Biology subjects

Liao, T.-W.

Publications and source records attributed to Liao, T.-W..

6 recordsLinked to original sources

bioRxiv2026

Multivalent weak contacts shape chaperone-nascent protein interactions

Molecular chaperones interact with non-native proteins, playing crucial roles in preventing misfolding and enable efficient folding in the cellular environment. Trigger factor is a bacterial chaperone that binds to ribosomes, interacting with nascent polypeptides emerging from the ribosome and guiding their early folding steps. In contrast to the central role of the chaperone in promoting folding of newly synthesized proteins, its dynamic interactions with nascent chains emerging from the ribosome remain poorly understood. Here, we use single-molecule fluorescence and optical tweezers approaches to directly observe and characterize trigger factor interactions with a ribosome-bound client protein at increasing chain lengths. We find that trigger factor binding to nascent proteins is best described by a combination of multiple weak, dynamic interactions that are established after the chaperone docks onto the ribosome and evolve during polypeptide elongation. Application of mechanical force perturbs trigger factor binding, supporting a multivalent interaction model. This binding mode may help to stabilize nascent proteins against misfolding while allowing them to dynamically sample conformational space in search of their native structures.

biophysics↗

bioRxiv2026

A Modular Framework for Automated Segmentation and Analysis of AFM Imaging of Chromatin Organization

Chromatin organization underlies essential genome functions, but its nanoscale organization remains challenging to capture and quantify with precision. Atomic force microscopy (AFM) offers direct structural readouts of DNA and chromatin, yet translating these rich images into reproducible biological metrics has been limited by the lack of standardized, scalable analysis tools. Here we present DNAsight, an automated analysis framework that integrates machine learning (ML)-based segmentation with modular, base-pair-calibrated quantification of DNA spatial organization, looping, nucleosome spacing, and protein clustering. Applied across diverse chromatin-associated proteins, DNAsight reveals protein-specific organizational signatures, including topology-dependent compaction by integration host factor (IHF), condition-dependent changes in loop-like DNA structures in cohesin-CTCF-precocious dissociation of sisters 5A (PDS5A) reactions, and promoter-driven multimerization of GAGA factor (GAF) clusters. The framework further enables direct extraction of nucleosome spacing distributions from raw AFM images, providing a label-free route to investigate chromatin fiber architecture. Together, these advances establish DNAsight as a generalizable and scalable approach for converting AFM measurements into quantitative insights into the physical principles of chromatin organization. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=79 SRC="FIGDIR/small/708946v2_ufig1.gif" ALT="Figure 1"> View larger version (31K): org.highwire.dtl.DTLVardef@1225883org.highwire.dtl.DTLVardef@1e1041dorg.highwire.dtl.DTLVardef@1d53d18org.highwire.dtl.DTLVardef@9e0a2a_HPS_FORMAT_FIGEXP M_FIG C_FIG

biophysics↗

bioRxiv2024

Probing mechanical selection in diverse eukaryotic genomes through accurate prediction of 3D DNA mechanics

Connections between the mechanical properties of DNA and biological functions have been speculative due to the lack of methods to measure or predict DNA mechanics at scale. Recently, a proxy for DNA mechanics, cyclizability, was measured by loop-seq and enabled genome-scale investigation of DNA mechanics. Here, we use this dataset to build a computational model predicting bias-corrected intrinsic cyclizability, with near-perfect accuracy, solely based on DNA sequence. Further, the model predicts intrinsic bending direction in 3D space. Using this tool, we aimed to probe mechanical selection - that is, the evolutionary selection of DNA sequence based on its mechanical properties - in diverse circumstances. First, we found that the intrinsic bend direction of DNA sequences correlated with the observed bending in known protein-DNA complex structures, suggesting that many proteins co-evolved with their DNA partners to capture DNA in its intrinsically preferred bent conformation. We then applied our model to large-scale yeast population genetics data and showed that centromere DNA element II, whose consensus sequence is unknown, leaving its sequence-specific role unclear, is under mechanical selection to increase the stability of inner-kinetochore structure and to facilitate centromeric histone recruitment. Finally, in silico evolution under strong mechanical selection discovered hallucinated sequences with cyclizability values so extreme that they required experimental validation, yet, found in nature in the densely packed mitochondrial(mt) DNA of Namystynia karyoxenos, an ocean-dwelling protist with extreme mitochondrial gene fragmentation. The need to transmit an extraordinarily large amount of mtDNA, estimated to be > 600 Mb, in combination with the absence of mtDNA compaction proteins may have pushed mechanical selection to the extreme. Similarly extreme DNA mechanics are observed in bird microchromosomes, although the functional consequence is not yet clear. The discovery of eccentric DNA mechanics in unrelated unicellular and multicellular eukaryotes suggests that we can predict extreme natural biology which can arise through strong selection. Our methods offer a way to study the biological functions of DNA mechanics in any genome and to engineer DNA sequences with desired mechanical properties.

biophysics↗

bioRxiv2024

The human RAD52 complex undergoes phase separation and facilitates bundling and end-to-end tethering of RAD51 presynaptic filaments

