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Epstein-barr virus and multiple sclerosis: from pathogenesis and diagnosis to EBV-specific T cell therapy and gene-targeted therapeutics. eb病毒和多发性硬化症:从发病机制和诊断到ebv特异性T细胞治疗和基因靶向治疗。
IF 1.9 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-08 DOI: 10.1007/s13353-025-01041-8
Mukesh Pushkarna, Ahmed Zwamel, Seema Verma, H Malathi, Mukhlisa Mustafayeva, Harpreet Kaur, Ali M Ali Al-Nuaimi, Beneen Husseen, Mohammad Dahghani

Multiple sclerosis (MS) is a central nervous system (CNS) disorder defined by inflammation, demyelination, and neuronal damage. Several independent studies have confirmed the prevalence of EBV infection in MS and the presence of elevated anti-EBV antibody titers in serum prior to and throughout the clinical period of MS. EBV stands out from other human-infecting viruses in that it can activate, infect, and clone the B cells and remain a latent infection inside them. The prevalence of EBV-positive B cell lymphoproliferative diseases in immunocompromised individuals demonstrates the critical significance of immune surveillance in managing EBV infection. It has also been postulated that a deficiency in EBV-specific CD8+ T cell regulation predisposes to MS by allowing EBV-infected autoreactive B cells and plasma cells to concentrate in the CNS. Thus, EBV-specific T-cell therapy might have the potential to eradicate B lymphocytes infected by EBV in the CNS, preventing disease development and leading to enhanced clinical outcomes. One of the effective approaches for treating MS patients is application of EBV-specific T cells. In this method, peripheral blood mononuclear cells (PBMCs) are isolated from patients and expanded with EBV-specific antigens, resulting in antiviral cytotoxic response. This review discusses the significance of EBV in the pathogenesis of MS, the impact of disease-modifying T-cell treatments targeting EBV, therapeutic implications to target EBV in MS pathogenesis, and several novel EBV-targeting gene therapies.

多发性硬化症(MS)是一种以炎症、脱髓鞘和神经元损伤为特征的中枢神经系统(CNS)疾病。几项独立研究证实了多发性硬化症中EBV感染的流行,并且在多发性硬化症发生之前和整个临床期间血清中存在升高的抗EBV抗体滴度。EBV与其他人类感染病毒的区别在于,它可以激活、感染和克隆B细胞,并在B细胞内保持潜伏感染。EBV阳性B细胞淋巴增生性疾病在免疫功能低下个体中的流行表明免疫监测在管理EBV感染中的重要意义。也有假设认为,ebv特异性CD8+ T细胞调节的缺乏使ebv感染的自身反应性B细胞和浆细胞集中在中枢神经系统,从而使MS易发。因此,EBV特异性t细胞疗法可能具有根除中枢系统中被EBV感染的B淋巴细胞的潜力,从而预防疾病发展并提高临床结果。ebv特异性T细胞是治疗多发性硬化症的有效方法之一。在这种方法中,从患者身上分离外周血单个核细胞(PBMCs),并用ebv特异性抗原扩增,从而产生抗病毒细胞毒性反应。本文就EBV在MS发病机制中的意义、靶向EBV的疾病修饰t细胞治疗的影响、靶向EBV在MS发病机制中的治疗意义以及几种新的EBV靶向基因疗法进行了综述。
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引用次数: 0
Genetic architecture of the sieve element occlusion (SEO) family underlying potential regulatory mechanisms in citrus stress response. 筛元闭塞(SEO)家族的遗传结构及其在柑橘逆境响应中的潜在调控机制。
IF 1.9 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-08 DOI: 10.1007/s13353-025-01040-9
Lucas Nascimento Dos Santos, Lídia do Nascimento Cavalcante, Manjul Dutt, Alessandra Alves de Souza

