科研论文:
- Gao S, Zhang Y, Bush SJ, Wang B, Yang X, Ye K. (2024). Centromere Landscapes Resolved from Hundreds of Human Genomes. Genomics Proteomics Bioinformatics, Oct 18:qzae071.
- Wang, S., Ye, K. (2024). Deep-learning based representation and recognition for genome variants – From SNVs to structural variants. National Science Review, nwae335.
- Gao, S., Jia, Y., Guo, H., Xu, T., Wang, B., Bush, S.J., Wan, S., Zhang, Y., Yang, X., Ye, K. (2024). The centromere landscapes of four karyotypically diverse Papaver species provide insights into chromosome evolution and speciation. Cell Genomics, 100626.
- Wang, B., Jia, Y., Dang, N., Yu J., …, Ma, W., Ye, K. (2024). Near telomere-to-telomere genome assemblies of two Chlorella species unveil the composition and evolution of centromeres in green algae. BMC Genomics, 25, 356.
- Wang, S., Lin, J., Jia, P., Xu, T., Li, X., Liu, Y., Xu, D., Bush, S.J., Meng, D., Ye, K. (2024). De novo and somatic structural variant discovery with SVision-pro. Nature Biotechnology, Mar 22.
- Jia P., Yang X., Yang X., Wang T., Xu Y., Ye K., (2024). MSIsensor-RNA: Microsatellite Instability Detection for Bulk and Single-cell Gene Expression Data, Genomics, Proteomics & Bioinformatics, qzae004.
- Jia, P., Dong, L., Yang, X., Wang, B., Bush, S.J., Wang, T., …, Lv, Y., Wang, J., Ye, K. (2023). Haplotype-resolved assemblies and variant benchmark of a Chinese Quartet. Genome Biology, 24(1):277.
- Xu, Y., Bush, S.J., Yang, X., Xu, L., Wang, B., Ye, K. (2023). Evolutionary analysis of conserved non-coding elements subsequent to whole-genome duplication in opium poppy. The Plant Journal, 116(6):1804-1824.
- Wang, B., Dang, N., Yang, X., Xu, S., & Ye, K. (2023). The human pangenome reference: the beginning of a new era for genomics. Science Bulletin, 68(14), 1484-1487.
- Lin, J., Jia, P., Wang, S., Kosters, W., & Ye, K. (2023). Comparison and benchmark of structural variants detected from long read and long-read assembly. Briefings in Bioinformatics, 24(4), bbad188.
- Jia, Y., Xu, Y., Wang, B., Guo, L., Guo, M., Che, X., & Ye, K. (2023). The tissue-specific chromatin accessibility landscape of Papaver somniferum. Frontiers in Genetics, 14.
- How-Kit, A., & Ye, K. (2023). Editorial: Microsatellite and microsatellite instability. Frontiers in Genetics, 14.
- Gao, Y., Yang, X., Chen, H., Tan, X., Yang, Z., Deng, L., . . . Ye, K., Xu, S.(2023). A pangenome reference of 36 Chinese populations. Nature, 619(7968), 112-121.
- Gao, S., Yang, X., Guo, H., Zhao, X., Wang, B., & Ye, K. (2023). HiCAT: a tool for automatic annotation of centromere structure. Genome Biology, 24(1), 58.
- Ye, K. (2022). A commentary of “the intersection of archaeology and genomics: Sparking the advances in cognitive human society”: 10 remarkable discoveries from 2020 in Nature. Fundamental Research, 2(2), 339-340.
- Yang, X., Zhao, X., Qu, S., Jia, P., Wang, B., Gao, S., . . . Ye, K. (2022). Haplotype-resolved Chinese male genome assembly based on high-fidelity sequencing. Fundamental Research, 2(6), 946-953.
- Xu, T., Yang, X., Jia, Y., Li, Z., Tang, G., Li, X., . . . Ye, K. (2022). A global survey of the transcriptome of the opium poppy (Papaver somniferum) based on single-molecule long-read isoform sequencing. The Plant Journal, 110(2), 607-620.
- Wang, T., Xu, C., Zhang, Z., Wu, H., Li, X., Zhang, Y., . . . Ye, K. (2022). Cellular heterogeneity and transcriptomic profiles during intrahepatic cholangiocarcinoma initiation and progression. Hepatology, 76(5).
- Wang, T., Xu, C., Xu, D., Yang, X., Liu, Y., Li, X., . . . Ye, K. (2022). Integrating cell interaction with transcription factors to obtain a robust gene panel for prognostic prediction and therapies in cholangiocarcinoma. Frontiers in Genetics, 13.
