Kai Ye

Kai Ye


Research Focus & Metrics

Academic Career Length

20Years (2007-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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25 February 2021 in Science
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PEPeter Ebert
Peter Ebert
PAPeter A. Audano
Peter A. Audano
QZQihui Zhu
Qihui Zhu
BRBernardo Rodriguez-Martin
Bernardo Rodriguez-Martin
DPDavid Porubsky
David Porubsky
FMF. Kumara Eugene Mastrorosa
F. Kumara Eugene Mastrorosa
Resolving genomic structural variation: Many human genomes have been reported using short-read technology, but it is difficult to resolve structural variants (SVs) using these data. These genomes thus lack comprehensive comparisons among individuals and populations. Ebertet al.used long-read structural variation calling across 64 human genomes representing diverse populations and developed new methods for variant discovery. This approach allowed the authors to increase the number of confirmed SVs and to describe the patterns of variation across populations. From this dataset, they identified quantitative trait loci affected by these SVs and determined how they may affect gene expression and potentially explain genome-wide association study hits. This information provides insights into patterns of normal human genetic variation and generates reference genomes that better represent the diversity of our species.Science, this issue p.eabf7117

18 May 2015 in Nature Genetics
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GCGenome of the Netherlands Consortium
Genome of the Netherlands Consortium
LFLaurent C Francioli
Laurent C Francioli
PPPaz P Polak
Paz P Polak
AKAmnon Koren
Amnon Koren
AMAndroniki Menelaou
Androniki Menelaou
SSShamil R Sunyaev
Shamil R Sunyaev
Shamil Sunyaev, Paul de Bakker and colleagues report an analysis of 11,020 de novo mutations from the whole-genome sequences of Dutch families sequenced as part of the Genome of the Netherlands project. They identify correlations related to paternal age and genic content and develop an empirical human mutation rate map. Mutations create variation in the population, fuel evolution and cause genetic diseases. Current knowledge about de novo mutations is incomplete and mostly indirect1,2,3,4,5,6,7,8,9,10. Here we analyze 11,020 de novo mutations from the whole genomes of 250 families. We show that de novo mutations in the offspring of older fathers are not only more numerous11,12,13 but also occur more frequently in early-replicating, genic regions. Functional regions exhibit higher mutation rates due to CpG dinucleotides and show signatures of transcription-coupled repair, whereas mutation clusters with a unique signature point to a new mutational mechanism. Mutation and recombination rates independently associate with nucleotide diversity, and regional variation in human-chimpanzee divergence is only partly explained by heterogeneity in mutation rate. Finally, we provide a genome-wide mutation rate map for medical and population genetics applications. Our results provide new insights and refine long-standing hypotheses about human mutagenesis.

19 October 2018 in Science
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LGLi Guo
Li Guo
TWThilo Winzer
Thilo Winzer
XYXiaofei Yang
Xiaofei Yang
YLYi Li
Yi Li
ZNZemin Ning
Zemin Ning
KYKai Ye
Kai Ye
Poppy genome reveals evolution of opiates: The opium poppy has been a source of painkillers since Neolithic times. Attendant risks of addiction threaten many today. Guo et al. now deliver a draft of the opium poppy genome, which encompasses 2.72 gigabases assembled into 11 chromosomes and predicts more than 50,000 protein-coding genes. A particularly complex gene cluster contains many critical enzymes in the metabolic pathway that generates the alkaloid drugs noscapine and morphinan. Science , this issue p. 343

22 December 2015 in Nature Communications
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CLCharles Lu
Charles Lu
MXMingchao Xie
Mingchao Xie
MWMichael C. Wendl
Michael C. Wendl
JWJiayin Wang
Jiayin Wang
MMMichael D. McLellan
Michael D. McLellan
LDLi Ding
Li Ding
Large-scale cancer sequencing data enable discovery of rare germline cancer susceptibility variants. Here we systematically analyse 4,034 cases from The Cancer Genome Atlas cancer cases representing 12 cancer types. We find that the frequency of rare germline truncations in 114 cancer-susceptibility-associated genes varies widely, from 4% (acute myeloid leukaemia (AML)) to 19% (ovarian cancer), with a notably high frequency of 11% in stomach cancer. Burden testing identifies 13 cancer genes with significant enrichment of rare truncations, some associated with specific cancers (for example,RAD51C,PALB2andMSH6in AML, stomach and endometrial cancers, respectively). Significant, tumour-specific loss of heterozygosity occurs in nine genes (ATM,BAP1,BRCA1/2,BRIP1,FANCM,PALB2andRAD51C/D). Moreover, our homology-directed repair assay of 68BRCA1rare missense variants supports the utility of allelic enrichment analysis for characterizing variants of unknown significance. The scale of this analysis and the somatic-germline integration enable the detection of rare variants that may affect individual susceptibility to tumour development, a critical step toward precision medicine.

