Autosomal dominant tubulointerstitial kidney disease (ADTKD) is a rare monogenic kidney disorder characterized by progressive tubular atrophy and interstitial fibrosis. It is primarily associated with pathogenic variants in genes such as UMOD (uromodulin), REN (renin), MUC1 (mucin 1), and HNF1B (hepatocyte nuclear factor 1-beta). We report a unique Chinese case of ADTKD-UMOD in a patient carrying a UMOD gene mutation. The clinical presentation was complex: in addition to the classic features of UMOD mutations (hyperuricemia and gout), the patient exhibited endocrine and metabolic abnormalities typically linked to REN gene defects (ADTKD-REN), including anemia, hypotension, and hyporeninemic hypoaldosteronism. However, renal biopsy and genetic testing ultimately confirmed the diagnosis as ADTKD caused by a heterozygous missense mutation in UMOD gene.
{"title":"Case Report: UMOD gene mutation and phenotypic overlap with REN in autosomal dominant tubulointerstitial kidney disease.","authors":"Jingying Xu, Enhui Chen, Wen Shi, Wenhui He, Dongrong Yu, Xianfa Li","doi":"10.3389/fgene.2025.1661377","DOIUrl":"10.3389/fgene.2025.1661377","url":null,"abstract":"<p><p>Autosomal dominant tubulointerstitial kidney disease (ADTKD) is a rare monogenic kidney disorder characterized by progressive tubular atrophy and interstitial fibrosis. It is primarily associated with pathogenic variants in genes such as UMOD (uromodulin), REN (renin), MUC1 (mucin 1), and HNF1B (hepatocyte nuclear factor 1-beta). We report a unique Chinese case of ADTKD-UMOD in a patient carrying a UMOD gene mutation. The clinical presentation was complex: in addition to the classic features of UMOD mutations (hyperuricemia and gout), the patient exhibited endocrine and metabolic abnormalities typically linked to REN gene defects (ADTKD-REN), including anemia, hypotension, and hyporeninemic hypoaldosteronism. However, renal biopsy and genetic testing ultimately confirmed the diagnosis as ADTKD caused by a heterozygous missense mutation in UMOD gene.</p>","PeriodicalId":12750,"journal":{"name":"Frontiers in Genetics","volume":"16 ","pages":"1661377"},"PeriodicalIF":2.8,"publicationDate":"2025-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12755852/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145889085","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-17eCollection Date: 2025-01-01DOI: 10.3389/fgene.2025.1764308
Rogério Saad Vaz, Israel Gomy, Katherine Athayde Teixeira de Carvalho
{"title":"Editorial: Genetics (SKINOMICS): new trends in skin aging research and clinical application.","authors":"Rogério Saad Vaz, Israel Gomy, Katherine Athayde Teixeira de Carvalho","doi":"10.3389/fgene.2025.1764308","DOIUrl":"https://doi.org/10.3389/fgene.2025.1764308","url":null,"abstract":"","PeriodicalId":12750,"journal":{"name":"Frontiers in Genetics","volume":"16 ","pages":"1764308"},"PeriodicalIF":2.8,"publicationDate":"2025-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12753181/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145878219","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-17eCollection Date: 2025-01-01DOI: 10.3389/fgene.2025.1680036
Yang Ma, Xueqing Wang, Yun Du
Objective: To explore a novel combination of methylation markers for the differential diagnosis of malignant ascites (MA).
Materials and methods: A cohort of 164 cancer patients and 20 patients with benign disease presenting with ascites was enrolled. Ascites was tested by means of cytopathological routine diagnosis and DNA methylation detection of SHOX2, RASSF1A, SEPTIN9 and HOXA9 in the cytological specimens. DNA methylation in bisulfite-converted DNA was determined using semi-quantitative methylation-specific real-time PCR (MS-PCR). In addition, Kaplan-Meier method was used to plot the Overall survival (OS) curve based on the methylation status of four genes to explore the relationship between gene methylation status and prognosis of patients with ascites. The Cox regression model was used to analyze the survival factors.
