cfGWAS reveal genetic basis of cell-free DNA features

Huanhuan Zhu, Yan Zhang, Shuang Zeng, Linxuan Li, Rijing Ou, Xinyi Zhang, Yu Lin, Ying Lin, Chuang Xu, Lin Wang, Guodan Zeng, Jingyu Zeng, Lingguo Li, Yongjian Jia, Yu Wang, Fei Luo, Meng Yang, Yuxuan Hu, Xiameizi Li, Han Xiao, Xun Xu, Jian Wang, Aifen Zhou, Haiqiang Zhang, Xin Jin
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Abstract

cfDNA consists of degraded DNA fragments released into body fluids. Its genetic and pathological information makes it useful for prenatal testing and early tumor detection. However, the mechanisms behind cfDNA biology are largely unknown. In this study, for the first time, we conducted a GWAS study to explore the genetic basis of cfDNA features, termed cfGWAS, in 28,016 pregnant women. We identified 84 significant loci, including well-known cfDNA-related genes DFFB and DNASE1L3, and numerous novel genes potentially involved in cfDNA biology, including PANX1 and DNASE1L1. The findings were further verified through independent GWAS and experimental validation in knockout mice and cell lines. Subsequent analyses revealed strong causal relationships of hematological indicators on cfDNA features. In summary, we presented the first cfGWAS, revealing the genetic basis of cfDNA biology from genome-wide scale. Novel knowledge uncovered by this study keep the promise to revolutionize liquid biopsy technology and potential new drug targeted for certain disease. Given exist of the millions cfDNA whole-genome-sequencing data generated from clinical testing, the potential of this paradigm is enormous.
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cfGWAS 揭示无细胞 DNA 特征的遗传基础
cfDNA 由释放到体液中的降解 DNA 片段组成。其遗传和病理信息可用于产前检测和早期肿瘤检测。然而,cfDNA 生物学背后的机制在很大程度上还不为人所知。在这项研究中,我们首次在 28016 名孕妇中开展了一项 GWAS 研究,以探索 cfDNA 特征的遗传基础(称为 cfGWAS)。我们发现了 84 个重要基因位点,包括众所周知的 cfDNA 相关基因 DFFB 和 DNASE1L3,以及许多可能参与 cfDNA 生物学的新基因,包括 PANX1 和 DNASE1L1。这些发现通过独立的全球基因组分析以及基因敲除小鼠和细胞系的实验验证得到了进一步验证。随后的分析表明,血液学指标与 cfDNA 特征之间存在密切的因果关系。总之,我们首次提出了 cfGWAS,从全基因组范围揭示了 cfDNA 生物学的遗传基础。这项研究揭示的新知识有望彻底改变液体活检技术和针对某些疾病的潜在新药。鉴于临床检测产生了数百万个 cfDNA 全基因组测序数据,这一范例的潜力是巨大的。
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