{"title":"Diversity and consequences of structural variation in the human genome","authors":"Ryan L. Collins, Michael E. Talkowski","doi":"10.1038/s41576-024-00808-9","DOIUrl":"10.1038/s41576-024-00808-9","url":null,"abstract":"The biomedical community is increasingly invested in capturing all genetic variants across human genomes, interpreting their functional consequences and translating these findings to the clinic. A crucial component of this endeavour is the discovery and characterization of structural variants (SVs), which are ubiquitous in the human population, heterogeneous in their mutational processes, key substrates for evolution and adaptation, and profound drivers of human disease. The recent emergence of new technologies and the remarkable scale of sequence-based population studies have begun to crystalize our understanding of SVs as a mutational class and their widespread influence across phenotypes. In this Review, we summarize recent discoveries and new insights into SVs in the human genome in terms of their mutational patterns, population genetics, functional consequences, and impact on human traits and disease. We conclude by outlining three frontiers to be explored by the field over the next decade. Collins and Talkowski provide a broad overview of structural variation in the human genome that covers their mutational properties, the dynamics of population genetics and functional consequences in disease as well as promising directions for future research.","PeriodicalId":19067,"journal":{"name":"Nature Reviews Genetics","volume":"26 7","pages":"443-462"},"PeriodicalIF":52.0,"publicationDate":"2025-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142990632","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Profiling the total transcriptome of single nuclei in archived samples with snRandom-seq","authors":"Ziye Xu, Yongcheng Wang","doi":"10.1038/s41576-025-00812-7","DOIUrl":"10.1038/s41576-025-00812-7","url":null,"abstract":"In this Tools of the Trade article, Ziye Xu and Yongcheng Wang describe snRandom-seq, a high-throughput, high-sensitivity single-nucleus total RNA sequencing technology optimized for archived samples.","PeriodicalId":19067,"journal":{"name":"Nature Reviews Genetics","volume":"26 3","pages":"151-152"},"PeriodicalIF":39.1,"publicationDate":"2025-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142987227","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Indirect recognition of pathogen virulence proteins to activate plant immune receptors","authors":"Xiu-Fang Xin \u0000 (, )","doi":"10.1038/s41576-025-00811-8","DOIUrl":"10.1038/s41576-025-00811-8","url":null,"abstract":"Xiu-Fang Xin recalls several papers that described one of the most influential and widely accepted examples of indirect activation of nucleotide-binding, leucine-rich repeat receptors in plants.","PeriodicalId":19067,"journal":{"name":"Nature Reviews Genetics","volume":"26 3","pages":"153-153"},"PeriodicalIF":39.1,"publicationDate":"2025-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142981350","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Epigenetic ageing clocks: statistical methods and emerging computational challenges","authors":"Andrew E. Teschendorff, Steve Horvath","doi":"10.1038/s41576-024-00807-w","DOIUrl":"10.1038/s41576-024-00807-w","url":null,"abstract":"Over the past decade, epigenetic clocks have emerged as powerful machine learning tools, not only to estimate chronological and biological age but also to assess the efficacy of anti-ageing, cellular rejuvenation and disease-preventive interventions. However, many computational and statistical challenges remain that limit our understanding, interpretation and application of epigenetic clocks. Here, we review these computational challenges, focusing on interpretation, cell-type heterogeneity and emerging single-cell methods, aiming to provide guidelines for the rigorous construction of interpretable epigenetic clocks at cell-type and single-cell resolution. Epigenetic clocks based on DNA methylation data are machine learning tools used to estimate chronological and biological age. The authors review computational and statistical challenges that must be addressed for the rigorous construction of interpretable epigenetic clocks at cell-type and single-cell resolution.","PeriodicalId":19067,"journal":{"name":"Nature Reviews Genetics","volume":"26 5","pages":"350-368"},"PeriodicalIF":52.0,"publicationDate":"2025-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142967972","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Eoghan O’Leary, Yanyi Jiang, Lasse S. Kristensen, Thomas B. Hansen, Jørgen Kjems