The Sieve Element Occlusion (SEO) proteins are subunits that assemble into structural filamentous phloem proteins, commonly referred to as P-proteins. These proteins in Arabidopsis play a structural role and contribute to plant defense by reversible sieve plate (SP) sealing. This mechanism could be particularly important also in Citrus trees affected by Huanglongbing (HLB), as SEO genes are highly induced in susceptible species C. sinensis upon Candidatus Liberibacter asiaticus (CLas) colonization. Given the limited information on this gene family in Citrus, we analyzed 27 SEO genes within the Rutaceae family, with a focus on genera closely related to Citrus, to better understand their potential roles in HLB tolerance. Genomic sequences revealed conserved exon-intron structures similar to Arabidopsis thaliana, while promoter regions contained a higher number of light-responsive Cis-elements, along with elements associated with growth, development, stress responses, and phloem-specific gene expression. Subcellular localization identified the cytoplasm as the primary site, with additional predictions for the plasma membrane and mitochondria. Phylogenetic analysis categorized SEO proteins into five subgroups, refining their classification in Citrus. Lately, protein interaction networks indicated strong connections with proteins involved in coordinated immune responses. These findings improve the understanding of SEO protein dynamics and evolutionary conservation, highlighting their role in phloem biology. Further investigation of these SEO genes and their promoters in the plant response to HLB could help identify specific targets for developing disease-tolerant Citrus varieties through genetic engineering.

筛元阻断(SEO)蛋白是组装成结构丝状韧皮部蛋白的亚基,通常被称为p蛋白。这些蛋白在拟南芥中发挥结构作用,并通过可逆筛板(SP)密封参与植物防御。这一机制在受黄龙冰(HLB)侵染的柑橘树中也可能特别重要,因为敏感种C. sinensis的SEO基因在亚洲Candidatus Liberibacter asiaticus (CLas)定植时被高度诱导。鉴于该基因家族在柑橘中的信息有限,我们分析了芦花科27个SEO基因,重点分析了与柑橘密切相关的属,以更好地了解它们在HLB耐受性中的潜在作用。基因组序列显示保守的外显子-内含子结构与拟南芥相似,而启动子区域含有更多的光响应顺式元件,以及与生长、发育、应激反应和韧皮部特异性基因表达相关的元件。亚细胞定位确定细胞质为主要位点,并对质膜和线粒体进行了额外的预测。系统发育分析将SEO蛋白分为5个亚群,完善了柑橘的分类。最近,蛋白质相互作用网络表明与参与协调免疫反应的蛋白质有很强的联系。这些发现提高了对SEO蛋白动力学和进化保护的理解,突出了它们在韧皮部生物学中的作用。进一步研究这些SEO基因及其启动子在植物对HLB反应中的作用,有助于通过基因工程确定柑橘抗病品种的特异性靶点。
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引用次数: 0
Updated sequence of ramoplanin biosynthetic gene cluster from Actinoplanes ramoplaninifer ATCC 33,076. 更新了Actinoplanes ramoplaninifer ATCC 33,076的ramoplanin生物合成基因簇序列。
IF 1.9 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-07 DOI: 10.1007/s13353-025-01035-6
Oleksandr Yushchuk, Christian Rückert-Reed, Tobias Busche, Flavia Marinelli, Jörn Kalinowski
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引用次数: 0
Accelerating genetic gain through integrated genomic selection in crop plants. 通过作物的整合基因组选择加速遗传增益。
IF 1.9 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-02 DOI: 10.1007/s13353-025-01034-7
Bandela Edukondalu, Nunavath Aswini, Amaresh, Gopalareddy Krishnappa, Buruka Soundharya, Gottimukkala Nikhitha, T Lakshmi Pathy, Kasanaboina Krishna, Yadla Hari, Vinayaka