Results: Methy-All-In-One Kit (OncoMe), a novel combination of SHOX2, RASSF1A, SEPTIN9 and HOXA9 methylation, led to an additional 29.9% increase in the detection rate of MA combined with the cytopathological test, resulting in a sensitivity of 76.2%. OncoMe showed high positive detection rates in Breast Cancer (87.5%), Pancreatic Cancer (83.3%), Gastric Cancer (79.5%), Cholangiocarcinoma (72.7%) and Ovarian Cancer (68.3%). Patients in the SHOX2 and SEPTIN9 methylation-positive groups had a significantly higher risk of disease progression than those in the negative groups. The OS of SHOX2 and SEPTIN9 gene methylation test negative group was higher than that of positive group.
Conclusion: OncoMe has potential for use as a biomarker for the detection of MA. Cytological examination combined with methylation detection can greatly improve the diagnosis rate of malignant ascites. The methylation status of SHOX2 and SEPTIN9 genes is significantly correlated with the prognosis of patients with ascites.
{"title":"Diagnostic and prognostic value of polygene methylation detection in ascites.","authors":"Yang Ma, Xueqing Wang, Yun Du","doi":"10.3389/fgene.2025.1680036","DOIUrl":"10.3389/fgene.2025.1680036","url":null,"abstract":"<p><strong>Objective: </strong>To explore a novel combination of methylation markers for the differential diagnosis of malignant ascites (MA).</p><p><strong>Materials and methods: </strong>A cohort of 164 cancer patients and 20 patients with benign disease presenting with ascites was enrolled. Ascites was tested by means of cytopathological routine diagnosis and DNA methylation detection of SHOX2, RASSF1A, SEPTIN9 and HOXA9 in the cytological specimens. DNA methylation in bisulfite-converted DNA was determined using semi-quantitative methylation-specific real-time PCR (MS-PCR). In addition, Kaplan-Meier method was used to plot the Overall survival (OS) curve based on the methylation status of four genes to explore the relationship between gene methylation status and prognosis of patients with ascites. The Cox regression model was used to analyze the survival factors.</p><p><strong>Results: </strong>Methy-All-In-One Kit (OncoMe), a novel combination of SHOX2, RASSF1A, SEPTIN9 and HOXA9 methylation, led to an additional 29.9% increase in the detection rate of MA combined with the cytopathological test, resulting in a sensitivity of 76.2%. OncoMe showed high positive detection rates in Breast Cancer (87.5%), Pancreatic Cancer (83.3%), Gastric Cancer (79.5%), Cholangiocarcinoma (72.7%) and Ovarian Cancer (68.3%). Patients in the SHOX2 and SEPTIN9 methylation-positive groups had a significantly higher risk of disease progression than those in the negative groups. The OS of SHOX2 and SEPTIN9 gene methylation test negative group was higher than that of positive group.</p><p><strong>Conclusion: </strong>OncoMe has potential for use as a biomarker for the detection of MA. Cytological examination combined with methylation detection can greatly improve the diagnosis rate of malignant ascites. The methylation status of SHOX2 and SEPTIN9 genes is significantly correlated with the prognosis of patients with ascites.</p>","PeriodicalId":12750,"journal":{"name":"Frontiers in Genetics","volume":"16 ","pages":"1680036"},"PeriodicalIF":2.8,"publicationDate":"2025-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12753094/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145878230","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Introduction: Motile ciliopathies represent a group of disorders caused by impaired motility of cilia and flagella, resulting in clinical manifestations such as laterality defects, asthenospermia, chronic respiratory infections, and hydrocephalus. Although nearly 53 genes have been implicated, the genetic etiology remains unresolved in approximately 30% of cases, and the regulatory mechanisms of motile ciliogenesis are still incompletely understood.