- Wang, T., Dang, N., Tang, G., Li, Z., Li, X., Shi, B., . . . Ye, K. (2022). Integrating bulk and single-cell RNA sequencing reveals cellular heterogeneity and immune infiltration in hepatocellular carcinoma. Molecular Oncology, 16(11), 2195-2213.
- Wang, B., Yang, X., Jia, Y., Xu, Y., Jia, P., Dang, N., . . . Ye, K. (2022). High-quality Arabidopsis thaliana Genome Assembly with Nanopore and HiFi Long Reads. Genomics, Proteomics & Bioinformatics, 20(1), 4-13.
- Lin, J., Yang, X., Kosters, W., Xu, T., Jia, Y., Wang, S., . . . Ye, K. (2022). Mako: A Graph-based Pattern Growth Approach to Detect Complex Structural Variants. Genomics, Proteomics & Bioinformatics, 20(1), 205-218.
- Lin, J., Wang, S., Audano, P. A., Meng, D., Flores, J. I., Kosters, W., . . . Ye, K. (2022). SVision: a deep learning approach to resolve complex structural variants. Nature Methods, 19(10), 1230-1233.
- Gao, S., Yang, X., Sun, J., Zhao, X., Wang, B., & Ye, K. (2022). IAGS: Inferring Ancestor Genome Structure under a Wide Range of Evolutionary Scenarios. Molecular Biology and Evolution, 39(3), msac041.
- Dang, X., Kang, Y., Wang, X., Cao, W., Li, M., He, Y., . . . Ye, K., Xu, D. (2022). Frequent exacerbators of chronic obstructive pulmonary disease have distinguishable sputum microbiome signatures during clinical stability. Frontiers in Microbiology, 13.
- Che, Y., Yang, X., Jia, P., Wang, T., Xu, D., Guo, T., & Ye, K. (2022). D2 Plot, a Matrix of DNA Density and Distance to Periphery, Reveals Functional Genome Regions. Advanced Science, 9(30), 2202149.
- Yang, X., Gao, S., Guo, L., Wang, B., Jia, Y., Zhou, J., . . . Ye, K. (2021). Three chromosome-scale Papaver genomes reveal punctuated patchwork evolution of the morphinan and noscapine biosynthesis pathway. Nature Communications, 12(1), 6030.
- Wang, Y., Chen, Z., Wang, T., Guo, H., Liu, Y., Dang, N., . . . Ye, K., Shi, B. (2021). A novel CD4+ CTL subtype characterized by chemotaxis and inflammation is involved in the pathogenesis of Graves’ orbitopathy. Cellular & Molecular Immunology, 18(3), 735-745.
- Kang, Y., Ji, X., Guo, L., Xia, H., Yang, X., Xie, Z., . . . Ye, K., Zhao, G. (2021). Cerebrospinal Fluid from Healthy Pregnant Women Does Not Harbor a Detectable Microbial Community. Microbiology Spectrum, 9(3), e00769-00721.
- Ebert, P., Audano, P. A., Zhu, Q., Rodriguez-Martin, B., Porubsky, D., Bonder, M. J., . . . Eichler, E. E. (2021). Haplotype-resolved diverse human genomes and integrated analysis of structural variation. Science, 372(6537), eabf7117.
- Yang, X., Gao, S., Wang, T., Yang, B., Dang, N., & Ye, K. (2020). gCAnno: a graph-based single cell type annotation method. BMC Genomics, 21(1), 823.
- Xie, F., Zhang, J., Wang, J., Reuben, A., Xu, W., Yi, X., . . . Ye, K., Cheng, C., Xia, T. (2020). Multifactorial Deep Learning Reveals Pan-Cancer Genomic Tumor Clusters with Distinct Immunogenomic Landscape and Response to Immunotherapy. Clinical Cancer Research, 26(12), 2908-2920.
- Wang, Y., Liu, Y., Yang, X., Guo, H., Lin, J., Yang, J., . . . Ye, K., Shi, B. (2020). Predicting the early risk of ophthalmopathy in Graves’ disease patients using TCR repertoire. Clinical and Translational Medicine, 10(7), e218.
- Wang, B., Yu, H., Jia, Y., Dong, Q., Steinberg, C., Alabouvette, C., . . . Ye, K., Ma, J., Guo, L. (2020). Chromosome-Scale Genome Assembly of Fusarium oxysporum Strain Fo47, a Fungal Endophyte and Biocontrol Agent. Molecular Plant-Microbe Interactions®, 33(9), 1108-1111.
- Guo, L., Ye, K., & Wang, L. (2020). Chromosome-Scale Genome Assembly of Talaromyces rugulosus W13939, a Mycoparasitic Fungus and Promising Biocontrol Agent. Molecular Plant-Microbe Interactions®, 33(12), 1446-1450.