Meeting the projected 70% rise in agricultural output by 2050 to sustain a global population of 9.6 billion poses a formidable challenge amid intensifying biotic and abiotic stresses. Traditional breeding methods, although foundational, are limited in their ability to improve complex polygenic traits such as yield, stress tolerance, and disease resistance. Genomic selection (GS) has emerged as a transformative approach that leverages genome-wide markers to predict breeding values with higher accuracy and efficiency. Unlike marker-assisted selection (MAS) and genome-wide association studies (GWAS), which emphasize major-effect loci, GS captures the cumulative contribution of numerous small-effect loci, enabling faster genetic gains for complex traits. This review outlines the conceptual framework, evolution, and integration of GS with cutting-edge technologies such as high-throughput genotyping, phenomics, multi-omics, and machine learning. It also discusses key achievements, implementation strategies, and the potential of GS to enhance selection accuracy, shorten breeding cycles, and develop climate-resilient, high-yielding cultivars. The integration of GS within modern breeding pipelines represents a paradigm shift toward sustainable crop improvement and global food security in an era of climatic uncertainty.

在生物和非生物压力加剧的情况下,到2050年实现预计70%的农业产出增长,以维持全球96亿人口的目标是一项艰巨的挑战。传统的育种方法虽然是基础的,但在提高复杂的多基因性状,如产量、抗逆性和抗病性方面的能力有限。基因组选择(GS)已经成为一种变革性的方法,它利用全基因组标记以更高的准确性和效率预测育种价值。与强调主要效应位点的标记辅助选择(MAS)和全基因组关联研究(GWAS)不同,GS捕获了许多小效应位点的累积贡献,从而能够更快地获得复杂性状的遗传增益。本文概述了基因组学的概念框架、发展以及与高通量基因分型、表型组学、多组学和机器学习等前沿技术的结合。本文还讨论了主要成果、实施策略以及GS在提高选择准确性、缩短育种周期和开发气候适应型高产品种方面的潜力。在气候不确定的时代,将GS整合到现代育种管道中代表了向可持续作物改良和全球粮食安全的范式转变。
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引用次数: 0
When genetics meets immunology: the assessment of genetic and immunological backgrounds in advanced NSCLC patients treated with immunotherapy - preliminary study. 当遗传学与免疫学相遇:免疫治疗晚期非小细胞肺癌患者遗传和免疫学背景的评估-初步研究。
IF 1.9 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-02 DOI: 10.1007/s13353-025-01033-8
Natalia Krzyżanowska, Marcin Nicoś, Kamila Wojas-Krawczyk, Paweł Krawczyk, Izabela Chmielewska, Tomasz Jankowski, Tomasz Kucharczyk, Magdalena Wójcik-Superczyńska, Anna Sroka-Bartnicka, Tomasz Stokowy, Janusz Milanowski

Non-small-cell lung cancer treatment relies greatly on immunotherapy, especially in individuals without targetable mutations enabling the use of molecularly targeted therapies. Negative immune checkpoint inhibitors significantly contribute to improving patients' survival and quality of life. Both programmed death ligand 1 expression on tumour cells and tumour mutational burden are used to predict the response to such treatment and qualify patients for therapy; however, in some cases, these biomarkers do not perform sufficiently well. Discovering new markers indicating resistance or response to immunotherapy would therefore enable clinicians to tailor the therapy course to the patient's benefit. This paper aims to describe the genetic and immunological background of immunotherapy courses and identify factors potentially related to clinical benefit or lack of response to immunotherapy, using next-generation sequencing of tumour tissue and flow cytometry analysis of lymphocyte subpopulations in the peripheral blood of non-small cell lung cancer patients in a preliminary study.

