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  1. Article

    Open Access

    Leveraging functional genomic annotations and genome coverage to improve polygenic prediction of complex traits within and between ancestries

    We develop a method, SBayesRC, that integrates genome-wide association study (GWAS) summary statistics with functional genomic annotations to improve polygenic prediction of complex traits. Our method is scala...

    Zhili Zheng, Shouye Liu, Julia Sidorenko, Ying Wang, Tian Lin in Nature Genetics (2024)

  2. Article

    Open Access

    Maternal aging increases offspring adult body size via transmission of donut-shaped mitochondria

    Maternal age at childbearing has continued to increase in recent decades. However, whether and how it influences offspring adult traits are largely unknown. Here, using adult body size as the primary readout, ...

    Runshuai Zhang, **an Fang, Ting Qi, Shihao Zhu, Luxia Yao, Guicun Fang in Cell Research (2023)

  3. Article

    Open Access

    Genetic control of RNA splicing and its distinct role in complex trait variation

    Most genetic variants identified from genome-wide association studies (GWAS) in humans are noncoding, indicating their role in gene regulation. Previous studies have shown considerable links of GWAS signals to...

    Ting Qi, Yang Wu, Hailing Fang, Futao Zhang, Shouye Liu, Jian Zeng in Nature Genetics (2022)

  4. Article

    Open Access

    Dissection of complicate genetic architecture and breeding perspective of cottonseed traits by genome-wide association study

    Cottonseed is one of the most important raw materials for plant protein, oil and alternative biofuel for diesel engines. Understanding the complex genetic basis of cottonseed traits is requisite for achieving ...

    **ongming Du, Shouye Liu, Junling Sun, Gengyun Zhang, Yinhua Jia, Zhaoe Pan in BMC Genomics (2018)

  5. Article

    Open Access

    Dissection of genetic architecture of rice plant height and heading date by multiple-strategy-based association studies

    **eyou9308 is a certified super hybrid rice cultivar with a high grain yield. To investigate its underlying genetic basis of high yield potential, a recombinant inbred line (RIL) population derived from the cr...

    Liyuan Zhou, Shouye Liu, Weixun Wu, Daibo Chen, **aodeng Zhan in Scientific Reports (2016)