Methods: Whole-exome sequencing was employed in a patient with laterality defects and recurrent pulmonary infections. Nasal epithelial brushings underwent high-speed video microscopy (HSVM) to evaluate ciliary beat pattern, and conventional transmission electron microscopy (TEM) to assess ultrastructure. CRISPR/Cas9 technology was harnessed to generate precise Lrrc56 knockout mice. Quantitative proteomics was conducted on Lrrc56-deficient compared with wild-type tissues to explore the mechanisms.
Results: Whole exome sequencing identified a novel homozygous frameshift variant in LRRC56 (c.148delG, p. Val50Trpfs*22) in the proband. HSVM of nasal cilia from the proband demonstrated severely dyskinetic motion, despite the absence of obvious ultrastructural defects on conventional TEM. Lrrc56-knockout mice recapitulated the patient's laterality defects and also exhibited additional phenotypes consistent with motile ciliopathies, including male infertility, hydrocephalus, and defective mucociliary clearance. Quantitative proteomic analysis revealed markedly reduced expression of cilia-associated proteins, particularly microtubule inner proteins (MIPs) and axonemal dynein assembly factors, in Lrrc56-deficient tissues compared with wild-type controls.
Discussion: Our findings establish LRRC56 as an essential regulator of ciliary motility and highlight its role in the pathogenesis of motile ciliopathies.
运动性纤毛病是由纤毛和鞭毛运动性受损引起的一组疾病,其临床表现为侧边缺陷、弱精子症、慢性呼吸道感染、脑积水等。尽管已涉及近53个基因,但在大约30%的病例中,遗传病因仍未得到解决,而运动性纤毛发生的调节机制仍未完全了解。方法:采用全外显子组测序方法对1例侧侧缺损伴复发性肺部感染患者进行分析。鼻上皮刷毛采用高速视频显微镜(HSVM)评估纤毛搏动模式,并用常规透射电子显微镜(TEM)评估其超微结构。利用CRISPR/Cas9技术产生精确的Lrrc56敲除小鼠。对lrrc56缺陷与野生型组织进行定量蛋白质组学比较,探讨其机制。结果:全外显子组测序在先证者LRRC56 (c.148delG, p. Val50Trpfs*22)中鉴定出一个新的纯合子移码变异。先证鼻纤毛的HSVM表现出严重的运动障碍,尽管在常规TEM上没有明显的超微结构缺陷。lrrc56基因敲除小鼠再现了患者的侧边缺陷,并表现出与运动性纤毛病一致的额外表型,包括男性不育、脑积水和纤毛粘液清除缺陷。定量蛋白质组学分析显示,与野生型对照相比,lrrc56缺陷组织中纤毛相关蛋白,特别是微管内蛋白(MIPs)和轴突动力蛋白组装因子的表达显著降低。讨论:我们的研究结果表明LRRC56是纤毛运动的重要调节因子,并强调了其在运动性纤毛病发病机制中的作用。
{"title":"LRRC56 deficiency cause motile ciliopathies in humans and mice.","authors":"Xiao-Hui Xie, Heng Gu, Jun-Lin Yang, Zhuang-Zhuang Yuan, Ke-Le Qin, Zhi-Ping Tan","doi":"10.3389/fgene.2025.1658063","DOIUrl":"10.3389/fgene.2025.1658063","url":null,"abstract":"<p><strong>Introduction: </strong>Motile ciliopathies represent a group of disorders caused by impaired motility of cilia and flagella, resulting in clinical manifestations such as laterality defects, asthenospermia, chronic respiratory infections, and hydrocephalus. Although nearly 53 genes have been implicated, the genetic etiology remains unresolved in approximately 30% of cases, and the regulatory mechanisms of motile ciliogenesis are still incompletely understood.