非小细胞肺癌的治疗很大程度上依赖于免疫治疗,特别是在没有可靶向突变的个体中,能够使用分子靶向治疗。阴性免疫检查点抑制剂显著有助于改善患者的生存和生活质量。程序性死亡配体1在肿瘤细胞上的表达和肿瘤突变负担被用来预测对这种治疗的反应,并使患者有资格接受治疗;然而,在某些情况下,这些生物标志物的表现不够好。因此,发现表明免疫治疗耐药或反应的新标记将使临床医生能够根据患者的利益量身定制治疗方案。本文旨在通过对非小细胞肺癌患者外周血淋巴细胞亚群进行新一代肿瘤组织测序和流式细胞术分析,描述免疫治疗过程的遗传和免疫学背景,并确定可能与临床获益或缺乏免疫治疗反应相关的因素。
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引用次数: 0
Characterization of spelt wheat (Triticum spelta L.) genotypes using DArTseq technology. 使用DArTseq技术对斯佩尔小麦(Triticum spelta L.)基因型进行鉴定。
IF 1.9 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-27 DOI: 10.1007/s13353-025-01037-4
Aleksandra Pietrusińska-Radzio, Anna Bilska-Kos, Jan Bocianowski

The aim of this study was to apply DArTseq technology to analyze T. spelta L. (spelt wheat) genotypes in order to eliminate duplicates in the gene bank and ensure the high quality and purity of the stored material. The research included the analysis of genetic similarity, the construction of dendrograms, and association mapping, which enabled the identification of specific molecular diagnostic markers for spelt wheat. Spelt is an ancient cereal species gaining popularity, especially in organic farming. It is characterized by natural resistance to biotic factors and tolerance to environmental stress. Spelt is a valuable material in plant resistance breeding aimed at developing varieties resistant to diseases and well adapted to unfavourable environmental conditions. In this study, molecular characterization of 27 spelt genotypes was carried out using high-throughput DArTseq technology, enabling simultaneous analysis of SilicoDArT and SNP markers. A total of 96,136 markers were identified, of which 16,712 met the quality criteria and were used for genetic similarity and association mapping. Based on similarity coefficients, a dendrogram was created, distinguishing four main genotype groups. Association mapping revealed over 2,600 markers significantly associated with the virulence level of the B. graminis f. sp. tritici pathogen. Particular attention was paid to SilicoDArT 7,492,586 and SNP 1,126,088 markers, showing significant associations with plant response to three of the five analyzed isolates. Chromosomal regions (1D, 3D, 5B, 6 A) associated with resistance were also identified, confirming the polygenic nature of this trait. Results indicate high genetic variability of the analyzed material and the usefulness of DArTseq technology in identifying markers for resistance breeding. The presented markers can be used in marker-assisted breeding programs, especially considering the growing interest in spelt as a cereal for organic farming. These findings provide a valuable basis for further improvement of spelt resistance and sustainable cereal breeding.

本研究旨在应用DArTseq技术对斯佩尔塔小麦(T. spelta L.,斯佩尔塔小麦)基因型进行分析,以消除基因库中的重复,保证储藏材料的高质量和纯度。本研究包括遗传相似性分析、树图构建和关联图谱构建,从而鉴定出小麦的特异性分子诊断标记。斯佩尔特是一种古老的谷物品种,越来越受欢迎,特别是在有机农业中。它具有对生物因子的天然抗性和对环境胁迫的耐受性。在植物抗病育种中,斯佩尔特是一种有价值的材料,其目的是培育抗病和适应不利环境条件的品种。在本研究中,使用高通量DArTseq技术对27个spelt基因型进行了分子表征,从而可以同时分析SilicoDArT和SNP标记。共鉴定出96,136个标记,其中16,712个符合质量标准,用于遗传相似性和关联定位。根据相似系数,建立了树图,区分了四个主要的基因型组。关联图谱显示2600多个标记与小麦芽孢杆菌的毒力水平显著相关。特别关注的是silodart 7,492,586和SNP 1,126,088标记,显示与植物对5个分析分离物中的3个的反应显着相关。还鉴定了与抗性相关的染色体区域(1D, 3D, 5B, 6a),证实了该性状的多基因性质。结果表明,所分析材料具有较高的遗传变异性,DArTseq技术可用于抗性育种标记的鉴定。提出的标记可用于标记辅助育种计划,特别是考虑到日益增长的兴趣,斯佩尔特作为谷物有机农业。这些发现为进一步提高抗斯佩尔特小麦的抗性和可持续的谷物育种提供了有价值的依据。
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引用次数: 0
Polymorphism of the HMGA2 gene in Polish children and adolescents with short stature and diverse growth hormone secretion. 波兰儿童和青少年身高矮小和生长激素分泌多样化的HMGA2基因多态性
IF 1.9 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-23 DOI: 10.1007/s13353-025-01039-2
Katarzyna Anna Majewska, Marta Kaczmarek-Ryś, Justyna Hoppe-Gołębiewska, Joanna Nowacka-Woszuk, Magdalena Prauzińska, Jarosław Szydłowski, Monika Naskręcka, Andrzej Kędzia, Andrzej Pławski
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引用次数: 0
Computational analysis of Non-synonymous SNP effects on human PLVAP gene structure and function. 非同义SNP对人类PLVAP基因结构和功能影响的计算分析。
IF 1.9 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-22 DOI: 10.1007/s13353-025-01038-3
Mehnaj Khatoon, Yamini Sri Sekar, Swati Rani, Varsha Ramesh, M Shijili, Vinod Jangid, C A Archana, Azhahianambi Palavesam, Siju Susan Jacob, Jagadish Hiremath, Sharanagouda S Patil, Baldev Raj Gulati, K P Suresh

