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RNA-Seq of Cultured Peripheral Blood Lymphocytes Improves Identification of Cryptic Splicing Defects in Rare Disease Diagnostics 培养的外周血淋巴细胞RNA-Seq提高了罕见病诊断中隐剪接缺陷的识别。
IF 3.7 2区 医学 Q2 GENETICS & HEREDITY Pub Date : 2026-01-08 DOI: 10.1155/humu/9635551
Jinlin Ren, Congling Dai, Fei Meng, Pan Zhang, Chunbo Xie, Wenjuan Xiao, Wenbin He, Shimin Yuan, Xiurong Li, Qianjun Zhang, Weiling Tang, Liang Hu, Zixu Chen, Guangxiu Lu, Juan Du, Sicong Zeng, Ge Lin

Accurate identification of the genetic determinants of rare diseases is essential for effective recurrence-risk management and informed reproductive decision-making. Although whole-exome sequencing (WES) and whole-genome sequencing (WGS) have significantly improved diagnostic capabilities, a subset of affected families still receives no definitive molecular diagnosis. RNA sequencing (RNA-seq) has emerged as a promising complementary diagnostic tool, yet its clinical implementation in the context of preconception genetic counseling remains underexplored. We used phytohemagglutinin-activated peripheral blood cells (PHACs) as a robust RNA source and enhanced conventional RNA-seq through the integration of three analytical innovations: (1) transcript isoform distribution (TID) analysis, (2) realignment against the MANE (Matched Annotation from NCBI and EMBL-EBI) reference transcriptome, and (3) pharmacological induction–based cryptic splicing detection. This optimized pipeline was applied to 55 rare-disease families with negative WES/WGS results who were undergoing preconception genetic counseling. Based on prior evaluations, families were grouped as VUS (n = 7), suspected-gene/variant-negative (n = 10), and unsolved/no-candidate (n = 38). PHACs showed reduced interindividual variability and higher RNA integrity than fresh PBMCs (median RIN: 9.77 vs. 8.97; p < 0.0001). The optimized workflow improved diagnostic yield by 2.2-fold (20% vs. 9%). Stratified analysis revealed positive rates of 71% (VUS), 40% (suspected-gene/variant-negative), and 5.2% (unsolved/no-candidate). Among the 11 positive cases, 10 received definitive diagnoses, leading to diverse reproductive decisions. This enhanced RNA-seq workflow provides a clinically applicable and scalable strategy for improving molecular diagnostics in reproductive and preconception settings, offering a valuable model for future clinical transcriptomics.

准确识别罕见病的遗传决定因素对于有效的复发风险管理和知情的生殖决策至关重要。尽管全外显子组测序(WES)和全基因组测序(WGS)显著提高了诊断能力,但仍有一部分受影响家庭无法得到明确的分子诊断。RNA测序(RNA-seq)已成为一种有前途的补充诊断工具,但其在孕前遗传咨询方面的临床应用仍未得到充分探索。我们将植物血凝素激活的外周血细胞(PHACs)作为强大的RNA来源,并通过整合三种分析创新来增强传统的RNA-seq:(1)转录物异构体分布(TID)分析,(2)根据MANE (NCBI和EMBL-EBI的匹配注释)参考转录组进行重组,以及(3)基于药理诱导的隐剪接检测。该优化管道应用于55个WES/WGS阴性的罕见病家庭,这些家庭正在接受孕前遗传咨询。根据先前的评估,将家族分为VUS (n = 7)、疑似基因/变异阴性(n = 10)和未解决/无候选(n = 38)。与新鲜pbmc相比,PHACs的个体间变异性降低,RNA完整性更高(中位RIN: 9.77 vs. 8.97; p < 0.0001)。优化后的工作流程将诊断率提高了2.2倍(20% vs. 9%)。分层分析显示阳性率为71% (VUS), 40%(疑似基因/变异阴性)和5.2%(未解/无候选)。在11例阳性病例中,10例得到了明确的诊断,导致了不同的生育决定。这种增强的RNA-seq工作流程为改善生殖和孕前环境中的分子诊断提供了一种临床适用和可扩展的策略,为未来的临床转录组学提供了有价值的模型。
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引用次数: 0
Characterization of Copy Number Variants in Hereditary Cancer Patients Through NGS Shows a Distinctive PALB2 Contribution to the Diagnostic Yield 通过NGS对遗传性癌症患者拷贝数变异的表征显示PALB2对诊断率的独特贡献
IF 3.7 2区 医学 Q2 GENETICS & HEREDITY Pub Date : 2026-01-03 DOI: 10.1155/humu/6601291
Lia Bonamici, Lucia Artuso, Marco Marino, Angela Toss, Diletta Sidoti, Elena Barbieri, Marta Venturelli, Isabella Marchi, Chiara Pescucci, Rossella Manfredini, Laura Papi, Massimo Dominici, Laura Cortesi, Elena Tenedini, Enrico Tagliafico

