
95% of researchers rate our articles as excellent or good
Learn more about the work of our research integrity team to safeguard the quality of each article we publish.
Find out more
EDITORIAL article
Front. Genet. , 19 March 2025
Sec. Statistical Genetics and Methodology
Volume 16 - 2025 | https://doi.org/10.3389/fgene.2025.1578736
This article is part of the Research Topic Functional Study of Novel VUS (Variant of Uncertain Significance) Mutations in Single-gene Inherited Disease View all 8 articles
Editorial on the Research Topic
Functional study of novel VUS (variant of uncertain significance) mutations in single-gene inherited disease
The field of genetics has witnessed remarkable advancements in recent years. The advent of next-generation sequencing (NGS) technologies has precipitated remarkable progress in our understanding of genetic diseases. Sequencing (WES) and Whole Genome Sequencing (WGS) have revealed numerous variants of uncertain significance (VUS), the pathogenicity of which remains to be determined. Functional validation of these variants is essential for translating genetic findings into clinical practice. The studies featured in this Research Topic collectively examine the clinical relevance of novel VUS by focusing on their functional studies.
A central theme of this Research Topic is the identification and characterization of novel genetic mutations implicated in hereditary diseases. For instance, Wang et al. identified a splicing variant (c.1217 + 2T>A) in the DEPDC5 gene in familial focal epilepsy with variable foci (FFEVF). Using mini-gene splicing assays the authors demonstrated that this variant disrupts alternative splicing, thereby underscoring the critical role of splicing mutations in epilepsy pathogenesis.
Similarly, Zhang et al. investigated compound heterozygous mutations in PKHD1, a gene associated with autosomal recessive polycystic kidney disease (ARPKD). Their study identified two novel mutations, c.3592_3628 + 45del and c.11207T>C, and employed mini-gene splicing assays to confirm the pathogenic effect of the c.3592_3628 + 45del variant. This research provides valuable insights into the genetic architecture of ARPKD and highlights the utility of functional assays in validating novel mutations.
The functional characterization of metabolic disorders also constitutes an important focus of this volume. Wang et al. reported a novel splicing mutation in the HMBS gene (c.648_651+1delCCAGG) and verified its pathogenicity through in vitro experiments. This mutation leads to abnormal splicing of the HMBS gene, resulting in acute intermittent porphyria (AIP). Through protein structure analysis and enzyme activity assays, the study revealed how the mutation induces disease by reducing HMBS expression and activity. This discovery not only enriches our understanding of the pathological mechanisms underlying AIP but also provides a theoretical foundation for future genetic diagnosis and counseling.
The study by Xiao et al. examined VUS in the MMUT and MMACHC genes in methylmalonic acidemia (MMA) using mass spectrometry and bioinformatics tools. The study found that patients with pathogenic or potentially pathogenic mutations exhibited significantly higher levels of metabolic markers (e.g., C3, C3/C0, and C3/C2) compared to non-mutation carriers. This finding offers a novel approach to assessing the pathogenicity of VUS through metabolic markers and provides a feasible method for screening inherited metabolic disorders.
Qian et al. reported the first Chinese family with TNF receptor-associated periodic syndrome (TRAPS) carrying a rare missense mutation (p.C125Y) in the TNFRSF1A gene. The study revealed that this mutation did not cause abnormal receptor shedding but instead triggered an inflammatory response by activating the unfolded protein response (UPR). This discovery provides new insights into the pathological mechanisms of TRAPS and underscores the importance of early genetic diagnosis and personalized treatment.
Wang et al. reported two adjacent missense mutations in the DYSF gene (c.5628C>A and c.5633A>T) in a Chinese family associated with muscular dystrophy. By integrating in vivo and in vitro experiments, they demonstrated that these mutations adversely affect mRNA splicing, elucidating the molecular underpinnings of muscular dystrophy. This study is the first to confirm that double mutations in the DYSF gene are associated with the onset of muscular dystrophy and reveals the critical role of the c.5628C>A mutation in splicing function. This discovery not only enriches the mutational spectrum of the DYSF gene but also provides a new reference for the clinical diagnosis of muscular dystrophy.
Another significant contribution to this Research Topic is the study by Lin et al., which reports a novel mutation in the MAF gene associated with congenital cataracts. The authors used WES to identify the c.901T>C (p.Y301H) mutation and validated its presence in affected family members through Sanger sequencing. Their findings expand the mutation spectrum of the MAF gene and emphasize the role of transcription factors in lens development and cataract formation.
The studies presented in this volume underscore the critical importance of integrating genomic analyses with functional assays to unravel the molecular basis of hereditary diseases. They illustrate the power of genomic testing—particularly through Whole Exome Sequencing (WES), Sanger sequencing, and functional assays—to identify and validate disease-causing mutations. Such approaches hold profound implications for genetic counseling and early diagnosis, enabling clinicians to provide more accurate prognoses and personalized treatment strategies.
A key step in the functional study of gene mutations involves constructing appropriate mutation models tailored to specific mutation sites and genes. These models, ranging from cellular systems to organismal models, are essential for verifying the functional impact of genetic mutations and pinpointing variant pathogenicity. As genomic medicine advances, we anticipate the development of more sophisticated and applicable gene mutation models that will not only expand our comprehension of genetic diseases but also offer valuable insights for clinical practice.
Functional validation of missense mutations remains a significant challenge. Although approximately 20% of missense mutations are pathogenic, elucidating the precise mechanism can be difficult, in part because it may be hard to conceive that a single amino acid substitute could be deleterious. Furthermore, some genes have long coding DNA sequences (CDS), making the functional verification of missense mutations requires even more complex. Establishing appropriate models is necessary, but also too are advanced technologies such as cell immortalization, induced pluripotent stem cells (iPSC), gene editing, transposon system, and patch clamp technology. It is hoped that continued methodological innovations will enhance our capacity to functionally characterize missense mutations in the future.
In conclusion, the articles in this Research Topic underscore the transformative impact of genetic research on our understanding of rare genetic diseases. By identifying novel mutations and elucidating their functional consequences, these studies contribute to the growing body of knowledge in genetics, paving the way for more precise and effective medical interventions. We look forward to further research that will advance this area and ultimately improve patient outcomes.
GY: Writing–original draft. HZ: Writing–review and editing. HW: Writing–review and editing. YS: Writing–review and editing.
The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
The author(s) declare that no Generative AI was used in the creation of this manuscript.
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
Keywords: NGS, VUS, functional validation, missense mutation, genetic disease
Citation: Yang G, Zhong H, Wen H and Shen Y (2025) Editorial: Functional study of novel VUS (variant of uncertain significance) mutations in single-gene inherited disease. Front. Genet. 16:1578736. doi: 10.3389/fgene.2025.1578736
Received: 18 February 2025; Accepted: 10 March 2025;
Published: 19 March 2025.
Edited and reviewed by:
Simon Charles Heath, Center for Genomic Regulation (CRG), SpainCopyright © 2025 Yang, Zhong, Wen and Shen. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Yiping Shen, eWlwaW5nLnNoZW5AY2hpbGRyZW5zLmhhcnZhcmQuZWR1
Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.
Research integrity at Frontiers
Learn more about the work of our research integrity team to safeguard the quality of each article we publish.