{"title":"The therapeutic potential of circular RNAs","authors":"Eoghan O’Leary, Yanyi Jiang, Lasse S. Kristensen, Thomas B. Hansen, Jørgen Kjems","doi":"10.1038/s41576-024-00806-x","DOIUrl":"10.1038/s41576-024-00806-x","url":null,"abstract":"Over the past decade, research into circular RNA (circRNA) has increased rapidly, and over the past few years, circRNA has emerged as a promising therapeutic platform. The regulatory functions of circRNAs, including their roles in templating protein translation and regulating protein and RNA functions, as well as their unique characteristics, such as increased stability and a favourable immunological profile compared with mRNAs, make them attractive candidates for RNA-based therapies. Here, we describe the properties of circRNAs, their therapeutic potential and technologies for their synthesis. We also discuss the prospects and challenges to be overcome to unlock the full potential of circRNAs as drugs. Circular RNAs have gained attention for their stability, immunological advantages and regulatory functions, making them a promising modality in multiple therapies. This Review discusses the therapeutic prospects of circular RNA-based approaches and the emerging role of circular RNAs as biomarkers in disease.","PeriodicalId":19067,"journal":{"name":"Nature Reviews Genetics","volume":"26 4","pages":"230-244"},"PeriodicalIF":39.1,"publicationDate":"2025-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142936913","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Epigenetics and individuality: from concepts to causality across timescales","authors":"Amy K. Webster, Patrick C. Phillips","doi":"10.1038/s41576-024-00804-z","DOIUrl":"10.1038/s41576-024-00804-z","url":null,"abstract":"Traditionally, differences among individuals have been divided into genetic and environmental causes. However, both types of variation can underlie regulatory changes in gene expression — that is, epigenetic changes — that persist across cell divisions (developmental differentiation) and even across generations (transgenerational inheritance). Increasingly, epigenetic variation among individuals is recognized as an important factor in human diseases and ageing. Moreover, non-genetic inheritance can lead to evolutionary changes within populations that differ from those expected by genetic inheritance alone. Despite its importance, causally linking epigenetic variation to phenotypic differences across individuals has proven difficult, particularly when epigenetic variation operates independently of genetic variation. New genomic approaches are providing unprecedented opportunity to measure and perturb epigenetic variation, helping to elucidate the role of epigenetic variation in mediating the genotype–phenotype map. Here, we review studies that have advanced our understanding of how epigenetic variation contributes to phenotypic differences between individuals within and across generations, and provide a unifying framework that allows historical and mechanistic perspectives to more fully inform one another. Recent genomic approaches are providing unprecedented opportunity to disentangle how genotype and environment affect organismal traits. The authors review the role of epigenetic variation in mediating the genotype–phenotype map across three scales: among individuals within a generation, across one or multiple generations, and long term over evolutionary time.","PeriodicalId":19067,"journal":{"name":"Nature Reviews Genetics","volume":"26 6","pages":"406-423"},"PeriodicalIF":52.0,"publicationDate":"2025-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142937628","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Anna E. Dewar, Laurence. J. Belcher, Stuart A. West
{"title":"A phylogenetic approach to comparative genomics","authors":"Anna E. Dewar, Laurence. J. Belcher, Stuart A. West","doi":"10.1038/s41576-024-00803-0","DOIUrl":"10.1038/s41576-024-00803-0","url":null,"abstract":"Comparative genomics, whereby the genomes of different species are compared, has the potential to address broad and fundamental questions at the intersection of genetics and evolution. However, species, genomes and genes cannot be considered as independent data points within statistical tests. Closely related species tend to be similar because they share genes by common descent, which must be accounted for in analyses. This problem of non-independence may be exacerbated when examining genomes or genes but can be addressed by applying phylogeny-based methods to comparative genomic analyses. Here, we review how controlling for phylogeny can change the conclusions of comparative genomics studies. We address common questions on how to apply these methods and illustrate how they can be used to test causal hypotheses. The combination of rapidly expanding genomic datasets and phylogenetic comparative methods is set to revolutionize the biological insights possible from comparative genomic studies. Controlling for phylogeny is essential in comparative genomics studies, because species, genomes and genes are not independent data points within statistical tests. The authors review the application of phylogeny-based comparative methods to genomic data to control for non-independence and how to test for causal hypotheses.","PeriodicalId":19067,"journal":{"name":"Nature Reviews Genetics","volume":"26 6","pages":"395-405"},"PeriodicalIF":52.0,"publicationDate":"2025-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142935880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Bozena Bruhn-Olszewska, Ellen Markljung, Edyta Rychlicka-Buniowska, Daniil Sarkisyan, Natalia Filipowicz, Jan P. Dumanski