</p><p><strong>Methods: </strong>Whole-exome sequencing was employed in a patient with laterality defects and recurrent pulmonary infections. Nasal epithelial brushings underwent high-speed video microscopy (HSVM) to evaluate ciliary beat pattern, and conventional transmission electron microscopy (TEM) to assess ultrastructure. CRISPR/Cas9 technology was harnessed to generate precise <i>Lrrc56</i> knockout mice. Quantitative proteomics was conducted on <i>Lrrc56</i>-deficient compared with wild-type tissues to explore the mechanisms.</p><p><strong>Results: </strong>Whole exome sequencing identified a novel homozygous frameshift variant in <i>LRRC56</i> (c.148delG, p. Val50Trpfs*22) in the proband. HSVM of nasal cilia from the proband demonstrated severely dyskinetic motion, despite the absence of obvious ultrastructural defects on conventional TEM. <i>Lrrc56</i>-knockout mice recapitulated the patient's laterality defects and also exhibited additional phenotypes consistent with motile ciliopathies, including male infertility, hydrocephalus, and defective mucociliary clearance. Quantitative proteomic analysis revealed markedly reduced expression of cilia-associated proteins, particularly microtubule inner proteins (MIPs) and axonemal dynein assembly factors, in <i>Lrrc56</i>-deficient tissues compared with wild-type controls.</p><p><strong>Discussion: </strong>Our findings establish <i>LRRC56</i> as an essential regulator of ciliary motility and highlight its role in the pathogenesis of motile ciliopathies.</p>","PeriodicalId":12750,"journal":{"name":"Frontiers in Genetics","volume":"16 ","pages":"1658063"},"PeriodicalIF":2.8,"publicationDate":"2025-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12753093/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145878242","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-17eCollection Date: 2025-01-01DOI: 10.3389/fgene.2025.1725551
Mi-Jia Li, Xiao-Xue Li, Lin-Lin Xu, Bo-Wen Zhang
distribution, the distribution of the synonymous substitutions, has been widely used to estimate the species divergence using orthologous genes. However, conventional approaches often ignore the underlying bias that species divergence is delayed to average gene divergence by 2Ne generations, where Ne represents the ancestral effective population size, due to the lack of scalable methods for Ne inference. Here, we demonstrate through simulations that Ks distribution variance correlates with Ne, enabling direct estimation of ancestral population parameters from standard Ks data. Leveraging this relationship, we present Tspecies, a framework that corrects divergence time estimates using only substitution rates and Ks distributions, without requiring additional genomic data. Our practical application of Tspecies in Liriodendron has inferred a divergence time between North American and East Asian lineages (1.44 Ma) that align with early Pleistocene glaciation, and a large ancestral Ne (∼5.29 × 104) consistent with fossil evidence. Our finding reveals the correlation between the variance of Ks distribution and Ne, and develops a computational framework to resolve the bias in Ks based dating by incorporating a readily estimated Ne.