The extensive use of next-generation sequencing (NGS) multi-gene panels and advanced analysis algorithms have led to the identification of numerous genetic variants associated with breast, ovarian, and pancreatic cancer. Copynumber variations (CNVs), defined as deletions and duplications of specific DNA regions, account for up to 10% of pathogenic variants and can affect any of the cancer-predisposing genes. Despite this, CNVs’ contribution beyond BRCA1 and BRCA2 remains underexplored. This observational study analyzed data from 2949 patients, primarily affected by breast or ovarian cancer, who underwent NGS testing with a 22-gene hereditary cancer panel between 2018 and 2023, with a focus on CNV results. In line with comparison studies, a total diagnostic yield of 14.8% was observed with pathogenic variants in BRCA1, BRCA2, CHEK2, ATM, and PALB2 accounting for most of positive findings. In contrast, CNVs were found in 1.4% of patients, displaying a peculiar distribution pattern. PALB2 exhibited the highest frequency of pathogenic CNVs (66.7%), representing 62.2% of all PALB2 pathogenic variants. Notably, 24 out of 28 PALB2 CNV carriers shared the deletion of Exon 11. Further investigations revealed identical breakpoints and common geographical origins, and moreover, the same haplotype for some of the families suggests a relatively recent founder effect. Simultaneous sequence and copy number analyses resulted in likely higher positive predictive value of the test and, more interestingly, disclosed an unforeseen single contribution of CNVs in PALB2 gene, confirming geography as a key factor in shaping human genetic variations.

下一代测序(NGS)多基因面板和先进的分析算法的广泛使用已经导致了与乳腺癌、卵巢癌和胰腺癌相关的许多遗传变异的鉴定。Copynumber变异(CNVs),定义为特定DNA区域的缺失和复制,占致病变异的10%,可以影响任何致癌基因。尽管如此,除了BRCA1和BRCA2之外,CNVs的贡献仍未得到充分研究。这项观察性研究分析了2949名主要受乳腺癌或卵巢癌影响的患者的数据,这些患者在2018年至2023年期间接受了22基因遗传性癌症小组的NGS测试,重点关注CNV结果。与比较研究一致,总诊断率为14.8%,其中BRCA1、BRCA2、CHEK2、ATM和PALB2的致病变异占阳性结果的大部分。相比之下,在1.4%的患者中发现了CNVs,显示出一种特殊的分布模式。PALB2致病性CNVs频率最高(66.7%),占PALB2所有致病性变异的62.2%。值得注意的是,28个PALB2 CNV携带者中有24个共享外显子11的缺失。进一步的调查发现了相同的断点和共同的地理起源,此外,一些家族的相同单倍型表明了相对较近的奠基人效应。同时进行的序列和拷贝数分析可能导致更高的阳性预测值,更有趣的是,揭示了PALB2基因CNVs的不可预见的单一贡献,证实了地理是塑造人类遗传变异的关键因素。
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引用次数: 0
Developing Del2Phen: A Novel Phenotype Description Tool for Chromosome Deletions 开发Del2Phen:一种新的染色体缺失表型描述工具。
IF 3.7 2区 医学 Q2 GENETICS & HEREDITY Pub Date : 2026-01-02 DOI: 10.1155/humu/5239482
Eleana Rraku, Tyler D. Medina, Conny M. A. van Ravenswaaij-Arts, Mariska K. Slofstra, Morris A. Swertz, Trijnie Dijkhuizen, Lennart F. Johansson, Aafke Engwerda

Information on the health-related consequences of rare chromosome disorders is often limited, posing challenges for both patients and their families. The Chromosome 6 Project aims to bridge this knowledge gap for structural aberrations involving chromosome 6 by providing parents of affected children with information on the expected phenotypes of their child. To achieve this, detailed phenotype and genotype data are collected directly from parents worldwide and supplemented with data from literature reports, resulting thus far in a dataset of over 500 individuals. This comprehensive data pool was used to develop Del2Phen, a software tool introduced in this paper that generates aberration-specific phenotype information for chromosome disorders. Del2Phen identifies individuals with a deletion or duplication similar to that of a new patient (index) and produces a clinical description for the index based on phenotypic features observed in these genotypically similar individuals. Genotypic similarity is determined using existing knowledge on the haploinsufficiency effect of genes and established gene–phenotype relationships. The optimal genotypic similarity parameters for chromosome 6 deletions were evaluated, which led to thorough and reliable clinical descriptions based on sufficiently large groups of individuals with highly similar deletions. Although currently optimised for chromosome 6 deletions, Del2Phen can also be applied to deletions involving other chromosomes and is easily adapted for use on duplications, given sufficient data are available. Del2Phen can already be used to expedite data analysis for chromosome disorders, thus aiding healthcare professionals in delivering appropriate clinical care. Lastly, this tool will be integrated into an interactive website designed for parents of children with a chromosome 6 aberration, providing essential health information in a timely and accessible manner.

