Biology subjects

Chua, Z. M.

Publications and source records attributed to Chua, Z. M..

4 recordsLinked to original sources

bioRxiv2026

Histone variant H2A.Z mutant suppresses the senescence-associated secretory phenotype

Cellular senescence features a durable cell-cycle arrest and a pro-inflammatory senescence-associated secretory phenotype (SASP) driven in part by chromatin remodeling. The histone variant H2A.Z plays an essential role in regulating gene expression through modulating nucleosome dynamics and is known to regulate the expression of cell cycle genes during the early stages of cellular senescence. However, how the intrinsic stability of H2A.Z-containing nucleosomes plays a role in the establishment of the senescent phenotype remains unexplored. To investigate this, we employed H2A.Z R80C, a H2A.Z mutant that destabilizes nucleosomes by disrupting histone-DNA interactions. We observed that expression of H2A.Z R80C causes suppression of SASP in senescent primary human fibroblasts, without affecting expression of cell cycle genes. H2A.Z knockdown did not suppress the SASP, demonstrating that SASP suppression is likely due to altered stability of H2A.Z-containing nucleosomes rather than loss of H2A.Z function. Mechanistically, SASP suppression is linked to decreased H3K27ac at SASP gene loci. These findings offer a novel avenue for understanding and manipulating the SASP during aging and other senescence-related pathologies.

molecular biology↗

bioRxiv2025

Nucleosome stability safeguards cell identity, stress resilience and healthy aging

Nucleosomes are the minimal repeating units of chromatin. Their dynamic assembly and disassembly underpins chromatin organization and genome regulation. However, it remains unclear how intrinsic nucleosome stability contributes to higher-level yet fundamental cellular and organismal properties--such as preservation of cell identity, lineage specification, stress resilience and ultimately healthy aging. To address this, we tested the impact of decreased intrinsic nucleosome stability across multiple cell, tissue and organismal models by introducing histone mutants that weaken histone-histone interactions. While nucleosome instability did not broadly alter global chromatin accessibility, DNA damage, cell proliferation or viability, it impaired lineage-specific gene expression programs, altered lineage specification and activated intrinsic inflammatory and stress pathways in a manner reminiscent of aging in mouse tissues and human cells. Consistently, nucleosome instability accelerated the onset of age-associated transcriptional alterations and functional decline in Caenorhabditis elegans and Drosophila melanogaster, and reduced cellular resilience to exogenous perturbations-- including environmental, epigenetic and mitotic stress--in human cells and Saccharomyces cerevisiae. These cross-species findings identify nucleosome stability as an evolutionarily conserved epigenetic safeguard that preserves cell identity and stress resilience and supports organismal function and healthy aging.

genomics↗

bioRxiv2024

PROTGOAT : Improved automated protein function predictions using Protein Language Models

Accurate prediction of protein function is crucial for understanding biological processes and various disease mechanisms. Current methods for protein function prediction relies primarily on sequence similarities and often misses out on important aspects of protein function. New developments in protein function prediction methods have recently shown exciting progress via the use of large transformer-based Protein Language Models (PLMs) that allow for the capture of nuanced relationships between amino acids in protein sequences which are crucial for understanding their function. This has enabled an unprecedented level of accuracy in predicting the functions of previously little understood proteins. We here developed an ensemble method called PROTGOAT based on embeddings extracted from multiple and diverse pre-trained PLMs and existing text information about the protein in published literature. PROTGOAT outperforms most current state-of-the-art methods, ranking fourth in the Critical Assessment of Functional Annotation (CAFA 5), a global competition benchmarking such developments among 1600 methods tested. The high performance of our method demonstrates how protein function prediction can be improved through the use of an ensemble of diverse PLMs. PROTGOAT is publicly available for academic use and can be accessed here: https://github.com/zongmingchua/cafa5

bioinformatics↗

bioRxiv2023

Histone chaperone HIRA, Promyelocytic Leukemia (PML) protein and p62/SQSTM1 coordinate to regulate inflammation during cell senescence and aging.

Cellular senescence, a stress-induced stable proliferation arrest associated with an inflammatory Senescence-Associated Secretory Phenotype (SASP), is a cause of aging. In senescent cells, Cytoplasmic Chromatin Fragments (CCFs) activate SASP via the anti-viral cGAS/STING pathway. PML protein organizes PML nuclear bodies (NBs), also involved in senescence and anti-viral immunity. The HIRA histone H3.3 chaperone localizes to PML NBs in senescent cells. Here, we show that HIRA and PML are essential for SASP expression, tightly linked to HIRAs localization to PML NBs. Inactivation of HIRA does not directly block expression of NF-{kappa}B target genes. Instead, an H3.3-independent HIRA function activates SASP through a CCF-cGAS-STING-TBK1-NF-{kappa}B pathway. HIRA physically interacts with p62/SQSTM1, an autophagy regulator and negative SASP regulator. HIRA and p62 co-localize in PML NBs, linked to their antagonistic regulation of SASP, with PML NBs controlling their spatial configuration. These results outline a role for HIRA and PML in regulation of SASP.

cell biology↗