Plasmalemma vesicle-associated protein (PLVAP) plays a pivotal role in regulating endothelial permeability and maintaining blood-brain barrier (BBB) integrity. As a cellular receptor for the Japanese Encephalitis Virus (JEV) envelope protein, PLVAP significantly influences viral neuroinvasion and central nervous system entry. This study employed computational approaches to investigate the functional impact of non-synonymous single-nucleotide polymorphisms (nsSNPs) in the PLVAP gene and their potential effects on JEV-host interactions. We retrieved 11,883 SNPs from the NCBI dbSNP database and identified 403 unique nsSNPs for comprehensive analysis. Approximately 50% of these variants resulted in alterations to amino acid charge or polarity, indicating potential functional consequences. Stability analysis revealed 43 nsSNPs that significantly destabilized PLVAP structure (ΔΔG ≤ -1 kcal/mol), with several variants also affecting local protein disorder. Conservation analysis identified 29 deleterious nsSNPs, emphasizing their evolutionary importance and functional relevance. Five critical variants (R26H, I35T, E175G, V44G, and I39S) were prioritized based on their pronounced destabilizing effects on PLVAP structure and function. Molecular docking studies demonstrated that these mutations substantially altered PLVAP-JEV envelope protein binding interactions, potentially modifying viral entry efficiency and host susceptibility. These findings suggest clinical applications, including the use of PLVAP variants as biomarkers for risk stratification and guiding vaccination strategies in endemic regions. Moreover, insights into PLVAP-JEV interactions open avenues for therapeutic interventions, such as small-molecule inhibitors targeting viral entry. This computational framework may be extended to other flavivirus-host interactions, advancing antiviral drug discovery and personalized medicine approaches for JEV prevention.