关于罕见染色体疾病与健康有关的后果的信息往往有限,这对患者及其家属都构成了挑战。6号染色体项目旨在通过向受影响儿童的父母提供有关其孩子预期表型的信息,弥合涉及6号染色体结构畸变的知识差距。为了实现这一目标,我们直接从世界各地的父母那里收集了详细的表型和基因型数据,并补充了文献报告中的数据,迄今为止已经形成了一个超过500人的数据集。利用这一综合数据池开发了Del2Phen,这是一种软件工具,可以生成染色体疾病的畸变特异性表型信息。Del2Phen识别具有与新患者相似的缺失或重复的个体(索引),并根据在这些基因型相似的个体中观察到的表型特征为该索引生成临床描述。基因型相似性是利用现有的关于基因单倍不足效应的知识和已建立的基因-表型关系来确定的。对6号染色体缺失的最佳基因型相似性参数进行了评估,从而基于具有高度相似缺失的足够大的个体群体进行了全面可靠的临床描述。尽管目前对6号染色体缺失进行了优化,Del2Phen也可以应用于涉及其他染色体的缺失,并且很容易适用于复制,只要有足够的数据可用。Del2Phen已经可以用于加速染色体疾病的数据分析,从而帮助医疗保健专业人员提供适当的临床护理。最后,该工具将被整合到一个为6号染色体畸变儿童的父母设计的互动网站中,以及时和可访问的方式提供必要的健康信息。
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引用次数: 0
The Emerging TNNT3 Spectrum: From Distal Arthrogryposis to Congenital Myopathy 新出现的TNNT3谱:从远端关节挛缩到先天性肌病。
IF 3.7 2区 医学 Q2 GENETICS & HEREDITY Pub Date : 2025-12-28 DOI: 10.1155/humu/1785045
Nami Altin, Kamel Mamchaoui, Jessica Ohana, Anne Bigot, Beatrice Corradi, Luca Maragliano, Francesca Madia, Marzia Ognibene, Mohammad Sadegh Shams Nosrati, Dario Paladini, Michele Iacomino, Asma Rashid, Olaf Bodamer, Susana Quijano-Roy, Jaya Punetha, Valeria Capra, Federico Zara, Capucine Trollet, Marcello Scala

Distal arthrogryposis (DA) is a group of nonprogressive congenital muscular disorders affecting distal limb joints, without concurrent neuromuscular disease. Ten different types of DAs are known, with many different genes involved. Dominant variants in TNNT3 (MIM ∗600692) cause DA type 2B2 (MIM #618435), a severe condition featuring dysmorphism, distal contractures, and deformities of hands and feet. TNNT3 encodes the fast skeletal troponin T, an essential component of the troponin complex that is necessary for calcium-coupled contraction initiation in the striated muscle. Recently, homozygous splicing variants in TNNT3 have been reported in two subjects with a distinctive congenital myopathy, only partially overlapping DA2B2. However, no functional evidence was provided. In this study, we investigated two patients presenting with myopathic conditions at different ends of the TNNT3 spectrum. One subject showed DA, whereas the second displayed a severe congenital myopathy featuring hypotonia, DA, and dysmorphism. Through exome sequencing, we identified the de novo missense change p.(Arg63His) in Subject #1 and biallelic TNNT3 variants in Subject #2, featuring a splicing and a stop gain variant. The p.(Arg63His) was predicted to affect the stability of troponin T3 in silico, and we confirmed this by western blot. Then, employing different biochemical approaches, we showed that the truncated variants identified in #2 (p.[Tyr13∗] and c.480+5G>A) lead to loss of the full-length protein. Our findings refine and expand the TNNT3 genotype–phenotype spectrum, suggesting that recessive TNNT3-related congenital myopathy should be considered a discrete entity caused by biallelic loss-of-function variants.