{"title":"Variance of <i>K</i> <sub>s</sub> distribution corrects the bias in the divergence caused by the ancestral population size.","authors":"Mi-Jia Li, Xiao-Xue Li, Lin-Lin Xu, Bo-Wen Zhang","doi":"10.3389/fgene.2025.1725551","DOIUrl":"10.3389/fgene.2025.1725551","url":null,"abstract":"<p><p><math> <mrow><msub><mi>K</mi> <mi>s</mi></msub> </mrow> </math> distribution, the distribution of the synonymous substitutions, has been widely used to estimate the species divergence using orthologous genes. However, conventional approaches often ignore the underlying bias that species divergence is delayed to average gene divergence by 2<i>N</i> <sub>e</sub> generations, where <i>N</i> <sub>e</sub> represents the ancestral effective population size, due to the lack of scalable methods for <i>N</i> <sub>e</sub> inference. Here, we demonstrate through simulations that <i>K</i> <sub>s</sub> distribution variance correlates with <i>N</i> <sub>e</sub>, enabling direct estimation of ancestral population parameters from standard <i>K</i> <sub>s</sub> data. Leveraging this relationship, we present <i>Tspecies</i>, a framework that corrects divergence time estimates using only substitution rates and <i>K</i> <sub>s</sub> distributions, without requiring additional genomic data. Our practical application of <i>Tspecies</i> in <i>Liriodendron</i> has inferred a divergence time between North American and East Asian lineages (1.44 Ma) that align with early Pleistocene glaciation, and a large ancestral <i>N</i> <sub>e</sub> (∼5.29 × 10<sup>4</sup>) consistent with fossil evidence. Our finding reveals the correlation between the variance of <i>K</i> <sub>s</sub> distribution and <i>N</i> <sub>e</sub>, and develops a computational framework to resolve the bias in <i>K</i> <sub>s</sub> based dating by incorporating a readily estimated <i>N</i> <sub>e</sub>.</p>","PeriodicalId":12750,"journal":{"name":"Frontiers in Genetics","volume":"16 ","pages":"1725551"},"PeriodicalIF":2.8,"publicationDate":"2025-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12753092/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145878215","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-16eCollection Date: 2025-01-01DOI: 10.3389/fgene.2025.1690283
Xiaoyun Lyu, Pu Wei, Libo Zhu, Wei Zhang
Familial hemophagocytic lymphohistiocytosis (FHL) is a rare, inherited immune-dysregulation syndrome that can present in the neonatal period and progress rapidly without timely recognition. We report a full-term female who developed abdominal distension, fever, hepatosplenomegaly, and coagulopathy within hours of birth, with multiorgan failure leading to death on day 5 despite intensive care and broad antimicrobial coverage. This timing, essentially at birth with death on day 5, is exceptionally rare in FHL2 and clinically instructive for sepsis-like neonatal presentations. Postmortem whole-exome sequencing identified compound heterozygous PRF1 variants, c.1131C>A (p.Cys377Ter) and c.65delC (p.Pro22Argfs*29), confirming FHL type 2. The presentation closely mimicked culture-negative neonatal sepsis, underscoring the diagnostic challenge of distinguishing primary HLH from infectious and metabolic conditions in early life. This case highlights the need for early clinical suspicion and rapid genomic testing in neonates with fulminant, sepsis-like inflammation. While HLH-directed therapy followed by hematopoietic stem-cell transplantation remains the standard pathway to improve survival, the fulminant neonatal course can outpace therapeutic windows, emphasizing the value of streamlined access to urgent genetics and specialist input.
{"title":"Neonatal-onset familial hemophagocytic lymphohistiocytosis: a case report with genetic confirmation of PRF1 mutations.","authors":"Xiaoyun Lyu, Pu Wei, Libo Zhu, Wei Zhang","doi":"10.3389/fgene.2025.1690283","DOIUrl":"10.3389/fgene.2025.1690283","url":null,"abstract":"<p><p>Familial hemophagocytic lymphohistiocytosis (FHL) is a rare, inherited immune-dysregulation syndrome that can present in the neonatal period and progress rapidly without timely recognition. We report a full-term female who developed abdominal distension, fever, hepatosplenomegaly, and coagulopathy within hours of birth, with multiorgan failure leading to death on day 5 despite intensive care and broad antimicrobial coverage. This timing, essentially at birth with death on day 5, is