质膜囊泡相关蛋白(PLVAP)在调节内皮通透性和维持血脑屏障(BBB)完整性方面起着关键作用。作为乙型脑炎病毒(JEV)包膜蛋白的细胞受体,PLVAP显著影响病毒的神经侵入和中枢神经系统的进入。本研究采用计算方法研究PLVAP基因非同义单核苷酸多态性(nsSNPs)的功能影响及其对jev -宿主相互作用的潜在影响。我们从NCBI dbSNP数据库中检索到11883个snp,并鉴定出403个独特的nssnp进行综合分析。大约50%的这些变异导致氨基酸电荷或极性的改变,表明潜在的功能后果。稳定性分析显示,43个nssnp显著破坏PLVAP结构的稳定性(ΔΔG≤-1 kcal/mol),其中一些变异也影响局部蛋白质紊乱。保守分析鉴定出29个有害的非单核苷酸多态性,强调了它们的进化重要性和功能相关性。五个关键变体(R26H, I35T, E175G, V44G和I39S)基于它们对PLVAP结构和功能的明显不稳定影响被优先考虑。分子对接研究表明,这些突变实质上改变了PLVAP-JEV包膜蛋白结合相互作用,可能改变病毒进入效率和宿主易感性。这些发现建议临床应用,包括使用PLVAP变体作为风险分层的生物标志物,并指导流行地区的疫苗接种策略。此外,对PLVAP-JEV相互作用的深入了解为治疗干预开辟了道路,例如靶向病毒进入的小分子抑制剂。这一计算框架可以扩展到其他黄病毒与宿主的相互作用,推进抗病毒药物的发现和预防乙脑病毒的个性化医学方法。
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引用次数: 0
Clinicopathological and genomic profiling in undifferentiated pleomorphic sarcoma: Small series, clear message. 未分化多形性肉瘤的临床病理和基因组分析:小系列,明确的信息。
IF 1.9 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-19 DOI: 10.1007/s13353-025-01036-5
Piotr Remiszewski, Andrzej Tysarowski, Katarzyna A Seliga, Klaudia Bobak, Jakub Piątkowski, Paweł Golik, Mateusz J Spałek, Anna Szumera-Ciećkiewicz, Michał Wągrodzki, Piotr Rutkowski, Anna M Czarnecka

Undifferentiated pleomorphic sarcoma (UPS) is a diagnosis of exclusion; given limited effective treatments and marked heterogeneity, there is a need to identify therapeutic targets, a task facilitated by next-generation sequencing (NGS) in clinical practice. We report 2 STS pts with the diagnosis of UPS, G3 - each treated in a clinical trial (NCT03651374) with UNRESARC protocol consisting of neoadjuvant chemotherapy (CHT), radiotherapy, and surgical resection. Biopsy samples from each patient were subjected to NGS with the TruSight™ Oncology 500 assay (Illumina) and analysed in PierianDX (commercial software). 5 pathogenic alterations were identified: Case A: CCNE1 (6 copies) and MYC (3 copies) amplifications; Case B: CCND1 (3 copies), EGFR (3 copies) and FGFR1 (4 copies) amplifications. Amplifications of cell-cycle associated (CCNE1, CCND1) and apoptosis-related (MYC) genes contribute to uncontrolled proliferation and resistance to apoptosis, while amplifications in receptor tyrosine kinases (EGFR and FGFR1) activate pathways (RAS/MAPK and PI3K/AKT), involved in tumour growth and metastasis. In both patients, a poor pathological response, early local recurrence (LRFS of 9 months in both patients) and progressive disease (PD) when treated with first-line palliative CHT (PFS of 5 months in A and 4 months in B) were noted. All tumours demonstrated a low tumour mutation burden (TMB) (1.6-3.9 mut/Mb) and no microsatellite instability (MSI), explaining no sensitivity to immune checkpoint inhibitors. NGS assays may enable accurate diagnosis and identify predictive biomarkers and novel therapeutic targets - of particular importance in poor-prognosis entities such as UPS. Our report is consistent with the literature classifying UPS as malignancy with a high frequency of CNAs and low TBM.