{"title":"The effects of loss of Y chromosome on male health","authors":"Bozena Bruhn-Olszewska, Ellen Markljung, Edyta Rychlicka-Buniowska, Daniil Sarkisyan, Natalia Filipowicz, Jan P. Dumanski","doi":"10.1038/s41576-024-00805-y","DOIUrl":"10.1038/s41576-024-00805-y","url":null,"abstract":"Loss of Y chromosome (LOY) is the most commonly occurring post-zygotic (somatic) mutation in male individuals. The past decade of research suggests that LOY has important effects in shaping the activity of the immune system, and multiple studies have shown the effects of LOY on a range of diseases, including cancer, neurodegeneration, cardiovascular disease and acute infection. Epidemiological findings have been corroborated by functional analyses providing insights into the mechanisms by which LOY modulates the immune system; in particular, a causal role for LOY in cardiac fibrosis, bladder cancer and Alzheimer disease has been indicated. These insights show that LOY is a highly dynamic mutation (such that LOY clones expand and contract with time) and has pleiotropic, cell-type-specific effects. Here, we review the status of the field and highlight the potential of LOY as a biomarker and target of new therapeutics that aim to counteract its negative effects on the immune system. Loss of Y chromosome (LOY), the most commonly occurring post-zygotic (somatic) mutation in male individuals, affects immune activity and is associated with cancer, neurodegeneration, cardiovascular disease and infection. LOY is dynamic over time and has cell-type-specific effects, suggesting its potential as a biomarker and therapeutic target.","PeriodicalId":19067,"journal":{"name":"Nature Reviews Genetics","volume":"26 5","pages":"320-335"},"PeriodicalIF":52.0,"publicationDate":"2025-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142911550","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Gene therapy for deafness: we can do more","authors":"Yuxin Chen \u0000 (, ), Jiake Zhong \u0000 (, ), Yilai Shu \u0000 (, )","doi":"10.1038/s41576-024-00809-8","DOIUrl":"10.1038/s41576-024-00809-8","url":null,"abstract":"Challenges in the development of treatments for hereditary hearing loss include the exploration of the underlying pathological mechanisms, the comprehensive evaluation of safety and efficacy of gene therapies in clinical trials, the optimization of surgical approaches for drug delivery, and effective collaboration between industry and academia. Gene therapy for congenital deafness has made a breakthrough in recent clinical trials. However, more work is needed to develop successful treatments for hereditary hearing loss, as the authors argue in this Comment.","PeriodicalId":19067,"journal":{"name":"Nature Reviews Genetics","volume":"26 4","pages":"225-226"},"PeriodicalIF":39.1,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142841456","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Genomic landscape of cancer in racially and ethnically diverse populations","authors":"Claire E. Thomas, Ulrike Peters","doi":"10.1038/s41576-024-00796-w","DOIUrl":"10.1038/s41576-024-00796-w","url":null,"abstract":"Cancer incidence and mortality rates can vary widely among different racial and ethnic groups, attributed to a complex interplay of genetic, environmental and social factors. Recently, substantial progress has been made in investigating hereditary genetic risk factors and in characterizing tumour genomes. However, most research has been conducted in individuals of European ancestries and, increasingly, in individuals of Asian ancestries. The study of germline and somatic genetics in cancer across racial and ethnic groups using omics technologies offers opportunities to identify similarities and differences in both heritable traits and the molecular features of cancer genomes. An improved understanding of population-specific cancer genomics, as well as translation of those findings across populations, will help reduce cancer disparities and ensure that personalized medicine and public health approaches are equitable across racial and ethnic groups. Studying germline variants and somatic mutations in cancer using omics technologies helps identify both heritable traits and molecular features of cancer genomes. Population-specific cancer genomics can reduce disparities and ensure equity across racial and ethnic groups for personalized medicine and public health approaches.","PeriodicalId":19067,"journal":{"name":"Nature Reviews Genetics","volume":"26 5","pages":"336-349"},"PeriodicalIF":52.0,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142735585","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}