远端关节挛缩症(DA)是一组影响远端肢体关节的非进行性先天性肌肉疾病,无并发神经肌肉疾病。已知有十种不同类型的da,涉及许多不同的基因。TNNT3 (MIM * 600692)的显性变异导致DA 2B2型(MIM #618435),这是一种以畸形、远端挛缩和手脚畸形为特征的严重疾病。TNNT3编码快速骨骼肌钙蛋白T,这是肌钙蛋白复合物的重要组成部分,是横纹肌钙偶联收缩起始所必需的。最近,TNNT3的纯合剪接变异在两名患有独特先天性肌病的患者中被报道,仅部分重叠DA2B2。然而,没有提供功能证据。在这项研究中,我们调查了两名在TNNT3谱不同末端表现出肌病状况的患者。一名受试者表现为肌张力减退,而另一名则表现为严重的先天性肌病,包括肌张力减退、肌张力减退和畸形。通过外显子组测序,我们在受试者#1中发现了从头错义改变p.(Arg63His),在受试者#2中发现了双等位基因TNNT3变异,具有剪接和停止增益变异。p.(Arg63His)在硅片上预测会影响肌钙蛋白T3的稳定性,我们通过western blot证实了这一点。然后,采用不同的生化方法,我们发现在#2中鉴定的截断变异体(p.[Tyr13∗]和c.480+5G>A)导致全长蛋白的丢失。我们的研究结果完善并扩展了TNNT3基因型-表型谱,表明隐性TNNT3相关的先天性肌病应被视为由双等位基因功能丧失变异引起的离散实体。
{"title":"The Emerging TNNT3 Spectrum: From Distal Arthrogryposis to Congenital Myopathy","authors":"Nami Altin,&nbsp;Kamel Mamchaoui,&nbsp;Jessica Ohana,&nbsp;Anne Bigot,&nbsp;Beatrice Corradi,&nbsp;Luca Maragliano,&nbsp;Francesca Madia,&nbsp;Marzia Ognibene,&nbsp;Mohammad Sadegh Shams Nosrati,&nbsp;Dario Paladini,&nbsp;Michele Iacomino,&nbsp;Asma Rashid,&nbsp;Olaf Bodamer,&nbsp;Susana Quijano-Roy,&nbsp;Jaya Punetha,&nbsp;Valeria Capra,&nbsp;Federico Zara,&nbsp;Capucine Trollet,&nbsp;Marcello Scala","doi":"10.1155/humu/1785045","DOIUrl":"10.1155/humu/1785045","url":null,"abstract":"<p>Distal arthrogryposis (DA) is a group of nonprogressive congenital muscular disorders affecting distal limb joints, without concurrent neuromuscular disease. Ten different types of DAs are known, with many different genes involved. Dominant variants in <i>TNNT3</i> (MIM ∗600692) cause DA type 2B2 (MIM #618435), a severe condition featuring dysmorphism, distal contractures, and deformities of hands and feet. <i>TNNT3</i> encodes the fast skeletal troponin T, an essential component of the troponin complex that is necessary for calcium-coupled contraction initiation in the striated muscle. Recently, homozygous splicing variants in <i>TNNT3</i> have been reported in two subjects with a distinctive congenital myopathy, only partially overlapping DA2B2. However, no functional evidence was provided. In this study, we investigated two patients presenting with myopathic conditions at different ends of the <i>TNNT3</i> spectrum. One subject showed DA, whereas the second displayed a severe congenital myopathy featuring hypotonia, DA, and dysmorphism. Through exome sequencing, we identified the de novo missense change p.(Arg63His) in Subject #1 and biallelic <i>TNNT3</i> variants in Subject #2, featuring a splicing and a stop gain variant. The p.(Arg63His) was predicted to affect the stability of troponin T3 in silico, and we confirmed this by western blot. Then, employing different biochemical approaches, we showed that the truncated variants identified in #2 (p.[Tyr13∗] and c.480+5G&gt;A) lead to loss of the full-length protein. Our findings refine and expand the <i>TNNT3</i> genotype–phenotype spectrum, suggesting that recessive <i>TNNT3</i>-related congenital myopathy should be considered a discrete entity caused by biallelic loss-of-function variants.</p>","PeriodicalId":13061,"journal":{"name":"Human Mutation","volume":"2025 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12745331/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145862283","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Homozygous Deletion of the Epigenetic Regulator PHF20 in Individuals With Neurodevelopmental Disorder 表观遗传调控因子PHF20在神经发育障碍个体中的纯合缺失
IF 3.7 2区 医学 Q2 GENETICS & HEREDITY Pub Date : 2025-12-22 DOI: 10.1155/humu/6484814
Shira Yanovsky Dagan, Hongwen Xuan, Jonathan Rips, Emuna Paz-Ebstein, Talia Baer, Shira Gross, Ayala Frumkin, Xiaobing Shi, Tamar Harel

