Research Interests
Research in the Yang Lab focuses on some, but not all aspects, of mosaic variants, their detection and quantification, and the biological mechanisms reflected by mosaicism.
WHAT IS genomic Mosaicism
From a fertilized egg, all our cells acquire mutations at all times, till the end of life. Most of the mutations are repaired by our body, but some remain in our genome and get passed from cell to cell during embryonic development, upon tissue self-renewal, or after environmental exposure. Genome mosaicism reflects the phenomenon that cells from the same zygote have different genomic sequences.
Unlike other types of mutations that appear in all cells of the body, mosaic mutations are difficult to detect due to the low presentations in samples we can obtain. High accuracy and high sensitivity low-fraction detection methods, both experimental and computational ones, are in high demand for this field.
Patterns of genomic mosaicism, as a combinatory consequence of various mutation procedures as described above, could help us understand the biological processes. For example, mosaic mutations shared between different tissues could serve as markers to trace when two different cell populations shared a common progenitor, which largely remained unsolved in human development.
Mosaicism has been reported to directly contribute to hundreds of documented human disorders. Many disorders related to genomic mosaicism have an obvious mosaic nature, such as focal epilepsies, patchy skin, or bone disorders that only affect some, but not all of the cells. There are, however, disorders caused by mosaic mutations that are not so obvious to suspect.
Mosaic mutations can also be transmitted to the next generation, by definition, only part of the cells carrying the mutation might lead to severe consequences for the next generation. Thus understanding genomic mosaicism between generations will help us understand the genomic health of ourselves and our children.
METhodologIES TO STUDY GENOMIC MOSAICISM
With the fast accumulation of human genomics and genetics data, the demand for method development for mosaic mutations has emerged unprecedently. Accurate detection and quantification of mosaic variants lay the foundation of mosaicism-related research. We have built amplicon-based deep sequencing, digital PCR-based mosaicism quantification, publicly available genetic database, machine-learning-based mosaic detection software, as well as improved lineage reconstruction and phylogenetic analysis methodologies for the field of genomic mosaicism. Our research continues to advance the methodology development for postzygotic mosaic mutations in bulk and single-cell genomic and multi-omic data. We are also seeking to develop highly sensitive experimental variant quantification and validation strategies.
By DALL-E 2
2023. Control-independent mosaic single nucleotide variant detection with DeepMosaic, Nature Biotechnology.
2020. MosaicBase: A Knowledgebase of Postzygotic Mosaic Variants in Noncancer Disease-related and Healthy Human Individuals, Genomics, Proteomics & Bioinformatics
2015. Amplicon resequencing identified parental mosaicism for approximately 10% of “de novo” SCN1A mutations in children with Dravet syndrome, Human Mutation
Mosaicism as Lineage Markers To Study Human Development
Lineage markers with dye, genetic barcodes, or isotope pulse-chase have been used to study the development of model organisms for decades. These interventions, however, are not suitable for human development. Through embryonic development, body growth, and tissue renewal, somatic mutations accumulate across the genome, if mutations fail to be repaired, they will be inherited by daughter cells and serve as neutral lineage markers for development. By using these 'molecular paints' in our body, we consider mosaic variant as a unique barcode to reconstruct human development and find important developmental clonal distributions that might be unique to humans.
2024. Genomic mosaicism reveals developmental organization of trunk neural crest-derived ganglia, bioRxiv.
2024. Cell-type-resolved mosaicism reveals clonal dynamics of the human forebrain, Nature.
2022. Somatic mosaicism reveals clonal distributions of neocortical development, Nature.
2018. Distinctive types of postzygotic single-nucleotide mosaicisms in healthy individuals revealed by genome-wide profiling of multiple organs, PLoS Genetics.
Somatic Mosaicism in Disease and Health
Somatic mosaic variants are the intrinsic cause of most cancers and more than 200 non-cancer disorders. Growing evidence has shown that mosaic mutations are correlated with neurological, metabolic, and age-related disorders. Understanding the mosaic mutational pathogenicity of disease is the key to early diagnosis and treatment. We focus on understanding the mosaic genetic causes of human disease, as well as modeling mosaic mutations to uncover the underlying mechanisms.
By Veronika Mertens
2023. Comprehensive multi-omic profiling of somatic mutations in malformations of cortical development, Nature Genetics.
2019. ATP1A3 mosaicism in families with alternating hemiplegia of childhood, Clinical Genetics.
2018. Mosaicism and incomplete penetrance of PCDH19 mutations, Journal of Medical Genetics.
By Xin Xu
Germline Mosaicism And THEIR Genetic ImpActs In THE OFFSPRING
Detectable mosaic variants in the parental germline might be inherited by the offspring and cause a severe impact on the children's health. One of the major research interests of the Yang Lab is how parental germline mosaicism, especially sperm mosaic mutations, is affecting the health of the next generation. On the other hand, male-driven evolution is a fundamental genetic driving force of evolution and speciation, understanding the impact of genomic stability between generations will help us to understand how we are humans, and where are we going. We are employing state-of-the-art sequencing and data mining technologies to profile mosaic mutations from sperm in order to understand how environments, aging, and lifestyles are affecting the human sperm genome and shaping the mutational landscape.
2022. Unbiased mosaic variant assessment in sperm: a cohort study to test predictability of transmission, eLife.
2021. Developmental and temporal characteristics of clonal sperm mosaicism, Cell.
2019. Genomic mosaicism in the pathogenesis and inheritance of a Rett syndrome cohort, Genetics in Medicine.
2017. Genomic mosaicism in paternal sperm and multiple parental tissues in a Dravet syndrome cohort, Scientific Reports.