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Charles Lee

Charles Lee

· Moghadam Family Professor, EmeritusVerified

Stanford University · Korean Studies

Active 1958–2024

h-index172
Citations289.8k
Papers875238 last 5y
Funding$117.9M2 active
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Research topics

  • Biology
  • Genetics
  • Evolutionary biology
  • Machine Learning
  • Computer Science
  • Computational biology
  • Zoology

Selected publications

  • The complete sequence and comparative analysis of ape sex chromosomes

    Nature · 2024 · 122 citations

    • Biology
    • Evolutionary biology
    • Genetics

    . Variation in mating patterns and brain function among apes suggests corresponding differences in their sex chromosomes. However, owing to their repetitive nature and incomplete reference assemblies, ape sex chromosomes have been challenging to study. Here, using the methodology developed for the telomere-to-telomere (T2T) human genome, we produced gapless assemblies of the X and Y chromosomes for five great apes (bonobo (Pan paniscus), chimpanzee (Pan troglodytes), western lowland gorilla (Gorilla gorilla gorilla), Bornean orangutan (Pongo pygmaeus) and Sumatran orangutan (Pongo abelii)) and a lesser ape (the siamang gibbon (Symphalangus syndactylus)), and untangled the intricacies of their evolution. Compared with the X chromosomes, the ape Y chromosomes vary greatly in size and have low alignability and high levels of structural rearrangements-owing to the accumulation of lineage-specific ampliconic regions, palindromes, transposable elements and satellites. Many Y chromosome genes expand in multi-copy families and some evolve under purifying selection. Thus, the Y chromosome exhibits dynamic evolution, whereas the X chromosome is more stable. Mapping short-read sequencing data to these assemblies revealed diversity and selection patterns on sex chromosomes of more than 100 individual great apes. These reference assemblies are expected to inform human evolution and conservation genetics of non-human apes, all of which are endangered species.

  • The Complete Sequence and Comparative Analysis of Ape Sex Chromosomes

    bioRxiv (Cold Spring Harbor Laboratory) · 2023 · 24 citations

    • Biology
    • Evolutionary biology
    • Genetics

    Apes possess two sex chromosomes-the male-specific Y and the X shared by males and females. The Y chromosome is crucial for male reproduction, with deletions linked to infertility. The X chromosome carries genes vital for reproduction and cognition. Variation in mating patterns and brain function among great apes suggests corresponding differences in their sex chromosome structure and evolution. However, due to their highly repetitive nature and incomplete reference assemblies, ape sex chromosomes have been challenging to study. Here, using the state-of-the-art experimental and computational methods developed for the telomere-to-telomere (T2T) human genome, we produced gapless, complete assemblies of the X and Y chromosomes for five great apes (chimpanzee, bonobo, gorilla, Bornean and Sumatran orangutans) and a lesser ape, the siamang gibbon. These assemblies completely resolved ampliconic, palindromic, and satellite sequences, including the entire centromeres, allowing us to untangle the intricacies of ape sex chromosome evolution. We found that, compared to the X, ape Y chromosomes vary greatly in size and have low alignability and high levels of structural rearrangements. This divergence on the Y arises from the accumulation of lineage-specific ampliconic regions and palindromes (which are shared more broadly among species on the X) and from the abundance of transposable elements and satellites (which have a lower representation on the X). Our analysis of Y chromosome genes revealed lineage-specific expansions of multi-copy gene families and signatures of purifying selection. In summary, the Y exhibits dynamic evolution, while the X is more stable. Finally, mapping short-read sequencing data from >100 great ape individuals revealed the patterns of diversity and selection on their sex chromosomes, demonstrating the utility of these reference assemblies for studies of great ape evolution. These complete sex chromosome assemblies are expected to further inform conservation genetics of nonhuman apes, all of which are endangered species.

  • Assessing the contribution of rare variants to complex trait heritability from whole-genome sequence data

    Nature Genetics · 2022 · 354 citations

    • Biology
    • Genetics
  • High-coverage whole-genome sequencing of the expanded 1000 Genomes Project cohort including 602 trios

    Cell · 2022 · 1009 citations

    • Computer Science
    • Biology
    • Machine Learning

    The 1000 Genomes Project (1kGP) is the largest fully open resource of whole-genome sequencing (WGS) data consented for public distribution without access or use restrictions. The final, phase 3 release of the 1kGP included 2,504 unrelated samples from 26 populations and was based primarily on low-coverage WGS. Here, we present a high-coverage 3,202-sample WGS 1kGP resource, which now includes 602 complete trios, sequenced to a depth of 30X using Illumina. We performed single-nucleotide variant (SNV) and short insertion and deletion (INDEL) discovery and generated a comprehensive set of structural variants (SVs) by integrating multiple analytic methods through a machine learning model. We show gains in sensitivity and precision of variant calls compared to phase 3, especially among rare SNVs as well as INDELs and SVs spanning frequency spectrum. We also generated an improved reference imputation panel, making variants discovered here accessible for association studies.

  • Haplotype-resolved diverse human genomes and integrated analysis of structural variation

    Science · 2021 · 795 citations

    • Biology
    • Genetics
    • Evolutionary biology

    Long-read and strand-specific sequencing technologies together facilitate the de novo assembly of high-quality haplotype-resolved human genomes without parent-child trio data. We present 64 assembled haplotypes from 32 diverse human genomes. These highly contiguous haplotype assemblies (average minimum contig length needed to cover 50% of the genome: 26 million base pairs) integrate all forms of genetic variation, even across complex loci. We identified 107,590 structural variants (SVs), of which 68% were not discovered with short-read sequencing, and 278 SV hotspots (spanning megabases of gene-rich sequence). We characterized 130 of the most active mobile element source elements and found that 63% of all SVs arise through homology-mediated mechanisms. This resource enables reliable graph-based genotyping from short reads of up to 50,340 SVs, resulting in the identification of 1526 expression quantitative trait loci as well as SV candidates for adaptive selection within the human population.

Recent grants

Frequent coauthors

  • Richard A. Gibbs

    Baylor College of Medicine

    302 shared
  • Eric Boerwinkle

    The University of Texas Health Science Center at Houston

    275 shared
  • Christiane Reitz

    New York Hospital Queens

    245 shared
  • Richard Mayeux

    Columbia University

    245 shared
  • Badri N. Vardarajan

    Columbia University Irving Medical Center

    245 shared
  • Sandra Barral

    NewYork–Presbyterian Hospital

    245 shared
  • Kara L. Hamilton‐Nelson

    Dr. John T. Macdonald Foundation

    244 shared
  • Sudha Seshadri

    Framingham Heart Study

    244 shared

Education

  • Ph.D. Medical Sciences

    University of Alberta

    1996
  • M.S. Expiremental Pathology, Pathology

    University of Alberta

    1993
  • B.S., Genetics

    University of Alberta

    1990

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