未分化多形性肉瘤(UPS)是一种排除性诊断;由于有效的治疗方法有限,且存在明显的异质性,因此有必要确定治疗靶点,这一任务在临床实践中由下一代测序(NGS)促进。我们报告了2例诊断为UPS, G3的STS患者,每个患者在临床试验(NCT03651374)中接受UNRESARC方案的治疗,包括新辅助化疗(CHT),放疗和手术切除。每位患者的活检样本使用TruSight™Oncology 500检测(Illumina)进行NGS,并在PierianDX(商业软件)中进行分析。鉴定出5种致病改变:病例A: CCNE1(6拷贝)和MYC(3拷贝)扩增;病例B: CCND1(3个拷贝),EGFR(3个拷贝)和FGFR1(4个拷贝)扩增。细胞周期相关基因(CCNE1, CCND1)和凋亡相关基因(MYC)的扩增有助于不受控制的增殖和对凋亡的抵抗,而受体酪氨酸激酶(EGFR和FGFR1)的扩增激活了参与肿瘤生长和转移的途径(RAS/MAPK和PI3K/AKT)。这两例患者在接受一线姑息性CHT治疗时,均出现较差的病理反应、早期局部复发(LRFS均为9个月)和疾病进展(PD) (PFS分别为a组5个月和B组4个月)。所有肿瘤均表现出低肿瘤突变负荷(TMB) (1.6-3.9 mut/Mb)和无微卫星不稳定性(MSI),这解释了对免疫检查点抑制剂不敏感。NGS检测可以实现准确的诊断和识别预测性生物标志物和新的治疗靶点,这对UPS等预后不良的实体尤其重要。我们的报告与文献将UPS归类为恶性肿瘤,具有高频率的CNAs和低TBM。
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引用次数: 0
Exploring the pathogenic mechanism of RNH1 in colorectal cancer based on eQTL, Multi-omics and deep learning. 基于eQTL、Multi-omics和深度学习探索RNH1在结直肠癌中的致病机制。
IF 1.9 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-10 DOI: 10.1007/s13353-025-01029-4
Changan Chen, Xintian Chen, Yuping Yang, Yueqing Cai, Ningning Chen, Danxian Jiang, Yijie Weng

Background: Colorectal cancer (CRC) is a major global health concern with increasing incidence. Current treatments, though improved, require novel biomarkers for better diagnosis and management. Disulfidptosis, a recently characterized form of cell death, may play a critical role in CRC progression.

Methods: Utilizing summary-data-based Mendelian randomization (SMR), we identified RNH1 as a gene linked to CRC and disulfidptosis. The expression and intercellular communication of RNH1 in CRC were analyzed using single-cell RNA sequencing (scRNA-seq) and spatial transcriptome sequencing (stRNA-seq). A prognostic model was built using a Deep Learning Survival Neural Network (DeepSurv). Additionally, we performed RNA sequencing (RNA-seq) analysis to analyze the function of RNH1. Validation was performed through qPCR on CRC and normal tissue samples.

Results: RNH1 was identified as a gene linked to disulfidptosis and positively correlated with CRC risk. scRNA-seq analysis revealed that RNH1 + malignant cells showed distinct metabolic pathways and greater cell interactions. stRNA-seq analysis confirmed these interactions, especially with endothelial cells. DeepSurv analysis produced a prognostic model, showing different survival outcomes between high-risk and low-risk groups. RNA-seq analysis showed that the RNH1 + high expression group had higher immune cell abundance scores and tumor microenvironment scores, and RNH1 was positively correlated with most immune checkpoints. Drug sensitivity analysis suggested that CRC patients with high RNH1 expression were more sensitive to certain therapeutic agents. qPCR showed that the expression level of RNH1 in cancer tissues of CRC patients was significantly higher than that in normal tissues.

Conclusion: RNH1 acts as a biomarker for CRC, influencing tumor growth via disulfidptosis, tumor microenvironment alterations, and metabolic pathways. Its high expression correlates with immune escape. This study suggests RNH1 as a potential therapeutic target for CRC, warranting further exploration of its mechanistic roles and treatment potential.