exceptionally rare in FHL2 and clinically instructive for sepsis-like neonatal presentations. Postmortem whole-exome sequencing identified compound heterozygous PRF1 variants, c.1131C>A (p.Cys377Ter) and c.65delC (p.Pro22Argfs*29), confirming FHL type 2. The presentation closely mimicked culture-negative neonatal sepsis, underscoring the diagnostic challenge of distinguishing primary HLH from infectious and metabolic conditions in early life. This case highlights the need for early clinical suspicion and rapid genomic testing in neonates with fulminant, sepsis-like inflammation. While HLH-directed therapy followed by hematopoietic stem-cell transplantation remains the standard pathway to improve survival, the fulminant neonatal course can outpace therapeutic windows, emphasizing the value of streamlined access to urgent genetics and specialist input.</p>","PeriodicalId":12750,"journal":{"name":"Frontiers in Genetics","volume":"16 ","pages":"1690283"},"PeriodicalIF":2.8,"publicationDate":"2025-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12748152/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145878275","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-16eCollection Date: 2025-01-01DOI: 10.3389/fgene.2025.1752525
Sybille Krauß, Nicoletta Potenza
{"title":"Editorial: A year in review: discussions in RNA.","authors":"Sybille Krauß, Nicoletta Potenza","doi":"10.3389/fgene.2025.1752525","DOIUrl":"https://doi.org/10.3389/fgene.2025.1752525","url":null,"abstract":"","PeriodicalId":12750,"journal":{"name":"Frontiers in Genetics","volume":"16 ","pages":"1752525"},"PeriodicalIF":2.8,"publicationDate":"2025-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12747456/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145862627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-16eCollection Date: 2025-01-01DOI: 10.3389/fgene.2025.1690319
Xiguang Ye, Chunyan Zheng, Hao Li
Osteoarthritis (OA) is a common chronic degenerative joint disease. Chondrocytes undergo dynamic changes during the pathogenesis of OA, and the destruction of the extracellular matrix (ECM) and its homeostatic disruption are hallmarks of OA. This study explores the roles of transcriptional and alternative splicing (AS) mechanisms in regulating extracellular matrix (ECM) homeostasis in osteoarthritis (OA), using bulk and single-cell RNA-sequencing data. By analyzing two OA transcriptome datasets, we identified differentially expressed genes (DEGs) that are enriched in ECM-related pathways and constructed a regulatory network between differentially expressed transcription factors (DE TFs) and ECM-related DEGs. This revealed the potential roles of transcription factors ELF3 and DDIT3 in regulating the expression of COL3A1, COL5A2, and S100A4. Single-cell RNA-sequencing data further validated the expression patterns of ELF3 and DDIT3 in distinct chondrocyte subtypes. Additionally, by analyzing AS events, we identified the RNA-binding protein (RBP) KHDRBS3 as a regulator of AS for the ECM-related gene IL16. Aberrant changes in these events may impact the ECM environment of chondrocytes and contribute to the pathogenesis of OA. This study, for the first time, dissects the regulatory models in OA cartilage at both transcriptional and post-transcriptional levels. These findings provide novel potential targets for early diagnosis and intervention strategies in OA.
{"title":"A transcriptomic atlas at bulk and single-cell levels identifies novel transcriptional and splicing regulators of ECM homeostasis in osteoarthritis.","authors":"Xiguang Ye, Chunyan Zheng, Hao Li","doi":"10.3389/fgene.2025.1690319","DOIUrl":"10.3389/fgene.2025.1690319","url":null,"abstract":"<p><p>Osteoarthritis (OA) is a common chronic degenerative joint disease. Chondrocytes undergo dynamic changes during the pathogenesis of OA, and the destruction of the extracellular matrix (ECM) and its homeostatic disruption are hallmarks of OA. This study explores the roles of transcriptional and alternative splicing (AS) mechanisms in regulating extracellular matrix (ECM) homeostasis in osteoarthritis (OA), using bulk and single-cell RNA-sequencing data. By analyzing two OA transcriptome datasets, we identified differentially expressed genes (DEGs) that are enriched in ECM-related pathways and constructed a regulatory network between differentially expressed transcription factors (DE TFs) and ECM-related