- Jia, P., Yang, X., Guo, L., Liu, B., Lin, J., Liang, H., . . . Ye, K. (2020). MSIsensor-pro: Fast, Accurate, and Matched-normal-sample-free Detection of Microsatellite Instability. Genomics, Proteomics & Bioinformatics, 18(1), 65-71.
- Guo, L., Ji, M., & Ye, K. (2020). Dynamic network inference and association computation discover gene modules regulating virulence, mycotoxin and sexual reproduction in Fusarium graminearum. BMC Genomics, 21(1), 179.
- Fokkens, L., Guo, L., Dora, S., Wang, B., Ye, K., Sánchez-Rodríguez, C., & Croll, D. (2020). A Chromosome-Scale Genome Assembly for the Fusarium oxysporum Strain Fo5176 To Establish a Model Arabidopsis-Fungal Pathosystem. G3 Genes|Genomes|Genetics, 10(10), 3549-3555.
- Yang, X., Lee, W.-P., Ye, K., & Lee, C. (2019). One reference genome is not enough. Genome Biology, 20(1), 104.
- Liu, B., Yang, X., Wang, T., Lin, J., Kang, Y., Jia, P., & Ye, K. (2019). MEpurity: estimating tumor purity using DNA methylation data. Bioinformatics, 35(24), 5298-5300.
- Kang, Y., Yang, X., Lin, J., & Ye, K. (2019). PVTree: A Sequential Pattern Mining Method for Alignment Independent Phylogeny Reconstruction. Genes, 10(2).
- Guo, L., & Ye, K. (2019). Mapping Genome Variants Sheds Light on Genetic and Phenotypic Differentiation in Chinese. Genomics, Proteomics & Bioinformatics, 17(3), 226-228.
- Guo, L., Winzer, T., Yang, X., Li, Y., Ning, Z., He, Z., . . . Ye, K. (2018). The opium poppy genome and morphinan production. Science, 362(6412), 343-347.
- Ye, K., Wang, J., Jayasinghe, R., Lameijer, E.-W., McMichael, J. F., Ning, J., . . . Ding, L. (2016). Systematic discovery of complex insertions and deletions in human cancers. Nature Medicine, 22(1), 97-104.
- Kroon, M., Lameijer, E. W., Lakenberg, N., Hehir-Kwa, J. Y., Thung, D. T., Slagboom, P. E., . . . Ye, K. (2016). Detecting dispersed duplications in high-throughput sequencing data using a database-free approach. Bioinformatics, 32(4), 505-510.
- Hehir-Kwa, J. Y., Marschall, T., Kloosterman, W. P., Francioli, L. C., Baaijens, J. A., Dijkstra, L. J., . . .Ye, K., Guryev, V. (2016). A high-quality human reference panel reveals the complexity and distribution of genomic structural variants. Nature Communications, 7(1), 12989.
- Sudmant, P. H., Rausch, T., Gardner, E. J., Handsaker, R. E., Abyzov, A., Huddleston, J., . . . The Genomes Project, C. (2015). An integrated map of structural variation in 2,504 human genomes. Nature, 526(7571), 75-81.
- Kloosterman, W. P., Francioli, L. C., Hormozdiari, F., Marschall, T., Hehir-Kwa, J. Y., Abdellaoui, A., . . . Ye, K., Guryev, V. (2015). Characteristics of de novo structural changes in the human genome. Genome research, 25(6), 792-801.
- Auton, A., Abecasis, G. R., Altshuler, D. M., Durbin, R. M., Abecasis, G. R., Bentley, D. R., . . . National Eye Institute, N. I. H. (2015). A global reference for human genetic variation. Nature, 526(7571), 68-74.
- Niu, B., Ye, K., Zhang, Q., Lu, C., Xie, M., McLellan, M. D., . . . Ding, L. (2014). MSIsensor: microsatellite instability detection using paired tumor-normal sequence data. Bioinformatics, 30(7), 1015-1016.
- Ye, K., Beekman, M., Lameijer, E.-W., Zhang, Y., Moed, M. H., van den Akker, E. B., . . . Slagboom, P. E. (2013). Aging as Accelerated Accumulation of Somatic Variants: Whole-Genome Sequencing of Centenarian and Middle-Aged Monozygotic Twin Pairs. Twin Research and Human Genetics, 16(6), 1026-1032.
- Zhang, Y., Lameijer, E.-W., t Hoen, P. A. C., Ning, Z., Slagboom, P. E., & Ye, K. (2012). PASSion: a pattern growth algorithm-based pipeline for splice junction detection in paired-end RNA-Seq data. Bioinformatics, 28(4), 479-486.
