样受体(TLR)信号通路被确定为CD-IS合并症的关键通路。鉴定出TLR2和TLR8为核心基因,具有较强的诊断效能(AUC > 0.80)。rs73221365多态性与CD和IS均相关。白藜芦醇己酸是治疗CD-IS合并症的潜在候选药物。这项研究强调了tlr介导的炎症反应在CD-IS合并症中的关键作用。TLR2和TLR8可能作为有前景的诊断性生物标志物。这些发现促进了对CD-IS合并症共同病理生理学的理解,并为开发精确诊断和靶向治疗提供了基础。
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引用次数: 0
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Mammalian Genome
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