Zhenyu Liu

Dr. Zhenyu Liu

orcid

Research Focus & Metrics

Academic Career Length

5Years (2022-Present)

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

Representative Publications

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11 January 2023 in Cell Discovery
Verified
Journal Article
Open access
PDF file
YLYuhan Liao
Yuhan Liao
ZLZhenyu Liu
Zhenyu Liu
YZYu Zhang
Yu Zhang
PLPing Lu
Ping Lu
LWLu Wen
Lu Wen
FTFuchou Tang
Fuchou Tang

5 March 2024 in Cancer Discovery
Verified
Journal Article
Closed access
PDF file
ZLZhenyu Liu
Zhenyu Liu
YHYuqiong Hu
Yuqiong Hu
HXHaoling Xie
Haoling Xie
KCKexuan Chen
Kexuan Chen
LWLu Wen
Lu Wen
FTFuchou Tang
Fuchou Tang
Colorectal cancer is a highly heterogeneous disease, with well-characterized subtypes based on genome, DNA methylome, and transcriptome signatures. To chart the epigenetic landscape of colorectal cancers, we generated a high-quality single-cell chromatin accessibility atlas of epithelial cells for 29 patients. Abnormal chromatin states acquired in adenomas were largely retained in colorectal cancers, which were tightly accompanied by opposite changes of DNA methylation. Unsupervised analysis on malignant cells revealed two epigenetic subtypes, exactly matching the iCMS classification, and key iCMS-specific transcription factors (TFs) were identified, including HNF4A and PPARA for iCMS2 tumors and FOXA3 and MAFK for iCMS3 tumors. Notably, subtype-specific TFs bind to distinct target gene sets and contribute to both interpatient similarities and diversities for both chromatin accessibilities and RNA expressions. Moreover, we identified CpG-island methylator phenotypes and pinpointed chromatin state signatures and TF regulators for the CIMP-high subtype. Our work systematically revealed the epigenetic basis of the well-known iCMS and CIMP classifications of colorectal cancers. Significance: Our work revealed the epigenetic basis of the well-known iCMS and CIMP classifications of colorectal cancers. Moreover, interpatient minor similarities and major diversities of chromatin accessibility signatures of TF target genes can faithfully explain the corresponding interpatient minor similarities and major diversities of RNA expression signatures of colorectal cancers, respectively. This article is featured in Selected Articles from This Issue, p. 897

7 October 2024 in Nature Methods
Verified
Journal Article
Closed access
PDF file
QLQingqing Li
Qingqing Li
YGYuqing Guo
Yuqing Guo
ZWZixin Wu
Zixin Wu
XXXueqiang Xu
Xueqiang Xu
ZJZhenhuan Jiang
Zhenhuan Jiang
FTFuchou Tang
Fuchou Tang

6 August 2022 in Genomics, Proteomics & Bioinformatics
Verified
Journal Article
Open access
YGYuan Gao
Yuan Gao
JZJinning Zhang
Jinning Zhang
ZLZhenyu Liu
Zhenyu Liu
SQShuyue Qi
Shuyue Qi
XGXinmeng Guo
Xinmeng Guo
YYYuanqing Yao
Yuanqing Yao
Although chromosomal mosaic embryos detected by trophectoderm (TE) biopsy offer healthy embryos available for transfer, high-resolution postnatal karyotyping and chromosome testing of the transferred embryos are insufficient. Here, we applied single-cell multi-omics sequencing for seven infants with blastula chromosomal mosaicism detected by TE biopsy. The chromosome ploidy was examined by single-cell genome analysis, with the cellular identity being identified by single-cell transcriptome analysis. A total of 1616 peripheral leukocytes from seven infants with embryonic chromosomal mosaicism and three control ones with euploid TE biopsy were analyzed. A small number of blood cells showed copy number alterations (CNAs) on seemingly random locations at a frequency of 0%−2.5% per infant. However, none of the cells showed CNAs that were the same as those of the corresponding TE biopsies. The blastula chromosomal mosaicism may be fully self-corrected, probably through the selective loss of the aneuploid cells during development, and the transferred embryos can be born as euploid infants without mosaic CNAs corresponding to the TE biopsies. The results provide a new reference for the evaluations of transferring chromosomal mosaic embryos in certain situations.

22 July 2025 in Protein & Cell
Verified
Journal Article
Open access
PLPing Lu
Ping Lu
YZYu Zhang
Yu Zhang
YCYueli Cui
Yueli Cui
YLYuhan Liao
Yuhan Liao
ZLZhenyu Liu
Zhenyu Liu
FTFuchou Tang
Fuchou Tang
Dysregulated RNA splicing is a well-recognized characteristic of colorectal cancer (CRC); however, its intricacies remain obscure, partly due to challenges in profiling full-length transcript variants at the single-cell level. Here, we employ high-depth long-read scRNA-seq to define the full-length transcriptome of colorectal epithelial cells in 12 CRC patients, revealing extensive isoform diversities and splicing alterations. Cancer cells exhibited increased transcript complexity, with widespread 3′-UTR shortening and reduced intron retention. Distinct splicing regulation patterns were observed between intrinsic-consensus molecular subtypes (iCMS), with iCMS3 displaying even higher splicing factor activities and more pronounced 3′-UTR shortening. Furthermore, we revealed substantial shifts in isoform usage that result in alterations of protein sequences from the same gene with distinct carcinogenic effects during tumorigenesis of CRC. Allele-specific expression analysis revealed dominant mutant allele expression in key oncogenes and tumor suppressors. Moreover, mutated PPIG was linked to widespread splicing dysregulation, and functional validation experiments confirmed its critical role in modulating RNA splicing and tumor-associated processes. Our findings highlight the transcriptomic plasticity in CRC and suggest novel candidate targets for splicing-based therapeutic strategies.

7 February 2023 in Cell Discovery
Verified
Journal Article
Open access
PDF file
YLYuhan Liao
Yuhan Liao
ZLZhenyu Liu
Zhenyu Liu
YZYu Zhang
Yu Zhang
PLPing Lu
Ping Lu
LWLu Wen
Lu Wen
FTFuchou Tang
Fuchou Tang