PHF20 encodes plant homeodomain finger protein 20 (PHF20), a component of the KAT8-containing nonspecific lethal (NSL) complex that deposits acetylation on histone H4 to activate gene expression. We report two unrelated individuals with developmental delay, microcephaly, and distinctive facial features, in whom exome sequencing and chromosomal microarray analysis revealed a homozygous deletion of PHF20 that segregated with the disease phenotype in their families. Breakpoint junction sequencing revealed an Alu–Alu-mediated deletion event. Western blot in cells from an affected individual showed undetectable PHF20, while levels of other NSL complex subunits were unaltered. Transcriptomic and epigenomic analysis revealed significant downregulation of gene pathways related to cell projection and neuronal development, associated with reduced histone H4K16 acetylation at these genes. In conclusion, our data suggest that homozygous deletion of PHF20 leads to a neurodevelopmental syndrome, potentially through targeted epigenetic dysregulation and altered gene expression essential for neuronal development. Identifying additional families with biallelic PHF20 variants will further delineate the phenotypic spectrum, and molecular studies in neuronal cell lines will be essential for understanding the disease mechanism.

PHF20编码植物同源结构域手指蛋白20 (PHF20), PHF20是含有kat8的非特异性致死(NSL)复合体的一个组成部分,它在组蛋白H4上沉积乙酰化以激活基因表达。我们报告了两个不相关的个体,他们患有发育迟缓,小头畸形和独特的面部特征,其中外显子组测序和染色体微阵列分析显示PHF20的纯合缺失,并在其家族中与疾病表型分离。断点连接测序揭示了一个alu - alu介导的缺失事件。Western blot检测受影响个体的细胞显示PHF20检测不到,而其他NSL复合物亚单位的水平没有改变。转录组学和表观基因组学分析显示,与细胞投射和神经元发育相关的基因通路显著下调,与这些基因上组蛋白H4K16乙酰化降低有关。总之,我们的数据表明,PHF20的纯合缺失可能通过靶向表观遗传失调和神经元发育必需的基因表达改变导致神经发育综合征。确定具有双等位基因PHF20变异的其他家族将进一步描绘表型谱,神经细胞系的分子研究将对了解疾病机制至关重要。
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引用次数: 0
FLLL31 Induces Apoptosis via the FOXO4/BCL6 Axis to Inhibit Bladder Cancer Progression FLLL31通过FOXO4/BCL6轴诱导细胞凋亡抑制膀胱癌进展
IF 3.7 2区 医学 Q2 GENETICS & HEREDITY Pub Date : 2025-12-22 DOI: 10.1155/humu/5947612
Yu Han, Jingxuan Peng, Wenjie Yan, Ziqiang Wu, Zhengyan Tang

Bladder cancer represents one of the most common malignancies globally, posing a severe threat to human health. Through compound library screening, we identified tetramethylcurcumin (FLLL31), a diketone analog of curcumin, as exhibiting significant inhibitory effects on the malignant biological behaviors of bladder cancer cells. Although possessing diverse biological activities, the application of FLLL31 in bladder cancer has not been reported previously. To investigate the function and mechanism of FLLL31, we assessed its impact on the proliferation, migration, and invasion of T24 and 5637 cells using CCK-8, EdU, colony formation, and Transwell. The in vivo efficacy of FLLL31 was evaluated by intraperitoneal injection in BALB/c-nu mice bearing subcutaneous xenografts. Utilizing RNA-seq, qRT-PCR, Western blotting, electron microscopy, flow cytometry, and JC-1 staining, we further explored the mechanism underlying FLLL31′s inhibition of malignant behaviors in bladder cancer cells. The results demonstrate that FLLL31 inhibits malignant bladder cancer behaviors by inducing apoptosis via the FOXO4/BCL6 axis. This pathway was further confirmed by the observation that lentiviral knockdown of either FOXO4 or BCL6 attenuated FLLL31-induced apoptosis. Mechanistically, FLLL31 upregulates FOXO4, leading to increased BCL6 expression. This subsequently suppresses the antiapoptotic protein Bcl-xL, thereby triggering apoptosis. These findings highlight the therapeutic potential of FLLL31 for bladder cancer and identify the FOXO4/BCL6 pathway as a promising novel target.