- McVean, G. A., Altshuler, D. M., Durbin, R. M., Abecasis, G. R., Bentley, D. R., Chakravarti, A., . . . University of, G. (2012). An integrated map of genetic variation from 1,092 human genomes. Nature, 491(7422), 56-65.
- Mills, R. E., Walter, K., Stewart, C., Handsaker, R. E., Chen, K., Alkan, C., . . . Genomes, P. (2011). Mapping copy number variation by population-scale genome sequencing. Nature, 470(7332), 59-65.
- Ye, K., Jia, Z., Wang, Y., Flicek, P., & Apweiler, R. (2010). Mining Unique-m Substrings from Genomes. J Proteomics Bioinform (0974-276X (Print)).
- Durbin, R. M., Altshuler, D., Durbin, R. M., Abecasis, G. R., Bentley, D. R., Chakravarti, A., . . . The Translational Genomics Research, I. (2010). A map of human genome variation from population-scale sequencing. Nature, 467(7319), 1061-1073.
- Ye, K., Schulz, M. H., Long, Q., Apweiler, R., & Ning, Z. (2009). Pindel: a pattern growth approach to detect break points of large deletions and medium sized insertions from paired-end short reads. Bioinformatics, 25(21), 2865-2871.
- Ye, K., Vriend, G., & Ijzerman, A. P. (2008). Tracing evolutionary pressure. Bioinformatics, 24(7), 908-915.
- Ye, K., Anton Feenstra, K., Heringa, J., Ijzerman, A. P., & Marchiori, E. (2008). Multi-RELIEF: a method to recognize specificity determining residues from multiple sequence alignments using a Machine-Learning approach for feature weighting. Bioinformatics, 24(1), 18-25.
- Ye, K., Kosters, W. A., & Ijzerman, A. P. (2007). An efficient, versatile and scalable pattern growth approach to mine frequent patterns in unaligned protein sequences. Bioinformatics, 23(6), 687-693.
- Ye, K., Lameijer, E.-W. M., Beukers, M. W., & Ijzerman, A. P. (2006). A two-entropies analysis to identify functional positions in the transmembrane region of class A G protein-coupled receptors. Proteins: Structure, Function, and Bioinformatics, 63(4), 1018-1030.
已授权专利:
- 施秉银,王悦,刘宇峰,叶凯,杨晓飞,蔺佳栋,T细胞数据处理方法及装置,中国发明,2020.10.9,ZL201810813090.4,(专利权人:一附院)
- 叶凯,康永永,杨晓飞,贾鹏,蔺佳栋,郭立,一种基于序列模式挖掘算法的系统发生树构建方法,中国发明,2020-11-10,ZL201811408606.2 (专利权人:西安交通大学)
- 叶凯,贾鹏,杨晓飞,刘博文,康永永,梁皓,一种基于基因组测序的微卫星不稳定性检测系统及方法,中国发明,2020-6-19,ZL201811641480.4 (专利权人:西安交通大学)
- 杨晓飞,魏宏,叶凯,多组学融合剪接位点的识别方法及系统、设备和存储介质,中国发明,2021-4-30,ZL202110485740.9
- 杨晓飞,卜楠,叶凯,蔺佳栋,梁皓,郭立,一种基于二代测序数据的反转相关复杂变异检测方法,2020-2-6, ZL202010081979.5
- 叶凯,蔺佳栋,王松渤,杨晓飞,一种基于深度学习的基因组结构变异检测系统及方法,中国发明,2021-09-29,ZL202111156180.9
- 叶凯,杨帆,杨晓飞,蔺佳栋,梁皓,郭立,一种基于模式增长算法的基因变异检测方法,中国发明,2020-2-26,ZL202010121579.2
- 叶凯,梁皓,杨晓飞,杨帆,贾鹏,郭立,基于外显子测序数据的拷贝数变异检测方法及系统、终端和存储介质,中国发明,2020-01-14,ZL 202010038141.8
- 杨晓飞,孙雨,叶凯,蔺佳栋,段明哲,郭立,面向生物大数据的流式传输与变异实时挖掘系统及方法,中国发明,2019-12-24,ZL201911347153.2
学术专著:
- Ye, Kai; Guo, Li; Yang, Xiaofei; Lamijer, Eric-Wubbo; Raine, Keiran; Ning, Zemin; Split-Read Indel and Structural Variant Calling Using PINDEL, Humana Press, New York, NY, 2018.
- Ye, Kai; Ning, Zemin; Detecting Break Points of Insertions and Deletions from Paired-end Short Reads, Caister Academic Press, 2014.