Human RAD52 is a prime target for synthetical lethality approaches to treat cancers with deficiency in homologous recombination. Among multiple cellular roles of RAD52, its functions in homologous recombination repair and protection of stalled replication forks appear to substitute those of the tumor suppressor protein BRCA2. However, the mechanistic details of how RAD52 can substitute BRCA2 functions are only beginning to emerge. RAD52 forms an undecameric ring that is enveloped by eleven [~]200 residue-long disordered regions, making it a highly multivalent and branched protein complex that potentiates supramolecular assembly. Here, we show that RAD52 exhibits homotypic phase separation capacity, and its condensates recruit key players in homologous recombination such as single-stranded (ss)DNA, RPA, and the RAD51 recombinase. Moreover, we show that RAD52 phase separation is regulated by its interaction partners such as ssDNA and RPA. Using fluorescence microscopy, we show that RAD52 can induce the formation of RAD51-ssDNA fibrillar structures. To probe the fine structure of these fibrils, we utilized single-molecule super-resolution imaging via DNA-PAINT and atomic force microscopy and showed that RAD51 fibrils are bundles of individual RAD51 nucleoprotein filaments. We further show that RAD52 induces end-to-end tethering of RAD51 nucleoprotein filaments. Overall, we demonstrate unique macromolecular organizational features of RAD52 that may underlie its various functions in the cell.

biophysics↗

bioRxiv2023

Linking folding dynamics and function of SAM/SAH riboswitches at the single molecule level

Riboswitches are found in the 5-UTR of many bacterial mRNAs. They function as cisacting regulatory elements that control downstream gene expression through ligand-induced conformational changes. Here, we used single-molecule FRET to map the conformational landscape of the SAM/SAH riboswitch and probe how co-transcriptional ligand-induced conformational changes of this translational switch alter ribosome accessibility. The folding of the riboswitch is highly heterogenous, indicating a complex and rugged conformational landscape that enables sampling of the ligand-bound conformation even in the absence of the ligand. Upon ligand binding, the landscape shifts towards the ligand-bound conformation. Mutations at key stabilizing structures alter the ligand-free folding behavior and decrease ligand responsiveness. We also explored translational regulation through folding kinetics by utilizing short oligonucleotides to probe the accessibility of the Shine-Dalgarno sequence within the riboswitch. Additionally, we employed a helicase-based vectorial folding assay to simulate co-transcriptional folding. We find that a competition between ligand binding and ribosome binding is fined tuned via the kinetics of folding. During transcription, the riboswitch takes minutes before reaching equilibrated conformations, and such slow equilibration decreases the effective ligand affinity. Overall, our data demonstrate the significance of conformational polymorphism in RNA function, emphasizing the utilization of complex folding landscapes for regulating ribosome accessibility through ligand induction. Furthermore, we provide direct evidence on how folding kinetics modulate this regulation process.

biophysics↗

bioRxiv2023

Dimensional Reduction for Single Molecule Imaging of DNA and Nucleosome Condensation by Polyamines, HP1α and Ki-67

Macromolecules organize themselves into discrete membrane-less compartments. Mounting evidence has suggested that nucleosomes as well as DNA itself can undergo clustering or condensation to regulate genomic activity. Current in vitro condensation studies provide insight into the physical properties of condensates, such as surface tension and diffusion. However, such studies lack the resolution needed for complex kinetic studies of multicomponent condensation. Here, we use a supported lipid bilayer platform in tandem with total internal reflection microscopy to observe the 2-dimensional movement of DNA and nucleosomes at the single-molecule resolution. This dimensional reduction from 3-dimensional studies allows us to observe the initial condensation events and dissolution of these early condensates in the presence of physiological condensing agents. Using polyamines, we observed that the initial condensation happens on a timescale of minutes while dissolution occurs within seconds upon charge inversion. Polyamine valency, DNA length and GC content affect threshold polyamine concentration for condensation. Protein-based nucleosome condensing agents, HP1 and Ki-67, have much lower threshold concentration for condensation than charge-based condensing agents, with Ki-67 being the most effective as low as 100 pM for nucleosome condensation. In addition, we did not observe condensate dissolution even at the highest concentrations of HP1 and Ki-67 tested. We also introduce a two-color imaging scheme where nucleosomes of high density labeled in one color is used to demarcate condensate boundaries and identical nucleosomes of another color at low density can be tracked relative to the boundaries after Ki-67 mediated condensation. Our platform should enable the ultimate resolution of single molecules in condensation dynamics studies of chromatin components under defined physicochemical conditions. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=105 SRC="FIGDIR/small/522433v1_ufig1.gif" ALT="Figure 1"> View larger version (35K): org.highwire.dtl.DTLVardef@1ed0cc9org.highwire.dtl.DTLVardef@1e26b5dorg.highwire.dtl.DTLVardef@1f6e73corg.highwire.dtl.DTLVardef@c7227b_HPS_FORMAT_FIGEXP M_FIG C_FIG

biophysics↗