This paper uses deep learning to show that individual plant leaves are unique, revealing genetic, environmental, and developmental information in their appearance.

bioRxiv · Dec 2, 2025 · PreprintPlant Biology

Transcriptome analysis of human preimplantation embryo reveals expressed waves associated with blastulation failure based on embryonic grade and age

Ping Yuan, Ying Liu, Haijing Zhao, Guangwei Ma, Lingyan Zheng, Qingxue Zhang, Hui Chen, Wenjun Wang, Yabin Guo

The paper analyzes transcriptomes of arrested human embryos to identify molecular markers associated with blastulation failure and developmental stages.

bioRxiv · Jun 2, 2022 · PreprintGenomics

Systematic Chromosome Rearrangement Induced by CRISPR-Cas9 Reshapes the Genome and Transcriptome of Human Cells

Ying Liu, Guangwei Ma, Zeng-hong Gao, Jian Li, Jin Wang, Xiangping Zhu, Jiawen Yang, Yi Zhou, Kaishun Hu, Yin Zhang, Yabin Guo

This study uses CRISPR-Cas9 to induce systematic chromosome rearrangements in human cells, resulting in genome and transcriptome changes similar to those in tumors.

bioRxiv · Jun 15, 2021 · PreprintGenomics

An upstream open reading frame represses translation of chicken PPARγ transcript variant 1

Yankai Chu, Jiaxin Huang, Guangwei Ma, Tingting Cui, Xiaohong Yan, Hui zi Li, Ning Wang

This study identifies an upstream open reading frame (uORF) in the 5' UTR of chicken PPARγ1 that represses its translation.

Frontiers in Genetics · Feb 28, 2020Peer-reviewedMolecular Biology