DEGs. This revealed the potential roles of transcription factors ELF3 and DDIT3 in regulating the expression of <i>COL3A1</i>, <i>COL5A2</i>, and <i>S100A4</i>. Single-cell RNA-sequencing data further validated the expression patterns of <i>ELF3</i> and <i>DDIT3</i> in distinct chondrocyte subtypes. Additionally, by analyzing AS events, we identified the RNA-binding protein (RBP) KHDRBS3 as a regulator of AS for the ECM-related gene <i>IL16</i>. Aberrant changes in these events may impact the ECM environment of chondrocytes and contribute to the pathogenesis of OA. This study, for the first time, dissects the regulatory models in OA cartilage at both transcriptional and post-transcriptional levels. These findings provide novel potential targets for early diagnosis and intervention strategies in OA.</p>","PeriodicalId":12750,"journal":{"name":"Frontiers in Genetics","volume":"16 ","pages":"1690319"},"PeriodicalIF":2.8,"publicationDate":"2025-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12748231/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145878239","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-16eCollection Date: 2025-01-01DOI: 10.3389/fgene.2025.1673314
Jianping Du, Xiaoyu Yang, Shuxing Wu, Shuli Bi, Peng Wang, Lisong Cheng, Zhuhua Yao
Background: Heart failure (HF) is the final stage of cardiovascular diseases. Nicotinamide metabolism (NMN) plays a key role in cardiovascular dysfunction. We aimed to explore genes correlated with NM pathway activity (NMRGs) in HF.
Methods: HF data were obtained from public databases, and NMRGs were sourced from literature. Weighted gene co-expression network analysis (WGCNA) identified NM-associated module genes. Candidate genes were selected via differential expression profiling and module analysis. Biomarkers were identified using protein-protein interaction (PPI) networks, machine learning, and gene expression validation. Diagnostic efficacy was assessed via nomogram. Functional enrichment, immune infiltration, and drug prediction analyses were performed. Biomarker expression was validated by Reverse Transcription quantitative Polymerase Chain Reaction (RT-qPCR).
Results: Among 492 candidate genes, NDC1, NUP133, and TRMT11 were validated as biomarkers. The nomogram showed high diagnostic accuracy. Biomarkers were enriched in spliceosome and ubiquitin-mediated proteolysis pathways. Immune infiltration revealed correlations with neutrophils. Potential drugs, including tetradecanoylphorbol acetate, were identified. Biomarker expression was significantly lower in HF.
Conclusion: NDC1, NUP133, and TRMT11 are NM-related biomarkers in HF, offering insights into HF pathogenesis and therapy.
{"title":"Identification and validation of biomarkers related to nicotinamide metabolic pathway activity in heart failure.","authors":"Jianping Du, Xiaoyu Yang, Shuxing Wu, Shuli Bi, Peng Wang, Lisong Cheng, Zhuhua Yao","doi":"10.3389/fgene.2025.1673314","DOIUrl":"10.3389/fgene.2025.1673314","url":null,"abstract":"<p><strong>Background: </strong>Heart failure (HF) is the final stage of cardiovascular diseases. Nicotinamide metabolism (NMN) plays a key role in cardiovascular dysfunction. We aimed to explore genes correlated with NM pathway activity (NMRGs) in HF.</p><p><strong>Methods: </strong>HF data were obtained from public databases, and NMRGs were sourced from literature. Weighted gene co-expression network analysis (WGCNA) identified NM-associated module genes. Candidate genes were selected via differential expression profiling and module analysis. Biomarkers were identified using protein-protein interaction (PPI) networks, machine learning, and gene expression validation. Diagnostic efficacy was assessed via nomogram. Functional enrichment, immune infiltration, and drug prediction analyses were performed. Biomarker expression was validated by Reverse Transcription quantitative Polymerase Chain Reaction (RT-qPCR).</p><p><strong>Results: </strong>Among 492 candidate genes, NDC1, NUP133, and TRMT11 were validated as biomarkers. The nomogram showed high diagnostic accuracy. Biomarkers were enriched in spliceosome and ubiquitin-mediated proteolysis pathways. Immune infiltration revealed correlations with neutrophils. Potential drugs, including tetradecanoylphorbol acetate, were identified. Biomarker expression was significantly lower in HF.</p><p><strong>Conclusion: </strong>NDC1, NUP133, and TRMT11 are NM-related biomarkers in HF, offering insights into HF pathogenesis and therapy.</p>","PeriodicalId":12750,"journal":{"name":"Frontiers in Genetics","volume":"16 ","pages":"1673314"},"PeriodicalIF":2.8,"publicationDate":"2025-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12748002/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145878292","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-16eCollection Date: 2025-01-01DOI: 10.3389/fgene.2025.1605675