膀胱癌是全球最常见的恶性肿瘤之一,对人类健康构成严重威胁。通过化合物文库筛选,我们发现姜黄素的二酮类类似物四甲基姜黄素(tetramethylcurcumin, FLLL31)对膀胱癌细胞的恶性生物学行为具有显著的抑制作用。虽然FLLL31具有多种生物活性,但在膀胱癌中的应用尚未见报道。为了研究FLLL31的功能和机制,我们采用CCK-8、EdU、集落形成和Transwell等方法评估了FLLL31对T24和5637细胞增殖、迁移和侵袭的影响。通过腹腔注射FLLL31在BALB/c-nu小鼠皮下异种移植物中的体内疗效。我们利用RNA-seq、qRT-PCR、Western blotting、电镜、流式细胞术、JC-1染色等方法进一步探讨了FLLL31抑制膀胱癌细胞恶性行为的机制。结果表明,FLLL31通过FOXO4/BCL6轴诱导细胞凋亡,从而抑制恶性膀胱癌行为。观察到慢病毒敲低FOXO4或BCL6均能减弱flll31诱导的细胞凋亡,进一步证实了这一途径。从机制上讲,FLLL31上调FOXO4,导致BCL6表达增加。这随后抑制抗凋亡蛋白Bcl-xL,从而引发细胞凋亡。这些发现突出了FLLL31治疗膀胱癌的潜力,并确定FOXO4/BCL6通路是一个有希望的新靶点。
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引用次数: 0
Development of Novel PANoptosis-Related Gene Signatures to Predict the Prognosis of Patients With Stomach Adenocarcinoma 胃腺癌患者预测预后的新型panopisosis相关基因标记的发展
IF 3.7 2区 医学 Q2 GENETICS & HEREDITY Pub Date : 2025-12-21 DOI: 10.1155/humu/5319444
Xin Wu, Linde Sun, Peifa Liu, Qiong Wang, Yu Wang

Background

PANoptosis, as an inflammatory programmed cell death, is involved in tumor development. This study set out to discover novel PANoptosis-correlated prognostic signatures in stomach adenocarcinoma (STAD), a prevalent malignancy of the digestive system.

Methods

STAD samples were derived from a public database, and PANoptosis-related genes (PRGs) were acquired from existing reports. Prognosis-related PRGs were screened by univariate Cox regression analysis. Molecular subtypes of STAD were identified by the “ConsensusClusterPlus” package. The “Limma” package was employed to filter differentially expressed genes (DEGs) between different subtypes. PANoptosis-related prognostic signatures in STAD were identified to establish the RiskScore model. The RiskScore and some of the clinical features were integrated to establish a nomogram. Immune cell infiltration and TIDE score in different risk groups were compared. Correlation between immune checkpoint genes, drug sensitivity, and RiskScore was analyzed by the Spearman method. The biological function of PANoptosis-related signature genes in STAD was preliminarily explored by in vitro cell experiments.

Results

Based on 18 prognosis-related PRGs, two molecular subtypes of STAD were recognized, and the C1 subtype showed a lower overall survival (OS) rate than the C2 subtype. Further, three PANoptosis-related signature genes (APOD, GPC3, and SERPINE1) were determined to establish a RiskScore model that could accurately assess the prognostic outcomes for STAD patients. Then, by integrating RiskScore with clinical features, a nomogram was established. The high-risk group had higher immune cell infiltration and TIDE score and lower OS rate than those with a low risk. RiskScore was positively correlated with nine immune checkpoint genes. Besides, we screened 23 drugs that significantly correlated with RiskScore. In vitro cell experiments showed that the mRNA and protein levels of APOD, GPC3, and SERPINE1 were upregulated in the STAD cell line and that APOD knockout significantly reduced cancer cell proliferation, migration, and invasion levels and increased the apoptotic capacity of the STAD cell line.

Conclusion

This study established a PANoptosis-related RiskScore model for assessing STAD patient prognosis, which could contribute to the personalized treatment of STAD.

PANoptosis是一种炎症性程序性细胞死亡,参与肿瘤的发展。本研究旨在发现胃腺癌(STAD)(一种常见的消化系统恶性肿瘤)中新的panoposis相关预后特征。方法STAD样本来源于公共数据库,panoptosis相关基因(PRGs)来源于已有报道。采用单因素Cox回归分析筛选与预后相关的PRGs。STAD的分子亚型通过“ConsensusClusterPlus”软件包进行鉴定。采用“Limma”包筛选不同亚型之间的差异表达基因(DEGs)。确定STAD中panopatous相关的预后特征以建立RiskScore模型。将风险评分和一些临床特征综合起来建立一个nomogram。比较不同危险组免疫细胞浸润及TIDE评分。采用Spearman方法分析免疫检查点基因、药物敏感性和RiskScore之间的相关性。通过体外细胞实验,初步探讨STAD中panopisosis相关特征基因的生物学功能。结果基于18个预后相关PRGs,识别出两种STAD分子亚型,C1亚型的总生存率(OS)低于C2亚型。进一步,测定三个panoposis相关的标志基因(APOD、GPC3和SERPINE1),建立能够准确评估STAD患者预后的RiskScore模型。然后,将RiskScore与临床特征相结合,建立nomogram。高危组免疫细胞浸润和TIDE评分高于低危组,OS率低于低危组。RiskScore与9个免疫检查点基因呈正相关。此外,我们筛选了23种与RiskScore显著相关的药物。体外细胞实验表明,APOD、GPC3和SERPINE1 mRNA和蛋白水平在STAD细胞系中上调,APOD敲除显著降低了STAD细胞系癌细胞的增殖、迁移和侵袭水平,增加了STAD细胞系的凋亡能力。结论本研究建立了评估STAD患者预后的panoptosis相关RiskScore模型,有助于STAD的个性化治疗。
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引用次数: 0
Correction to “Genotype–phenotype correlations in individuals with pathogenic RERE variants” 更正“致病性RERE变异个体的基因型-表型相关性”。
IF 3.7 2区 医学 Q2 GENETICS & HEREDITY Pub Date : 2025-12-19 DOI: 10.1155/humu/9821512