14 June 2023 in Nature
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YGYang Gao
Yang Gao
XYXiaofei Yang
Xiaofei Yang
HCHao Chen
Hao Chen
XTXinjiang Tan
Xinjiang Tan
ZYZhaoqing Yang
Zhaoqing Yang
SXShuhua Xu
Shuhua Xu
Human genomics is witnessing an ongoing paradigm shift from a single reference sequence to a pangenome form, but populations of Asian ancestry are underrepresented. Here we present data from the first phase of the Chinese Pangenome Consortium, including a collection of 116 high-quality and haplotype-phased de novo assemblies based on 58 core samples representing 36 minority Chinese ethnic groups. With an average 30.65× high-fidelity long-read sequence coverage, an average contiguity N50 of more than 35.63 megabases and an average total size of 3.01 gigabases, the CPC core assemblies add 189 million base pairs of euchromatic polymorphic sequences and 1,367 protein-coding gene duplications to GRCh38. We identified 15.9 million small variants and 78,072 structural variants, of which 5.9 million small variants and 34,223 structural variants were not reported in a recently released pangenome reference1. The Chinese Pangenome Consortium data demonstrate a remarkable increase in the discovery of novel and missing sequences when individuals are included from underrepresented minority ethnic groups. The missing reference sequences were enriched with archaic-derived alleles and genes that confer essential functions related to keratinization, response to ultraviolet radiation, DNA repair, immunological responses and lifespan, implying great potential for shedding new light on human evolution and recovering missing heritability in complex disease mapping.

3 September 2021 in Genomics, Proteomics & Bioinformatics
Verified
Journal Article
Open access
BWBo Wang
Bo Wang
XYXiaofei Yang
Xiaofei Yang
YJYanyan Jia
Yanyan Jia
YXYu Xu
Yu Xu
PJPeng Jia
Peng Jia
KYKai Ye
Kai Ye
Arabidopsis thaliana is an important and long-established model species for plant molecular biology, genetics, epigenetics, and genomics. However, the latest version of reference genome still contains a significant number of missing segments. Here, we reported a high-quality and almost complete Col-0 genome assembly with two gaps (named Col-XJTU) by combining the Oxford Nanopore Technologies ultra-long reads, Pacific Biosciences high-fidelity long reads, and Hi-C data. The total genome assembly size is 133,725,193 bp, introducing 14.6 Mb of novel sequences compared to the TAIR10.1 reference genome. All five chromosomes of the Col-XJTU assembly are highly accurate with consensus quality (QV) scores > 60 (ranging from 62 to 68), which are higher than those of the TAIR10.1 reference (ranging from 45 to 52). We completely resolved chromosome (Chr) 3 and Chr5 in a telomere-to-telomere manner. Chr4 was completely resolved except the nucleolar organizing regions, which comprise long repetitive DNA fragments. The Chr1 centromere (CEN1), reportedly around 9 Mb in length, is particularly challenging to assemble due to the presence of tens of thousands of CEN180 satellite repeats. Using the cutting-edge sequencing data and novel computational approaches, we assembled a 3.8-Mb-long CEN1 and a 3.5-Mb-long CEN2. We also investigated the structure and epigenetics of centromeres. Four clusters of CEN180 monomers were detected, and the centromere-specific histone H3-like protein (CENH3) exhibited a strong preference for CEN180 Cluster 3. Moreover, we observed hypomethylation patterns in CENH3-enriched regions. We believe that this high-quality genome assembly, Col-XJTU, would serve as a valuable reference to better understand the global pattern of centromeric polymorphisms, as well as the genetic and epigenetic features in plants.