Gleb Yu Kosovsky, Galina V Glazko, Tatiana T Glazko
Almost half the mammalian genomes consist of transposable elements (TEs) and their derivatives. The distribution density of TEs can be associated with genomic regions of chromosomal rearrangements in different mammalian species and with the genomic localization of protein-coding genes that differ in length and function. To evaluate these characteristics at the local genomic level, an analysis of the distribution of various TEs (retrotransposons and DNA transposons) was performed in three mammalian species (human, cattle, and domestic rabbit) in genes with different functions and chromosomal localizations and their flanking regions. In humans and rabbits, melanophilin (MLPH) and myostatin (MSTN) are syntenic, but not in cattle. In the latter, MLPH and the leptin receptor (LEPR) are syntenic, but not in humans and rabbits. The alpha-thalassemia gene is always located on chromosome X. The results indicate that the frequencies of different TEs are species-specific and do not depend on the length of genes, their function, or chromosomal localization. There were also species-specific differences in the ratio of "ancient" and "young" short interspersed nuclear elements (SINEs) and long interspersed nuclear elements (LINEs). There was a statistically significant positive correlation between ancient SINE + LINE and LTR-ERV (p < 0.01) and a significant negative correlation between young SINE + LINE and DNA transposons (p < 0.05). Competitive relationships between TEs are probably defined by the presence of identical regulatory motifs in different TEs, associated with the reliance of TE amplification on the host's own regulatory systems.
{"title":"Structural heterogeneity and functional convergence of transposable elements.","authors":"Gleb Yu Kosovsky, Galina V Glazko, Tatiana T Glazko","doi":"10.3389/fgene.2025.1605675","DOIUrl":"10.3389/fgene.2025.1605675","url":null,"abstract":"<p><p>Almost half the mammalian genomes consist of transposable elements (TEs) and their derivatives. The distribution density of TEs can be associated with genomic regions of chromosomal rearrangements in different mammalian species and with the genomic localization of protein-coding genes that differ in length and function. To evaluate these characteristics at the local genomic level, an analysis of the distribution of various TEs (retrotransposons and DNA transposons) was performed in three mammalian species (human, cattle, and domestic rabbit) in genes with different functions and chromosomal localizations and their flanking regions. In humans and rabbits, melanophilin (MLPH) and myostatin (MSTN) are syntenic, but not in cattle. In the latter, MLPH and the leptin receptor (LEPR) are syntenic, but not in humans and rabbits. The alpha-thalassemia gene is always located on chromosome X. The results indicate that the frequencies of different TEs are species-specific and do not depend on the length of genes, their function, or chromosomal localization. There were also species-specific differences in the ratio of \"ancient\" and \"young\" short interspersed nuclear elements (SINEs) and long interspersed nuclear elements (LINEs). There was a statistically significant positive correlation between ancient SINE + LINE and LTR-ERV (p < 0.01) and a significant negative correlation between young SINE + LINE and DNA transposons (p < 0.05). Competitive relationships between TEs are probably defined by the presence of identical regulatory motifs in different TEs, associated with the reliance of TE amplification on the host's own regulatory systems.</p>","PeriodicalId":12750,"journal":{"name":"Frontiers in Genetics","volume":"16 ","pages":"1605675"},"PeriodicalIF":2.8,"publicationDate":"2025-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12748216/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145878280","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}