V. K. Jordan, B. Fregeau, X. Ge, et al., “Genotype–phenotype correlations in individuals with pathogenic RERE variants,” Human Mutation 2018, no. 39, 666–675, https://doi.org/10.1002/humu.23400.

In the article titled “Genotype–phenotype correlations in individuals with pathogenic RERE variants,” Table 1 contained an error in Row S3. The corrected data are now reflected in the revised Table 1 as follows.

We apologize for this error.

[这更正了文章DOI: 10.1002/humu.23400.]。
{"title":"Correction to “Genotype–phenotype correlations in individuals with pathogenic RERE variants”","authors":"","doi":"10.1155/humu/9821512","DOIUrl":"10.1155/humu/9821512","url":null,"abstract":"<p>V. K. Jordan, B. Fregeau, X. Ge, et al., “Genotype–phenotype correlations in individuals with pathogenic <i>RERE</i> variants,” <i>Human Mutation</i> 2018, no. 39, 666–675, https://doi.org/10.1002/humu.23400.</p><p>In the article titled “Genotype–phenotype correlations in individuals with pathogenic <i>RERE</i> variants,” Table 1 contained an error in Row S3. The corrected data are now reflected in the revised Table 1 as follows.</p><p>We apologize for this error.</p>","PeriodicalId":13061,"journal":{"name":"Human Mutation","volume":"2025 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12716887/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145804376","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Causal Relationships Between Pregnancy, Menstrual History, and Endometrial Cancer With Mediating Effects of Metabolism-Related Traits 妊娠、月经史和子宫内膜癌之间的因果关系与代谢相关特征的中介作用。
IF 3.7 2区 医学 Q2 GENETICS & HEREDITY Pub Date : 2025-12-18 DOI: 10.1155/humu/3401957
Meifang Zhou, Suiping Dai, Tingting Zhu, Shihao Hong

Background

Periods and pregnancy may affect the development of endometrial cancer by affecting the secretion of sex hormones, but the causal relationship is not clear, and its mediating factors need to be explored.

Methods

In this study, multivariable Mendelian randomization was used to analyze summary statistics of genome-wide association studies of European ancestry, to evaluate the effect of 10 period- or pregnancy-related factors on endometrial cancer. In addition, we performed the heterogeneity test and pleiotropy test to analyze the sensitivity. Because of the effect of sex hormones on body metabolism and the relationship between metabolism-related traits and cancer, we explored the mediating effect of metabolism-related traits by two-step Mendelian randomization.

Results

This study showed that age at menarche (p = 1.21e − 05; OR = 0.6852; 95% CI: 0.5784–0.8116), age at menopause (p = 0.00098; OR = 1.242; 95% CI: 1.0919–1.4127), and sex hormone–binding globulin (SHBG) levels (p = 7.4e − 07; OR = 0.5914; 95% CI: 0.4804–0.7281) have an independent causal relationship with the incidence of endometrial cancer. Moreover, several obesity-related traits play a mediating role in the causal relationship between age at menarche and endometrial cancer. The mediators and their mediating effects are BMI (55.54%), obesity (30.37%), waist circumference preference (27.67%), body fat percentage (17.61%), and waist-to-hip ratio (14.82%). These results are robust to sensitivity analysis.

Conclusion

This study demonstrated the independent effect of pregnancy- and period-related factors on endometrial cancer and suggested that avoiding obesity may be an effective method to prevent endometrial cancer for patients with premature menarche.