背景:结直肠癌(CRC)是全球主要的健康问题,发病率不断上升。目前的治疗方法虽然有所改进,但需要新的生物标志物来更好地诊断和管理。双曲下垂是最近发现的一种细胞死亡形式,可能在结直肠癌的进展中起关键作用。方法:利用基于汇总数据的孟德尔随机化(SMR),我们确定了RNH1是与结直肠癌和双垂症相关的基因。采用单细胞RNA测序(scRNA-seq)和空间转录组测序(stRNA-seq)分析RNH1在结直肠癌中的表达和细胞间通讯。使用深度学习生存神经网络(DeepSurv)建立预后模型。此外,我们还进行了RNA测序(RNA-seq)分析来分析RNH1的功能。通过qPCR对结直肠癌和正常组织样本进行验证。结果:RNH1被确定为与二硫下垂相关的基因,并与CRC风险呈正相关。scRNA-seq分析显示,RNH1 +恶性细胞表现出不同的代谢途径和更大的细胞相互作用。stRNA-seq分析证实了这些相互作用,特别是与内皮细胞的相互作用。DeepSurv分析产生了一个预后模型,显示了高风险和低风险组之间不同的生存结果。RNA-seq分析显示,RNH1 +高表达组免疫细胞丰度评分和肿瘤微环境评分较高,且RNH1与大多数免疫检查点呈正相关。药物敏感性分析表明,RNH1高表达的结直肠癌患者对某些治疗药物更敏感。qPCR结果显示,RNH1在结直肠癌患者癌组织中的表达水平明显高于正常组织。结论:RNH1作为结直肠癌的一种生物标志物,通过双侧下垂、肿瘤微环境改变和代谢途径影响肿瘤生长。其高表达与免疫逃逸有关。本研究提示RNH1可能是结直肠癌的潜在治疗靶点,值得进一步探索其机制作用和治疗潜力。
{"title":"Exploring the pathogenic mechanism of RNH1 in colorectal cancer based on eQTL, Multi-omics and deep learning.","authors":"Changan Chen, Xintian Chen, Yuping Yang, Yueqing Cai, Ningning Chen, Danxian Jiang, Yijie Weng","doi":"10.1007/s13353-025-01029-4","DOIUrl":"https://doi.org/10.1007/s13353-025-01029-4","url":null,"abstract":"<p><strong>Background: </strong>Colorectal cancer (CRC) is a major global health concern with increasing incidence. Current treatments, though improved, require novel biomarkers for better diagnosis and management. Disulfidptosis, a recently characterized form of cell death, may play a critical role in CRC progression.</p><p><strong>Methods: </strong>Utilizing summary-data-based Mendelian randomization (SMR), we identified RNH1 as a gene linked to CRC and disulfidptosis. The expression and intercellular communication of RNH1 in CRC were analyzed using single-cell RNA sequencing (scRNA-seq) and spatial transcriptome sequencing (stRNA-seq). A prognostic model was built using a Deep Learning Survival Neural Network (DeepSurv). Additionally, we performed RNA sequencing (RNA-seq) analysis to analyze the function of RNH1. Validation was performed through qPCR on CRC and normal tissue samples.</p><p><strong>Results: </strong>RNH1 was identified as a gene linked to disulfidptosis and positively correlated with CRC risk. scRNA-seq analysis revealed that RNH1 + malignant cells showed distinct metabolic pathways and greater cell interactions. stRNA-seq analysis confirmed these interactions, especially with endothelial cells. DeepSurv analysis produced a prognostic model, showing different survival outcomes between high-risk and low-risk groups. RNA-seq analysis showed that the RNH1 + high expression group had higher immune cell abundance scores and tumor microenvironment scores, and RNH1 was positively correlated with most immune checkpoints. Drug sensitivity analysis suggested that CRC patients with high RNH1 expression were more sensitive to certain therapeutic agents. qPCR showed that the expression level of RNH1 in cancer tissues of CRC patients was significantly higher than that in normal tissues.</p><p><strong>Conclusion: </strong>RNH1 acts as a biomarker for CRC, influencing tumor growth via disulfidptosis, tumor microenvironment alterations, and metabolic pathways. Its high expression correlates with immune escape. This study suggests RNH1 as a potential therapeutic target for CRC, warranting further exploration of its mechanistic roles and treatment potential.</p>","PeriodicalId":14891,"journal":{"name":"Journal of Applied Genetics","volume":" ","pages":""},"PeriodicalIF":1.9,"publicationDate":"2025-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145714475","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Journal of Applied Genetics
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