背景:月经和妊娠可能通过影响性激素分泌来影响子宫内膜癌的发生发展,但因果关系尚不清楚,其中介因素有待探索。方法:本研究采用多变量孟德尔随机化方法,对欧洲血统全基因组关联研究的汇总统计数据进行分析,评估10种经期或妊娠相关因素对子宫内膜癌的影响。此外,我们进行异质性检验和多效性检验来分析敏感性。鉴于性激素对机体代谢的影响以及代谢相关性状与癌症的关系,我们采用两步孟德尔随机化方法探讨了代谢相关性状的中介作用。结果:本研究显示,初月经年龄(p = 1.21e - 05; OR = 0.6852; 95% CI: 0.5784-0.8116)、绝经年龄(p = 0.00098; OR = 1.242; 95% CI: 1.0919-1.4127)、性激素结合球蛋白(SHBG)水平(p = 7.40 e- 07; OR = 0.5914; 95% CI: 0.4804-0.7281)与子宫内膜癌的发生有独立的因果关系。此外,一些肥胖相关的特征在月经初潮年龄与子宫内膜癌的因果关系中起中介作用。BMI(55.54%)、肥胖(30.37%)、腰围偏好(27.67%)、体脂率(17.61%)、腰臀比(14.82%)为中介因子及其中介作用。这些结果对敏感性分析是稳健的。结论:本研究证实了妊娠和经期相关因素对子宫内膜癌的独立影响,提示避免肥胖可能是预防月经初潮过早患者发生子宫内膜癌的有效方法。
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引用次数: 0
Stem Cell–Related Gene CALR as a Novel Prognostic Factor for Bladder Cancer: Implications for Immunotherapy 干细胞相关基因CALR作为膀胱癌新的预后因子:免疫治疗的意义。
IF 3.7 2区 医学 Q2 GENETICS & HEREDITY Pub Date : 2025-12-17 DOI: 10.1155/humu/5569005
Zhihao Ling, Shuo He, Tianyu Li, Jiandong Zhang, Beibei Liu

Cancer stem cells (CSCs) are a unique category of cells located within tumors, characterized by their exceptional self-renewal abilities and capacity to differentiate into different types of tumor cells. These cells are crucial in processes such as tumor metastasis, recurrence, and resistance to treatment. Nevertheless, their particular roles in bladder urothelial carcinoma (BLCA) require deeper exploration. This investigation firstly assessed the relationships between genes associated with CSCs and both the prognostic outcomes and responses to immunotherapy in patients with BLCA using cluster analysis methods. Among the genes linked to stem cells, CALR was identified as the most notable prognostic marker by the XGBoost algorithm. Additionally, the study explored the correlation between CALR and immune cell infiltration, as well as its interaction with mitomycin using molecular docking methods. In vitro experiments further validated that CALR affects BLCA stem cells. Utilizing multiple machine learning approaches, this study identified 14 essential stem cell–associated genes, underscoring their significance for BLCA diagnosis and potential therapeutic targeting. Critically, CALR demonstrates a strong correlation with prognostic outcomes and immunotherapy responses in BLCA, consistent with experimental findings indicating its elevated expression in BLCA and association with poor prognosis. Laboratory investigations have demonstrated that reducing CALR expression can lessen the stemness features of BLCA. Our results highlight the critical role of genes related to stem cells in BLCA and identify CALR as a promising target associated with stem cell functionality.

肿瘤干细胞(Cancer stem cells, CSCs)是肿瘤中一类独特的细胞,其特点是具有卓越的自我更新能力和分化成不同类型肿瘤细胞的能力。这些细胞在肿瘤转移、复发和治疗抵抗等过程中起着至关重要的作用。然而,它们在膀胱尿路上皮癌(BLCA)中的特殊作用需要更深入的探讨。本研究首先使用聚类分析方法评估了与CSCs相关的基因与BLCA患者的预后和免疫治疗反应之间的关系。在与干细胞相关的基因中,通过XGBoost算法,CALR被确定为最显著的预后标志物。此外,本研究还利用分子对接方法探讨了CALR与免疫细胞浸润的关系,以及CALR与丝裂霉素的相互作用。体外实验进一步验证了CALR对BLCA干细胞的影响。利用多种机器学习方法,本研究确定了14个必要的干细胞相关基因,强调了它们对BLCA诊断和潜在治疗靶向的重要性。重要的是,CALR与BLCA的预后结果和免疫治疗反应密切相关,这与实验结果一致,表明CALR在BLCA中的表达升高并与不良预后相关。实验室研究表明,减少CALR表达可以减轻BLCA的干性特征。我们的研究结果强调了与干细胞相关的基因在BLCA中的关键作用,并确定CALR是与干细胞功能相关的有希望的靶标。
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Human Mutation
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